Merge pull request #3882 from open-webui/dev

0.3.9

.dockerignore

@@ -10,7 +10,8 @@ node_modules
 vite.config.js.timestamp-*
 vite.config.ts.timestamp-*
 __pycache__
-.env
+.idea
+venv
 _old
 uploads
 .ipynb_checkpoints

.github/dependabot.yml

@@ -4,6 +4,7 @@ updates:
     directory: '/backend'
     schedule:
       interval: weekly
+    target-branch: 'dev'
   - package-ecosystem: 'github-actions'
     directory: '/'
     schedule:

.github/pull_request_template.md

@@ -11,7 +11,7 @@
 - [ ] **Dependencies:** Are there any new dependencies? Have you updated the dependency versions in the documentation?
 - [ ] **Testing:** Have you written and run sufficient tests for validating the changes?
 - [ ] **Code review:** Have you performed a self-review of your code, addressing any coding standard issues and ensuring adherence to the project's coding standards?
-- [ ] **Label:** To cleary categorize this pull request, assign a relevant label to the pull request title, using one of the following:
+- [ ] **Prefix:** To cleary categorize this pull request, prefix the pull request title, using one of the following:
   - **BREAKING CHANGE**: Significant changes that may affect compatibility
   - **build**: Changes that affect the build system or external dependencies
   - **ci**: Changes to our continuous integration processes or workflows

.github/workflows/docker-build.yaml

@@ -11,8 +11,6 @@ on:
 
 env:
   REGISTRY: ghcr.io
-  IMAGE_NAME: ${{ github.repository }}
-  FULL_IMAGE_NAME: ghcr.io/${{ github.repository }}
 
 jobs:
   build-main-image:
@@ -28,6 +26,15 @@ jobs:
           - linux/arm64
 
     steps:
+      # GitHub Packages requires the entire repository name to be in lowercase
+      # although the repository owner has a lowercase username, this prevents some people from running actions after forking
+      - name: Set repository and image name to lowercase
+        run: |
+          echo "IMAGE_NAME=${IMAGE_NAME,,}" >>${GITHUB_ENV}
+          echo "FULL_IMAGE_NAME=ghcr.io/${IMAGE_NAME,,}" >>${GITHUB_ENV}
+        env:
+          IMAGE_NAME: '${{ github.repository }}'
+
       - name: Prepare
         run: |
           platform=${{ matrix.platform }}
@@ -116,6 +123,15 @@ jobs:
           - linux/arm64
 
     steps:
+      # GitHub Packages requires the entire repository name to be in lowercase
+      # although the repository owner has a lowercase username, this prevents some people from running actions after forking
+      - name: Set repository and image name to lowercase
+        run: |
+          echo "IMAGE_NAME=${IMAGE_NAME,,}" >>${GITHUB_ENV}
+          echo "FULL_IMAGE_NAME=ghcr.io/${IMAGE_NAME,,}" >>${GITHUB_ENV}
+        env:
+          IMAGE_NAME: '${{ github.repository }}'
+
       - name: Prepare
         run: |
           platform=${{ matrix.platform }}
@@ -207,6 +223,15 @@ jobs:
           - linux/arm64
 
     steps:
+      # GitHub Packages requires the entire repository name to be in lowercase
+      # although the repository owner has a lowercase username, this prevents some people from running actions after forking
+      - name: Set repository and image name to lowercase
+        run: |
+          echo "IMAGE_NAME=${IMAGE_NAME,,}" >>${GITHUB_ENV}
+          echo "FULL_IMAGE_NAME=ghcr.io/${IMAGE_NAME,,}" >>${GITHUB_ENV}
+        env:
+          IMAGE_NAME: '${{ github.repository }}'
+
       - name: Prepare
         run: |
           platform=${{ matrix.platform }}
@@ -289,6 +314,15 @@ jobs:
     runs-on: ubuntu-latest
     needs: [ build-main-image ]
     steps:
+      # GitHub Packages requires the entire repository name to be in lowercase
+      # although the repository owner has a lowercase username, this prevents some people from running actions after forking
+      - name: Set repository and image name to lowercase
+        run: |
+          echo "IMAGE_NAME=${IMAGE_NAME,,}" >>${GITHUB_ENV}
+          echo "FULL_IMAGE_NAME=ghcr.io/${IMAGE_NAME,,}" >>${GITHUB_ENV}
+        env:
+          IMAGE_NAME: '${{ github.repository }}'
+
       - name: Download digests
         uses: actions/download-artifact@v4
         with:
@@ -335,6 +369,15 @@ jobs:
     runs-on: ubuntu-latest
     needs: [ build-cuda-image ]
     steps:
+      # GitHub Packages requires the entire repository name to be in lowercase
+      # although the repository owner has a lowercase username, this prevents some people from running actions after forking
+      - name: Set repository and image name to lowercase
+        run: |
+          echo "IMAGE_NAME=${IMAGE_NAME,,}" >>${GITHUB_ENV}
+          echo "FULL_IMAGE_NAME=ghcr.io/${IMAGE_NAME,,}" >>${GITHUB_ENV}
+        env:
+          IMAGE_NAME: '${{ github.repository }}'
+
       - name: Download digests
         uses: actions/download-artifact@v4
         with:
@@ -382,6 +425,15 @@ jobs:
     runs-on: ubuntu-latest
     needs: [ build-ollama-image ]
     steps:
+      # GitHub Packages requires the entire repository name to be in lowercase
+      # although the repository owner has a lowercase username, this prevents some people from running actions after forking
+      - name: Set repository and image name to lowercase
+        run: |
+          echo "IMAGE_NAME=${IMAGE_NAME,,}" >>${GITHUB_ENV}
+          echo "FULL_IMAGE_NAME=ghcr.io/${IMAGE_NAME,,}" >>${GITHUB_ENV}
+        env:
+          IMAGE_NAME: '${{ github.repository }}'
+
       - name: Download digests
         uses: actions/download-artifact@v4
         with:

.github/workflows/integration-test.yml

@@ -25,7 +25,7 @@ jobs:
             --file docker-compose.api.yaml \
             --file docker-compose.a1111-test.yaml \
             up --detach --build
-          
+
       - name: Wait for Ollama to be up
         timeout-minutes: 5
         run: |
@@ -35,6 +35,10 @@ jobs:
           done
           echo "Service is up!"
 
+      - name: Delete Docker build cache
+        run: |
+          docker builder prune --all --force
+
       - name: Preload Ollama model
         run: |
           docker exec ollama ollama pull qwen:0.5b-chat-v1.5-q2_K
@@ -67,6 +71,28 @@ jobs:
           path: compose-logs.txt
           if-no-files-found: ignore
 
+  # pytest:
+  #   name: Run Backend Tests
+  #   runs-on: ubuntu-latest
+  #   steps:
+  #     - uses: actions/checkout@v4
+
+  #     - name: Set up Python
+  #       uses: actions/setup-python@v4
+  #       with:
+  #         python-version: ${{ matrix.python-version }}
+
+  #     - name: Install dependencies
+  #       run: |
+  #         python -m pip install --upgrade pip
+  #         pip install -r backend/requirements.txt
+
+  #     - name: pytest run
+  #       run: |
+  #         ls -al
+  #         cd backend
+  #         PYTHONPATH=. pytest . -o log_cli=true -o log_cli_level=INFO
+
   migration_test:
     name: Run Migration Tests
     runs-on: ubuntu-latest
@@ -82,18 +108,18 @@ jobs:
           --health-retries 5
         ports:
           - 5432:5432
-#      mysql:
-#        image: mysql
-#        env:
-#          MYSQL_ROOT_PASSWORD: mysql
-#          MYSQL_DATABASE: mysql
-#        options: >-
-#          --health-cmd "mysqladmin ping -h localhost"
-#          --health-interval 10s
-#          --health-timeout 5s
-#          --health-retries 5
-#        ports:
-#          - 3306:3306
+    #      mysql:
+    #        image: mysql
+    #        env:
+    #          MYSQL_ROOT_PASSWORD: mysql
+    #          MYSQL_DATABASE: mysql
+    #        options: >-
+    #          --health-cmd "mysqladmin ping -h localhost"
+    #          --health-interval 10s
+    #          --health-timeout 5s
+    #          --health-retries 5
+    #        ports:
+    #          - 3306:3306
     steps:
       - name: Checkout Repository
         uses: actions/checkout@v4
@@ -126,11 +152,11 @@ jobs:
           cd backend
           uvicorn main:app --port "8080" --forwarded-allow-ips '*' &
           UVICORN_PID=$!
-          # Wait up to 20 seconds for the server to start
-          for i in {1..20}; do
+          # Wait up to 40 seconds for the server to start
+          for i in {1..40}; do
               curl -s http://localhost:8080/api/config > /dev/null && break
               sleep 1
-              if [ $i -eq 20 ]; then
+              if [ $i -eq 40 ]; then
                   echo "Server failed to start"
                   kill -9 $UVICORN_PID
                   exit 1
@@ -142,7 +168,6 @@ jobs:
               echo "Server has stopped"
               exit 1
           fi
-          
 
       - name: Test backend with Postgres
         if: success() || steps.sqlite.conclusion == 'failure'
@@ -171,6 +196,25 @@ jobs:
               exit 1
           fi
 
+          # Check that service will reconnect to postgres when connection will be closed
+          status_code=$(curl --write-out %{http_code} -s --output /dev/null http://localhost:8081/health/db)
+          if [[ "$status_code" -ne 200 ]] ; then
+            echo "Server has failed before postgres reconnect check"
+            exit 1
+          fi
+
+          echo "Terminating all connections to postgres..."
+          python -c "import os, psycopg2 as pg2; \
+            conn = pg2.connect(dsn=os.environ['DATABASE_URL'].replace('+pool', '')); \
+            cur = conn.cursor(); \
+            cur.execute('SELECT pg_terminate_backend(psa.pid) FROM pg_stat_activity psa WHERE datname = current_database() AND pid <> pg_backend_pid();')"
+
+          status_code=$(curl --write-out %{http_code} -s --output /dev/null http://localhost:8081/health/db)
+          if [[ "$status_code" -ne 200 ]] ; then
+            echo "Server has not reconnected to postgres after connection was closed: returned status $status_code"
+            exit 1
+          fi
+
 #      - name: Test backend with MySQL
 #        if: success() || steps.sqlite.conclusion == 'failure' || steps.postgres.conclusion == 'failure'
 #        env:

.gitignore

@@ -306,3 +306,4 @@ dist
 # cypress artifacts
 cypress/videos
 cypress/screenshots
+.vscode/settings.json

CHANGELOG.md

@@ -5,6 +5,249 @@ All notable changes to this project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## [0.3.9] - 2024-07-17
+
+### Added
+
+- **📁 Files Chat Controls**: We've reverted to the old file handling behavior where uploaded files are always included. You can now manage files directly within the chat controls section, giving you the ability to remove files as needed.
+- **🔧 "Action" Function Support**: Introducing a new "Action" function to write custom buttons to the message toolbar. This feature enables more interactive messaging, with documentation coming soon.
+- **📜 Citations Handling**: For newly uploaded files in documents workspace, citations will now display the actual filename. Additionally, you can click on these filenames to open the file in a new tab for easier access.
+- **🛠️ Event Emitter and Call Updates**: Enhanced 'event_emitter' to allow message replacement and 'event_call' to support text input for Tools and Functions. Detailed documentation will be provided shortly.
+- **🎨 Styling Refactor**: Various styling updates for a cleaner and more cohesive user interface.
+- **🌐 Enhanced Translations**: Improved translations for Catalan, Ukrainian, and Brazilian Portuguese.
+
+### Fixed
+
+- **🔧 Chat Controls Priority**: Resolved an issue where Chat Controls values were being overridden by model information parameters. The priority is now Chat Controls, followed by Global Settings, then Model Settings.
+- **🪲 Debug Logs**: Fixed an issue where debug logs were not being logged properly.
+- **🔑 Automatic1111 Auth Key**: The auth key for Automatic1111 is no longer required.
+- **📝 Title Generation**: Ensured that the title generation runs only once, even when multiple models are in a chat.
+- **✅ Boolean Values in Params**: Added support for boolean values in parameters.
+- **🖼️ Files Overlay Styling**: Fixed the styling issue with the files overlay.
+
+### Changed
+
+- **⬆️ Dependency Updates** 
+  - Upgraded 'pydantic' from version 2.7.1 to 2.8.2.
+  - Upgraded 'sqlalchemy' from version 2.0.30 to 2.0.31.
+  - Upgraded 'unstructured' from version 0.14.9 to 0.14.10.
+  - Upgraded 'chromadb' from version 0.5.3 to 0.5.4.
+
+## [0.3.8] - 2024-07-09
+
+### Added
+
+- **💬 Chat Controls**: Easily adjust parameters for each chat session, offering more precise control over your interactions.
+- **📌 Pinned Chats**: Support for pinned chats, allowing you to keep important conversations easily accessible.
+- **📄 Apache Tika Integration**: Added support for using Apache Tika as a document loader, enhancing document processing capabilities.
+- **🛠️ Custom Environment for OpenID Claims**: Allows setting custom claims for OpenID, providing more flexibility in user authentication.
+- **🔧 Enhanced Tools & Functions API**: Introduced 'event_emitter' and 'event_call', now you can also add citations for better documentation and tracking. Detailed documentation will be provided on our documentation website.
+- **↔️ Sideways Scrolling in Settings**: Settings tabs container now supports horizontal scrolling for easier navigation.
+- **🌑 Darker OLED Theme**: Includes a new, darker OLED theme and improved styling for the light theme, enhancing visual appeal.
+- **🌐 Language Updates**: Updated translations for Indonesian, German, French, and Catalan languages, expanding accessibility.
+
+### Fixed
+
+- **⏰ OpenAI Streaming Timeout**: Resolved issues with OpenAI streaming response using the 'AIOHTTP_CLIENT_TIMEOUT' setting, ensuring reliable performance.
+- **💡 User Valves**: Fixed malfunctioning user valves, ensuring proper functionality.
+- **🔄 Collapsible Components**: Addressed issues with collapsible components not working, restoring expected behavior.
+
+### Changed
+
+- **🗃️ Database Backend**: Switched from Peewee to SQLAlchemy for improved concurrency support, enhancing database performance.
+- **⬆️ ChromaDB Update**: Upgraded to version 0.5.3. Ensure your remote ChromaDB instance matches this version.
+- **🔤 Primary Font Styling**: Updated primary font to Archivo for better visual consistency.
+- **🔄 Font Change for Windows**: Replaced Arimo with Inter font for Windows users, improving readability.
+- **🚀 Lazy Loading**: Implemented lazy loading for 'faster_whisper' and 'sentence_transformers' to reduce startup memory usage.
+- **📋 Task Generation Payload**: Task generations now include only the "task" field in the body instead of "title".
+
+## [0.3.7] - 2024-06-29
+
+### Added
+
+- **🌐 Enhanced Internationalization (i18n)**: Newly introduced Indonesian translation, and updated translations for Turkish, Chinese, and Catalan languages to improve user accessibility.
+
+### Fixed
+
+- **🕵️‍♂️ Browser Language Detection**: Corrected the issue where the application was not properly detecting and adapting to the browser's language settings.
+- **🔐 OIDC Admin Role Assignment**: Fixed a bug where the admin role was not being assigned to the first user who signed up via OpenID Connect (OIDC).
+- **💬 Chat/Completions Endpoint**: Resolved an issue where the chat/completions endpoint was non-functional when the stream option was set to False.
+- **🚫 'WEBUI_AUTH' Configuration**: Addressed the problem where setting 'WEBUI_AUTH' to False was not being applied correctly.
+
+### Changed
+
+- **📦 Dependency Update**: Upgraded 'authlib' from version 1.3.0 to 1.3.1 to ensure better security and performance enhancements.
+
+## [0.3.6] - 2024-06-27
+
+### Added
+
+- **✨ "Functions" Feature**: You can now utilize "Functions" like filters (middleware) and pipe (model) functions directly within the WebUI. While largely compatible with Pipelines, these native functions can be executed easily within Open WebUI. Example use cases for filter functions include usage monitoring, real-time translation, moderation, and automemory. For pipe functions, the scope ranges from Cohere and Anthropic integration directly within Open WebUI, enabling "Valves" for per-user OpenAI API key usage, and much more. If you encounter issues, SAFE_MODE has been introduced.
+- **📁 Files API**: Compatible with OpenAI, this feature allows for custom Retrieval-Augmented Generation (RAG) in conjunction with the Filter Function. More examples will be shared on our community platform and official documentation website.
+- **🛠️ Tool Enhancements**: Tools now support citations and "Valves". Documentation will be available shortly.
+- **🔗 Iframe Support via Files API**: Enables rendering HTML directly into your chat interface using functions and tools. Use cases include playing games like DOOM and Snake, displaying a weather applet, and implementing Anthropic "artifacts"-like features. Stay tuned for updates on our community platform and documentation.
+- **🔒 Experimental OAuth Support**: New experimental OAuth support. Check our documentation for more details.
+- **🖼️ Custom Background Support**: Set a custom background from Settings > Interface to personalize your experience.
+- **🔑 AUTOMATIC1111_API_AUTH Support**: Enhanced security for the AUTOMATIC1111 API.
+- **🎨 Code Highlight Optimization**: Improved code highlighting features.
+- **🎙️ Voice Interruption Feature**: Reintroduced and now toggleable from Settings > Interface.
+- **💤 Wakelock API**: Now in use to prevent screen dimming during important tasks.
+- **🔐 API Key Privacy**: All API keys are now hidden by default for better security.
+- **🔍 New Web Search Provider**: Added jina_search as a new option.
+- **🌐 Enhanced Internationalization (i18n)**: Improved Korean translation and updated Chinese and Ukrainian translations.
+
+### Fixed
+
+- **🔧 Conversation Mode Issue**: Fixed the issue where Conversation Mode remained active after being removed from settings.
+- **📏 Scroll Button Obstruction**: Resolved the issue where the scrollToBottom button container obstructed clicks on buttons beneath it.
+
+### Changed
+
+- **⏲️ AIOHTTP_CLIENT_TIMEOUT**: Now set to 'None' by default for improved configuration flexibility.
+- **📞 Voice Call Enhancements**: Improved by skipping code blocks and expressions during calls.
+- **🚫 Error Message Handling**: Disabled the continuation of operations with error messages.
+- **🗂️ Playground Relocation**: Moved the Playground from the workspace to the user menu for better user experience.
+
+## [0.3.5] - 2024-06-16
+
+### Added
+
+- **📞 Enhanced Voice Call**: Text-to-speech (TTS) callback now operates in real-time for each sentence, reducing latency by not waiting for full completion.
+- **👆 Tap to Interrupt**: During a call, you can now stop the assistant from speaking by simply tapping, instead of using voice. This resolves the issue of the speaker's voice being mistakenly registered as input.
+- **😊 Emoji Call**: Toggle this feature on from the Settings > Interface, allowing LLMs to express emotions using emojis during voice calls for a more dynamic interaction.
+- **🖱️ Quick Archive/Delete**: Use the Shift key + mouseover on the chat list to swiftly archive or delete items.
+- **📝 Markdown Support in Model Descriptions**: You can now format model descriptions with markdown, enabling bold text, links, etc.
+- **🧠 Editable Memories**: Adds the capability to modify memories.
+- **📋 Admin Panel Sorting**: Introduces the ability to sort users/chats within the admin panel.
+- **🌑 Dark Mode for Quick Selectors**: Dark mode now available for chat quick selectors (prompts, models, documents).
+- **🔧 Advanced Parameters**: Adds 'num_keep' and 'num_batch' to advanced parameters for customization.
+- **📅 Dynamic System Prompts**: New variables '{{CURRENT_DATETIME}}', '{{CURRENT_TIME}}', '{{USER_LOCATION}}' added for system prompts. Ensure '{{USER_LOCATION}}' is toggled on from Settings > Interface.
+- **🌐 Tavily Web Search**: Includes Tavily as a web search provider option.
+- **🖊️ Federated Auth Usernames**: Ability to set user names for federated authentication.
+- **🔗 Auto Clean URLs**: When adding connection URLs, trailing slashes are now automatically removed.
+- **🌐 Enhanced Translations**: Improved Chinese and Swedish translations.
+
+### Fixed
+
+- **⏳ AIOHTTP_CLIENT_TIMEOUT**: Introduced a new environment variable 'AIOHTTP_CLIENT_TIMEOUT' for requests to Ollama lasting longer than 5 minutes. Default is 300 seconds; set to blank ('') for no timeout.
+- **❌ Message Delete Freeze**: Resolved an issue where message deletion would sometimes cause the web UI to freeze.
+
+## [0.3.4] - 2024-06-12
+
+### Fixed
+
+- **🔒 Mixed Content with HTTPS Issue**: Resolved a problem where mixed content (HTTP and HTTPS) was causing security warnings and blocking resources on HTTPS sites.
+- **🔍 Web Search Issue**: Addressed the problem where web search functionality was not working correctly. The 'ENABLE_RAG_LOCAL_WEB_FETCH' option has been reintroduced to restore proper web searching capabilities.
+- **💾 RAG Template Not Being Saved**: Fixed an issue where the RAG template was not being saved correctly, ensuring your custom templates are now preserved as expected.
+
+## [0.3.3] - 2024-06-12
+
+### Added
+
+- **🛠️ Native Python Function Calling**: Introducing native Python function calling within Open WebUI. We’ve also included a built-in code editor to seamlessly develop and integrate function code within the 'Tools' workspace. With this, you can significantly enhance your LLM’s capabilities by creating custom RAG pipelines, web search tools, and even agent-like features such as sending Discord messages.
+- **🌐 DuckDuckGo Integration**: Added DuckDuckGo as a web search provider, giving you more search options.
+- **🌏 Enhanced Translations**: Improved translations for Vietnamese and Chinese languages, making the interface more accessible.
+
+### Fixed
+
+- **🔗 Web Search URL Error Handling**: Fixed the issue where a single URL error would disrupt the data loading process in Web Search mode. Now, such errors will be handled gracefully to ensure uninterrupted data loading.
+- **🖥️ Frontend Responsiveness**: Resolved the problem where the frontend would stop responding if the backend encounters an error while downloading a model. Improved error handling to maintain frontend stability.
+- **🔧 Dependency Issues in pip**: Fixed issues related to pip installations, ensuring all dependencies are correctly managed to prevent installation errors.
+
+## [0.3.2] - 2024-06-10
+
+### Added
+
+- **🔍 Web Search Query Status**: The web search query will now persist in the results section to aid in easier debugging and tracking of search queries.
+- **🌐 New Web Search Provider**: We have added Serply as a new option for web search providers, giving you more choices for your search needs.
+- **🌏 Improved Translations**: We've enhanced translations for Chinese and Portuguese.
+
+### Fixed
+
+- **🎤 Audio File Upload Issue**: The bug that prevented audio files from being uploaded in chat input has been fixed, ensuring smooth communication.
+- **💬 Message Input Handling**: Improved the handling of message inputs by instantly clearing images and text after sending, along with immediate visual indications when a response message is loading, enhancing user feedback.
+- **⚙️ Parameter Registration and Validation**: Fixed the issue where parameters were not registering in certain cases and addressed the problem where users were unable to save due to invalid input errors.
+
+## [0.3.1] - 2024-06-09
+
+### Fixed
+
+- **💬 Chat Functionality**: Resolved the issue where chat functionality was not working for specific models.
+
+## [0.3.0] - 2024-06-09
+
+### Added
+
+- **📚 Knowledge Support for Models**: Attach documents directly to models from the models workspace, enhancing the information available to each model.
+- **🎙️ Hands-Free Voice Call Feature**: Initiate voice calls without needing to use your hands, making interactions more seamless.
+- **📹 Video Call Feature**: Enable video calls with supported vision models like Llava and GPT-4o, adding a visual dimension to your communications.
+- **🎛️ Enhanced UI for Voice Recording**: Improved user interface for the voice recording feature, making it more intuitive and user-friendly.
+- **🌐 External STT Support**: Now support for external Speech-To-Text services, providing more flexibility in choosing your STT provider.
+- **⚙️ Unified Settings**: Consolidated settings including document settings under a new admin settings section for easier management.
+- **🌑 Dark Mode Splash Screen**: A new splash screen for dark mode, ensuring a consistent and visually appealing experience for dark mode users.
+- **📥 Upload Pipeline**: Directly upload pipelines from the admin settings > pipelines section, streamlining the pipeline management process.
+- **🌍 Improved Language Support**: Enhanced support for Chinese and Ukrainian languages, better catering to a global user base.
+
+### Fixed
+
+- **🛠️ Playground Issue**: Fixed the playground not functioning properly, ensuring a smoother user experience.
+- **🔥 Temperature Parameter Issue**: Corrected the issue where the temperature value '0' was not being passed correctly.
+- **📝 Prompt Input Clearing**: Resolved prompt input textarea not being cleared right away, ensuring a clean slate for new inputs.
+- **✨ Various UI Styling Issues**: Fixed numerous user interface styling problems for a more cohesive look.
+- **👥 Active Users Display**: Fixed active users showing active sessions instead of actual users, now reflecting accurate user activity.
+- **🌐 Community Platform Compatibility**: The Community Platform is back online and fully compatible with Open WebUI.
+
+### Changed
+
+- **📝 RAG Implementation**: Updated the RAG (Retrieval-Augmented Generation) implementation to use a system prompt for context, instead of overriding the user's prompt.
+- **🔄 Settings Relocation**: Moved Models, Connections, Audio, and Images settings to the admin settings for better organization.
+- **✍️ Improved Title Generation**: Enhanced the default prompt for title generation, yielding better results.
+- **🔧 Backend Task Management**: Tasks like title generation and search query generation are now managed on the backend side and controlled only by the admin.
+- **🔍 Editable Search Query Prompt**: You can now edit the search query generation prompt, offering more control over how queries are generated.
+- **📏 Prompt Length Threshold**: Set the prompt length threshold for search query generation from the admin settings, giving more customization options.
+- **📣 Settings Consolidation**: Merged the Banners admin setting with the Interface admin setting for a more streamlined settings area.
+
+## [0.2.5] - 2024-06-05
+
+### Added
+
+- **👥 Active Users Indicator**: Now you can see how many people are currently active and what they are running. This helps you gauge when performance might slow down due to a high number of users.
+- **🗂️ Create Ollama Modelfile**: The option to create a modelfile for Ollama has been reintroduced in the Settings > Models section, making it easier to manage your models.
+- **⚙️ Default Model Setting**: Added an option to set the default model from Settings > Interface. This feature is now easily accessible, especially convenient for mobile users as it was previously hidden.
+- **🌐 Enhanced Translations**: We've improved the Chinese translations and added support for Turkmen and Norwegian languages to make the interface more accessible globally.
+
+### Fixed
+
+- **📱 Mobile View Improvements**: The UI now uses dvh (dynamic viewport height) instead of vh (viewport height), providing a better and more responsive experience for mobile users.
+
+## [0.2.4] - 2024-06-03
+
+### Added
+
+- **👤 Improved Account Pending Page**: The account pending page now displays admin details by default to avoid confusion. You can disable this feature in the admin settings if needed.
+- **🌐 HTTP Proxy Support**: We have enabled the use of the 'http_proxy' environment variable in OpenAI and Ollama API calls, making it easier to configure network settings.
+- **❓ Quick Access to Documentation**: You can now easily access Open WebUI documents via a question mark button located at the bottom right corner of the screen (available on larger screens like PCs).
+- **🌍 Enhanced Translation**: Improvements have been made to translations.
+
+### Fixed
+
+- **🔍 SearxNG Web Search**: Fixed the issue where the SearxNG web search functionality was not working properly.
+
+## [0.2.3] - 2024-06-03
+
+### Added
+
+- **📁 Export Chat as JSON**: You can now export individual chats as JSON files from the navbar menu by navigating to 'Download > Export Chat'. This makes sharing specific conversations easier.
+- **✏️ Edit Titles with Double Click**: Double-click on titles to rename them quickly and efficiently.
+- **🧩 Batch Multiple Embeddings**: Introduced 'RAG_EMBEDDING_OPENAI_BATCH_SIZE' to process multiple embeddings in a batch, enhancing performance for large datasets.
+- **🌍 Improved Translations**: Enhanced the translation quality across various languages for a better user experience.
+
+### Fixed
+
+- **🛠️ Modelfile Migration Script**: Fixed an issue where the modelfile migration script would fail if an invalid modelfile was encountered.
+- **💬 Zhuyin Input Method on Mac**: Resolved an issue where using the Zhuyin input method in the Web UI on a Mac caused text to send immediately upon pressing the enter key, leading to incorrect input.
+- **🔊 Local TTS Voice Selection**: Fixed the issue where the selected local Text-to-Speech (TTS) voice was not being displayed in settings.
+
 ## [0.2.2] - 2024-06-02
 
 ### Added

Dockerfile

@@ -97,6 +97,7 @@ RUN if [ "$USE_OLLAMA" = "true" ]; then \
     apt-get update && \
     # Install pandoc and netcat
     apt-get install -y --no-install-recommends pandoc netcat-openbsd curl && \
+    apt-get install -y --no-install-recommends gcc python3-dev && \
     # for RAG OCR
     apt-get install -y --no-install-recommends ffmpeg libsm6 libxext6 && \
     # install helper tools
@@ -107,8 +108,9 @@ RUN if [ "$USE_OLLAMA" = "true" ]; then \
     rm -rf /var/lib/apt/lists/*; \
     else \
     apt-get update && \
-    # Install pandoc and netcat
-    apt-get install -y --no-install-recommends pandoc netcat-openbsd curl jq && \
+    # Install pandoc, netcat and gcc
+    apt-get install -y --no-install-recommends pandoc gcc netcat-openbsd curl jq && \
+    apt-get install -y --no-install-recommends gcc python3-dev && \
     # for RAG OCR
     apt-get install -y --no-install-recommends ffmpeg libsm6 libxext6 && \
     # cleanup

README.md

@@ -11,7 +11,7 @@
 [![Discord](https://img.shields.io/badge/Discord-Open_WebUI-blue?logo=discord&logoColor=white)](https://discord.gg/5rJgQTnV4s)
 [![](https://img.shields.io/static/v1?label=Sponsor&message=%E2%9D%A4&logo=GitHub&color=%23fe8e86)](https://github.com/sponsors/tjbck)
 
-Open WebUI is an extensible, feature-rich, and user-friendly self-hosted WebUI designed to operate entirely offline. It supports various LLM runners, including Ollama and OpenAI-compatible APIs. For more information, be sure to check out our [Open WebUI Documentation](https://docs.openwebui.com/).
+Open WebUI is an [extensible](https://github.com/open-webui/pipelines), feature-rich, and user-friendly self-hosted WebUI designed to operate entirely offline. It supports various LLM runners, including Ollama and OpenAI-compatible APIs. For more information, be sure to check out our [Open WebUI Documentation](https://docs.openwebui.com/).
 
 ![Open WebUI Demo](./demo.gif)
 
@@ -21,7 +21,7 @@ Open WebUI is an extensible, feature-rich, and user-friendly self-hosted WebUI d
 
 - 🤝 **Ollama/OpenAI API Integration**: Effortlessly integrate OpenAI-compatible APIs for versatile conversations alongside Ollama models. Customize the OpenAI API URL to link with **LMStudio, GroqCloud, Mistral, OpenRouter, and more**.
 
-- 🧩 **Pipelines, Open WebUI Plugin Support**: Seamlessly integrate custom logic and Python libraries into Open WebUI using [Pipelines Plugin Framework](https://github.com/open-webui/pipelines). Launch your Pipelines instance, set the OpenAI URL to the Pipelines URL, and explore endless possibilities. [Examples](https://github.com/open-webui/pipelines/examples) include **Function Calling**, User **Rate Limiting** to control access, **Usage Monitoring** with tools like Langfuse, **Live Translation with LibreTranslate** for multilingual support, **Toxic Message Filtering** and much more.
+- 🧩 **Pipelines, Open WebUI Plugin Support**: Seamlessly integrate custom logic and Python libraries into Open WebUI using [Pipelines Plugin Framework](https://github.com/open-webui/pipelines). Launch your Pipelines instance, set the OpenAI URL to the Pipelines URL, and explore endless possibilities. [Examples](https://github.com/open-webui/pipelines/tree/main/examples) include **Function Calling**, User **Rate Limiting** to control access, **Usage Monitoring** with tools like Langfuse, **Live Translation with LibreTranslate** for multilingual support, **Toxic Message Filtering** and much more.
 
 - 📱 **Responsive Design**: Enjoy a seamless experience across Desktop PC, Laptop, and Mobile devices.
 
@@ -29,11 +29,15 @@ Open WebUI is an extensible, feature-rich, and user-friendly self-hosted WebUI d
 
 - ✒️🔢 **Full Markdown and LaTeX Support**: Elevate your LLM experience with comprehensive Markdown and LaTeX capabilities for enriched interaction.
 
+- 🎤📹 **Hands-Free Voice/Video Call**: Experience seamless communication with integrated hands-free voice and video call features, allowing for a more dynamic and interactive chat environment.
+
 - 🛠️ **Model Builder**: Easily create Ollama models via the Web UI. Create and add custom characters/agents, customize chat elements, and import models effortlessly through [Open WebUI Community](https://openwebui.com/) integration.
 
+- 🐍 **Native Python Function Calling Tool**: Enhance your LLMs with built-in code editor support in the tools workspace. Bring Your Own Function (BYOF) by simply adding your pure Python functions, enabling seamless integration with LLMs.
+
 - 📚 **Local RAG Integration**: Dive into the future of chat interactions with groundbreaking Retrieval Augmented Generation (RAG) support. This feature seamlessly integrates document interactions into your chat experience. You can load documents directly into the chat or add files to your document library, effortlessly accessing them using the `#` command before a query.
 
-- 🔍 **Web Search for RAG**: Perform web searches using providers like `SearXNG`, `Google PSE`, `Brave Search`, `serpstack`, and `serper`, and inject the results directly into your chat experience.
+- 🔍 **Web Search for RAG**: Perform web searches using providers like `SearXNG`, `Google PSE`, `Brave Search`, `serpstack`, `serper`, `Serply`, `DuckDuckGo` and `TavilySearch` and inject the results directly into your chat experience.
 
 - 🌐 **Web Browsing Capability**: Seamlessly integrate websites into your chat experience using the `#` command followed by a URL. This feature allows you to incorporate web content directly into your conversations, enhancing the richness and depth of your interactions.
 
@@ -146,10 +150,19 @@ docker run --rm --volume /var/run/docker.sock:/var/run/docker.sock containrrr/wa
 
 In the last part of the command, replace `open-webui` with your container name if it is different.
 
-### Moving from Ollama WebUI to Open WebUI
-
 Check our Migration Guide available in our [Open WebUI Documentation](https://docs.openwebui.com/migration/).
 
+### Using the Dev Branch 🌙
+
+> [!WARNING]
+> The `:dev` branch contains the latest unstable features and changes. Use it at your own risk as it may have bugs or incomplete features.
+
+If you want to try out the latest bleeding-edge features and are okay with occasional instability, you can use the `:dev` tag like this:
+
+```bash
+docker run -d -p 3000:8080 -v open-webui:/app/backend/data --name open-webui --add-host=host.docker.internal:host-gateway --restart always ghcr.io/open-webui/open-webui:dev
+```
+
 ## What's Next? 🌟
 
 Discover upcoming features on our roadmap in the [Open WebUI Documentation](https://docs.openwebui.com/roadmap/).

TROUBLESHOOTING.md

@@ -18,6 +18,10 @@ If you're experiencing connection issues, it’s often due to the WebUI docker c
 docker run -d --network=host -v open-webui:/app/backend/data -e OLLAMA_BASE_URL=http://127.0.0.1:11434 --name open-webui --restart always ghcr.io/open-webui/open-webui:main
 ```
 
+### Error on Slow Reponses for Ollama
+
+Open WebUI has a default timeout of 5 minutes for Ollama to finish generating the response. If needed, this can be adjusted via the environment variable AIOHTTP_CLIENT_TIMEOUT, which sets the timeout in seconds.
+
 ### General Connection Errors
 
 **Ensure Ollama Version is Up-to-Date**: Always start by checking that you have the latest version of Ollama. Visit [Ollama's official site](https://ollama.com/) for the latest updates.

backend/alembic.ini

@@ -0,0 +1,114 @@
+# A generic, single database configuration.
+
+[alembic]
+# path to migration scripts
+script_location = migrations
+
+# template used to generate migration file names; The default value is %%(rev)s_%%(slug)s
+# Uncomment the line below if you want the files to be prepended with date and time
+# file_template = %%(year)d_%%(month).2d_%%(day).2d_%%(hour).2d%%(minute).2d-%%(rev)s_%%(slug)s
+
+# sys.path path, will be prepended to sys.path if present.
+# defaults to the current working directory.
+prepend_sys_path = .
+
+# timezone to use when rendering the date within the migration file
+# as well as the filename.
+# If specified, requires the python>=3.9 or backports.zoneinfo library.
+# Any required deps can installed by adding `alembic[tz]` to the pip requirements
+# string value is passed to ZoneInfo()
+# leave blank for localtime
+# timezone =
+
+# max length of characters to apply to the
+# "slug" field
+# truncate_slug_length = 40
+
+# set to 'true' to run the environment during
+# the 'revision' command, regardless of autogenerate
+# revision_environment = false
+
+# set to 'true' to allow .pyc and .pyo files without
+# a source .py file to be detected as revisions in the
+# versions/ directory
+# sourceless = false
+
+# version location specification; This defaults
+# to migrations/versions.  When using multiple version
+# directories, initial revisions must be specified with --version-path.
+# The path separator used here should be the separator specified by "version_path_separator" below.
+# version_locations = %(here)s/bar:%(here)s/bat:migrations/versions
+
+# version path separator; As mentioned above, this is the character used to split
+# version_locations. The default within new alembic.ini files is "os", which uses os.pathsep.
+# If this key is omitted entirely, it falls back to the legacy behavior of splitting on spaces and/or commas.
+# Valid values for version_path_separator are:
+#
+# version_path_separator = :
+# version_path_separator = ;
+# version_path_separator = space
+version_path_separator = os  # Use os.pathsep. Default configuration used for new projects.
+
+# set to 'true' to search source files recursively
+# in each "version_locations" directory
+# new in Alembic version 1.10
+# recursive_version_locations = false
+
+# the output encoding used when revision files
+# are written from script.py.mako
+# output_encoding = utf-8
+
+# sqlalchemy.url = REPLACE_WITH_DATABASE_URL
+
+
+[post_write_hooks]
+# post_write_hooks defines scripts or Python functions that are run
+# on newly generated revision scripts.  See the documentation for further
+# detail and examples
+
+# format using "black" - use the console_scripts runner, against the "black" entrypoint
+# hooks = black
+# black.type = console_scripts
+# black.entrypoint = black
+# black.options = -l 79 REVISION_SCRIPT_FILENAME
+
+# lint with attempts to fix using "ruff" - use the exec runner, execute a binary
+# hooks = ruff
+# ruff.type = exec
+# ruff.executable = %(here)s/.venv/bin/ruff
+# ruff.options = --fix REVISION_SCRIPT_FILENAME
+
+# Logging configuration
+[loggers]
+keys = root,sqlalchemy,alembic
+
+[handlers]
+keys = console
+
+[formatters]
+keys = generic
+
+[logger_root]
+level = WARN
+handlers = console
+qualname =
+
+[logger_sqlalchemy]
+level = WARN
+handlers =
+qualname = sqlalchemy.engine
+
+[logger_alembic]
+level = INFO
+handlers =
+qualname = alembic
+
+[handler_console]
+class = StreamHandler
+args = (sys.stderr,)
+level = NOTSET
+formatter = generic
+
+[formatter_generic]
+format = %(levelname)-5.5s [%(name)s] %(message)s
+datefmt = %H:%M:%S

backend/apps/audio/main.py

@@ -14,16 +14,14 @@ from fastapi import (
 from fastapi.responses import StreamingResponse, JSONResponse, FileResponse
 
 from fastapi.middleware.cors import CORSMiddleware
-from faster_whisper import WhisperModel
 from pydantic import BaseModel
 
-
+import uuid
 import requests
 import hashlib
 from pathlib import Path
 import json
 
-
 from constants import ERROR_MESSAGES
 from utils.utils import (
     decode_token,
@@ -41,10 +39,15 @@ from config import (
     WHISPER_MODEL_DIR,
     WHISPER_MODEL_AUTO_UPDATE,
     DEVICE_TYPE,
-    AUDIO_OPENAI_API_BASE_URL,
-    AUDIO_OPENAI_API_KEY,
-    AUDIO_OPENAI_API_MODEL,
-    AUDIO_OPENAI_API_VOICE,
+    AUDIO_STT_OPENAI_API_BASE_URL,
+    AUDIO_STT_OPENAI_API_KEY,
+    AUDIO_TTS_OPENAI_API_BASE_URL,
+    AUDIO_TTS_OPENAI_API_KEY,
+    AUDIO_STT_ENGINE,
+    AUDIO_STT_MODEL,
+    AUDIO_TTS_ENGINE,
+    AUDIO_TTS_MODEL,
+    AUDIO_TTS_VOICE,
     AppConfig,
 )
 
@@ -61,10 +64,17 @@ app.add_middleware(
 )
 
 app.state.config = AppConfig()
-app.state.config.OPENAI_API_BASE_URL = AUDIO_OPENAI_API_BASE_URL
-app.state.config.OPENAI_API_KEY = AUDIO_OPENAI_API_KEY
-app.state.config.OPENAI_API_MODEL = AUDIO_OPENAI_API_MODEL
-app.state.config.OPENAI_API_VOICE = AUDIO_OPENAI_API_VOICE
+
+app.state.config.STT_OPENAI_API_BASE_URL = AUDIO_STT_OPENAI_API_BASE_URL
+app.state.config.STT_OPENAI_API_KEY = AUDIO_STT_OPENAI_API_KEY
+app.state.config.STT_ENGINE = AUDIO_STT_ENGINE
+app.state.config.STT_MODEL = AUDIO_STT_MODEL
+
+app.state.config.TTS_OPENAI_API_BASE_URL = AUDIO_TTS_OPENAI_API_BASE_URL
+app.state.config.TTS_OPENAI_API_KEY = AUDIO_TTS_OPENAI_API_KEY
+app.state.config.TTS_ENGINE = AUDIO_TTS_ENGINE
+app.state.config.TTS_MODEL = AUDIO_TTS_MODEL
+app.state.config.TTS_VOICE = AUDIO_TTS_VOICE
 
 # setting device type for whisper model
 whisper_device_type = DEVICE_TYPE if DEVICE_TYPE and DEVICE_TYPE == "cuda" else "cpu"
@@ -74,41 +84,101 @@ SPEECH_CACHE_DIR = Path(CACHE_DIR).joinpath("./audio/speech/")
 SPEECH_CACHE_DIR.mkdir(parents=True, exist_ok=True)
 
 
-class OpenAIConfigUpdateForm(BaseModel):
-    url: str
-    key: str
-    model: str
-    speaker: str
+class TTSConfigForm(BaseModel):
+    OPENAI_API_BASE_URL: str
+    OPENAI_API_KEY: str
+    ENGINE: str
+    MODEL: str
+    VOICE: str
+
+
+class STTConfigForm(BaseModel):
+    OPENAI_API_BASE_URL: str
+    OPENAI_API_KEY: str
+    ENGINE: str
+    MODEL: str
+
+
+class AudioConfigUpdateForm(BaseModel):
+    tts: TTSConfigForm
+    stt: STTConfigForm
+
+
+from pydub import AudioSegment
+from pydub.utils import mediainfo
+
+
+def is_mp4_audio(file_path):
+    """Check if the given file is an MP4 audio file."""
+    if not os.path.isfile(file_path):
+        print(f"File not found: {file_path}")
+        return False
+
+    info = mediainfo(file_path)
+    if (
+        info.get("codec_name") == "aac"
+        and info.get("codec_type") == "audio"
+        and info.get("codec_tag_string") == "mp4a"
+    ):
+        return True
+    return False
+
+
+def convert_mp4_to_wav(file_path, output_path):
+    """Convert MP4 audio file to WAV format."""
+    audio = AudioSegment.from_file(file_path, format="mp4")
+    audio.export(output_path, format="wav")
+    print(f"Converted {file_path} to {output_path}")
 
 
 @app.get("/config")
-async def get_openai_config(user=Depends(get_admin_user)):
+async def get_audio_config(user=Depends(get_admin_user)):
     return {
-        "OPENAI_API_BASE_URL": app.state.config.OPENAI_API_BASE_URL,
-        "OPENAI_API_KEY": app.state.config.OPENAI_API_KEY,
-        "OPENAI_API_MODEL": app.state.config.OPENAI_API_MODEL,
-        "OPENAI_API_VOICE": app.state.config.OPENAI_API_VOICE,
+        "tts": {
+            "OPENAI_API_BASE_URL": app.state.config.TTS_OPENAI_API_BASE_URL,
+            "OPENAI_API_KEY": app.state.config.TTS_OPENAI_API_KEY,
+            "ENGINE": app.state.config.TTS_ENGINE,
+            "MODEL": app.state.config.TTS_MODEL,
+            "VOICE": app.state.config.TTS_VOICE,
+        },
+        "stt": {
+            "OPENAI_API_BASE_URL": app.state.config.STT_OPENAI_API_BASE_URL,
+            "OPENAI_API_KEY": app.state.config.STT_OPENAI_API_KEY,
+            "ENGINE": app.state.config.STT_ENGINE,
+            "MODEL": app.state.config.STT_MODEL,
+        },
     }
 
 
 @app.post("/config/update")
-async def update_openai_config(
-    form_data: OpenAIConfigUpdateForm, user=Depends(get_admin_user)
+async def update_audio_config(
+    form_data: AudioConfigUpdateForm, user=Depends(get_admin_user)
 ):
-    if form_data.key == "":
-        raise HTTPException(status_code=400, detail=ERROR_MESSAGES.API_KEY_NOT_FOUND)
+    app.state.config.TTS_OPENAI_API_BASE_URL = form_data.tts.OPENAI_API_BASE_URL
+    app.state.config.TTS_OPENAI_API_KEY = form_data.tts.OPENAI_API_KEY
+    app.state.config.TTS_ENGINE = form_data.tts.ENGINE
+    app.state.config.TTS_MODEL = form_data.tts.MODEL
+    app.state.config.TTS_VOICE = form_data.tts.VOICE
 
-    app.state.config.OPENAI_API_BASE_URL = form_data.url
-    app.state.config.OPENAI_API_KEY = form_data.key
-    app.state.config.OPENAI_API_MODEL = form_data.model
-    app.state.config.OPENAI_API_VOICE = form_data.speaker
+    app.state.config.STT_OPENAI_API_BASE_URL = form_data.stt.OPENAI_API_BASE_URL
+    app.state.config.STT_OPENAI_API_KEY = form_data.stt.OPENAI_API_KEY
+    app.state.config.STT_ENGINE = form_data.stt.ENGINE
+    app.state.config.STT_MODEL = form_data.stt.MODEL
 
     return {
-        "status": True,
-        "OPENAI_API_BASE_URL": app.state.config.OPENAI_API_BASE_URL,
-        "OPENAI_API_KEY": app.state.config.OPENAI_API_KEY,
-        "OPENAI_API_MODEL": app.state.config.OPENAI_API_MODEL,
-        "OPENAI_API_VOICE": app.state.config.OPENAI_API_VOICE,
+        "tts": {
+            "OPENAI_API_BASE_URL": app.state.config.TTS_OPENAI_API_BASE_URL,
+            "OPENAI_API_KEY": app.state.config.TTS_OPENAI_API_KEY,
+            "ENGINE": app.state.config.TTS_ENGINE,
+            "MODEL": app.state.config.TTS_MODEL,
+            "VOICE": app.state.config.TTS_VOICE,
+        },
+        "stt": {
+            "OPENAI_API_BASE_URL": app.state.config.STT_OPENAI_API_BASE_URL,
+            "OPENAI_API_KEY": app.state.config.STT_OPENAI_API_KEY,
+            "ENGINE": app.state.config.STT_ENGINE,
+            "MODEL": app.state.config.STT_MODEL,
+        },
     }
 
 
@@ -125,13 +195,21 @@ async def speech(request: Request, user=Depends(get_verified_user)):
         return FileResponse(file_path)
 
     headers = {}
-    headers["Authorization"] = f"Bearer {app.state.config.OPENAI_API_KEY}"
+    headers["Authorization"] = f"Bearer {app.state.config.TTS_OPENAI_API_KEY}"
     headers["Content-Type"] = "application/json"
 
+    try:
+        body = body.decode("utf-8")
+        body = json.loads(body)
+        body["model"] = app.state.config.TTS_MODEL
+        body = json.dumps(body).encode("utf-8")
+    except Exception as e:
+        pass
+
     r = None
     try:
         r = requests.post(
-            url=f"{app.state.config.OPENAI_API_BASE_URL}/audio/speech",
+            url=f"{app.state.config.TTS_OPENAI_API_BASE_URL}/audio/speech",
             data=body,
             headers=headers,
             stream=True,
@@ -181,41 +259,112 @@ def transcribe(
         )
 
     try:
-        filename = file.filename
-        file_path = f"{UPLOAD_DIR}/{filename}"
+        ext = file.filename.split(".")[-1]
+
+        id = uuid.uuid4()
+        filename = f"{id}.{ext}"
+
+        file_dir = f"{CACHE_DIR}/audio/transcriptions"
+        os.makedirs(file_dir, exist_ok=True)
+        file_path = f"{file_dir}/{filename}"
+
+        print(filename)
+
         contents = file.file.read()
         with open(file_path, "wb") as f:
             f.write(contents)
             f.close()
 
-        whisper_kwargs = {
-            "model_size_or_path": WHISPER_MODEL,
-            "device": whisper_device_type,
-            "compute_type": "int8",
-            "download_root": WHISPER_MODEL_DIR,
-            "local_files_only": not WHISPER_MODEL_AUTO_UPDATE,
-        }
+        if app.state.config.STT_ENGINE == "":
+            from faster_whisper import WhisperModel
 
-        log.debug(f"whisper_kwargs: {whisper_kwargs}")
+            whisper_kwargs = {
+                "model_size_or_path": WHISPER_MODEL,
+                "device": whisper_device_type,
+                "compute_type": "int8",
+                "download_root": WHISPER_MODEL_DIR,
+                "local_files_only": not WHISPER_MODEL_AUTO_UPDATE,
+            }
 
-        try:
-            model = WhisperModel(**whisper_kwargs)
-        except:
-            log.warning(
-                "WhisperModel initialization failed, attempting download with local_files_only=False"
+            log.debug(f"whisper_kwargs: {whisper_kwargs}")
+
+            try:
+                model = WhisperModel(**whisper_kwargs)
+            except:
+                log.warning(
+                    "WhisperModel initialization failed, attempting download with local_files_only=False"
+                )
+                whisper_kwargs["local_files_only"] = False
+                model = WhisperModel(**whisper_kwargs)
+
+            segments, info = model.transcribe(file_path, beam_size=5)
+            log.info(
+                "Detected language '%s' with probability %f"
+                % (info.language, info.language_probability)
             )
-            whisper_kwargs["local_files_only"] = False
-            model = WhisperModel(**whisper_kwargs)
 
-        segments, info = model.transcribe(file_path, beam_size=5)
-        log.info(
-            "Detected language '%s' with probability %f"
-            % (info.language, info.language_probability)
-        )
+            transcript = "".join([segment.text for segment in list(segments)])
 
-        transcript = "".join([segment.text for segment in list(segments)])
+            data = {"text": transcript.strip()}
 
-        return {"text": transcript.strip()}
+            # save the transcript to a json file
+            transcript_file = f"{file_dir}/{id}.json"
+            with open(transcript_file, "w") as f:
+                json.dump(data, f)
+
+            print(data)
+
+            return data
+
+        elif app.state.config.STT_ENGINE == "openai":
+            if is_mp4_audio(file_path):
+                print("is_mp4_audio")
+                os.rename(file_path, file_path.replace(".wav", ".mp4"))
+                # Convert MP4 audio file to WAV format
+                convert_mp4_to_wav(file_path.replace(".wav", ".mp4"), file_path)
+
+            headers = {"Authorization": f"Bearer {app.state.config.STT_OPENAI_API_KEY}"}
+
+            files = {"file": (filename, open(file_path, "rb"))}
+            data = {"model": app.state.config.STT_MODEL}
+
+            print(files, data)
+
+            r = None
+            try:
+                r = requests.post(
+                    url=f"{app.state.config.STT_OPENAI_API_BASE_URL}/audio/transcriptions",
+                    headers=headers,
+                    files=files,
+                    data=data,
+                )
+
+                r.raise_for_status()
+
+                data = r.json()
+
+                # save the transcript to a json file
+                transcript_file = f"{file_dir}/{id}.json"
+                with open(transcript_file, "w") as f:
+                    json.dump(data, f)
+
+                print(data)
+                return data
+            except Exception as e:
+                log.exception(e)
+                error_detail = "Open WebUI: Server Connection Error"
+                if r is not None:
+                    try:
+                        res = r.json()
+                        if "error" in res:
+                            error_detail = f"External: {res['error']['message']}"
+                    except:
+                        error_detail = f"External: {e}"
+
+                raise HTTPException(
+                    status_code=r.status_code if r != None else 500,
+                    detail=error_detail,
+                )
 
     except Exception as e:
         log.exception(e)

backend/apps/images/main.py

@@ -1,5 +1,6 @@
 import re
 import requests
+import base64
 from fastapi import (
     FastAPI,
     Request,
@@ -11,11 +12,10 @@ from fastapi import (
     Form,
 )
 from fastapi.middleware.cors import CORSMiddleware
-from faster_whisper import WhisperModel
 
 from constants import ERROR_MESSAGES
 from utils.utils import (
-    get_current_user,
+    get_verified_user,
     get_admin_user,
 )
 
@@ -36,7 +36,12 @@ from config import (
     IMAGE_GENERATION_ENGINE,
     ENABLE_IMAGE_GENERATION,
     AUTOMATIC1111_BASE_URL,
+    AUTOMATIC1111_API_AUTH,
     COMFYUI_BASE_URL,
+    COMFYUI_CFG_SCALE,
+    COMFYUI_SAMPLER,
+    COMFYUI_SCHEDULER,
+    COMFYUI_SD3,
     IMAGES_OPENAI_API_BASE_URL,
     IMAGES_OPENAI_API_KEY,
     IMAGE_GENERATION_MODEL,
@@ -45,7 +50,6 @@ from config import (
     AppConfig,
 )
 
-
 log = logging.getLogger(__name__)
 log.setLevel(SRC_LOG_LEVELS["IMAGES"])
 
@@ -71,13 +75,26 @@ app.state.config.OPENAI_API_KEY = IMAGES_OPENAI_API_KEY
 
 app.state.config.MODEL = IMAGE_GENERATION_MODEL
 
-
 app.state.config.AUTOMATIC1111_BASE_URL = AUTOMATIC1111_BASE_URL
+app.state.config.AUTOMATIC1111_API_AUTH = AUTOMATIC1111_API_AUTH
 app.state.config.COMFYUI_BASE_URL = COMFYUI_BASE_URL
 
-
 app.state.config.IMAGE_SIZE = IMAGE_SIZE
 app.state.config.IMAGE_STEPS = IMAGE_STEPS
+app.state.config.COMFYUI_CFG_SCALE = COMFYUI_CFG_SCALE
+app.state.config.COMFYUI_SAMPLER = COMFYUI_SAMPLER
+app.state.config.COMFYUI_SCHEDULER = COMFYUI_SCHEDULER
+app.state.config.COMFYUI_SD3 = COMFYUI_SD3
+
+
+def get_automatic1111_api_auth():
+    if app.state.config.AUTOMATIC1111_API_AUTH == None:
+        return ""
+    else:
+        auth1111_byte_string = app.state.config.AUTOMATIC1111_API_AUTH.encode("utf-8")
+        auth1111_base64_encoded_bytes = base64.b64encode(auth1111_byte_string)
+        auth1111_base64_encoded_string = auth1111_base64_encoded_bytes.decode("utf-8")
+        return f"Basic {auth1111_base64_encoded_string}"
 
 
 @app.get("/config")
@@ -105,6 +122,7 @@ async def update_config(form_data: ConfigUpdateForm, user=Depends(get_admin_user
 
 class EngineUrlUpdateForm(BaseModel):
     AUTOMATIC1111_BASE_URL: Optional[str] = None
+    AUTOMATIC1111_API_AUTH: Optional[str] = None
     COMFYUI_BASE_URL: Optional[str] = None
 
 
@@ -112,6 +130,7 @@ class EngineUrlUpdateForm(BaseModel):
 async def get_engine_url(user=Depends(get_admin_user)):
     return {
         "AUTOMATIC1111_BASE_URL": app.state.config.AUTOMATIC1111_BASE_URL,
+        "AUTOMATIC1111_API_AUTH": app.state.config.AUTOMATIC1111_API_AUTH,
         "COMFYUI_BASE_URL": app.state.config.COMFYUI_BASE_URL,
     }
 
@@ -120,7 +139,6 @@ async def get_engine_url(user=Depends(get_admin_user)):
 async def update_engine_url(
     form_data: EngineUrlUpdateForm, user=Depends(get_admin_user)
 ):
-
     if form_data.AUTOMATIC1111_BASE_URL == None:
         app.state.config.AUTOMATIC1111_BASE_URL = AUTOMATIC1111_BASE_URL
     else:
@@ -142,8 +160,14 @@ async def update_engine_url(
         except Exception as e:
             raise HTTPException(status_code=400, detail=ERROR_MESSAGES.DEFAULT(e))
 
+    if form_data.AUTOMATIC1111_API_AUTH == None:
+        app.state.config.AUTOMATIC1111_API_AUTH = AUTOMATIC1111_API_AUTH
+    else:
+        app.state.config.AUTOMATIC1111_API_AUTH = form_data.AUTOMATIC1111_API_AUTH
+
     return {
         "AUTOMATIC1111_BASE_URL": app.state.config.AUTOMATIC1111_BASE_URL,
+        "AUTOMATIC1111_API_AUTH": app.state.config.AUTOMATIC1111_API_AUTH,
         "COMFYUI_BASE_URL": app.state.config.COMFYUI_BASE_URL,
         "status": True,
     }
@@ -233,7 +257,7 @@ async def update_image_size(
 
 
 @app.get("/models")
-def get_models(user=Depends(get_current_user)):
+def get_models(user=Depends(get_verified_user)):
     try:
         if app.state.config.ENGINE == "openai":
             return [
@@ -254,7 +278,8 @@ def get_models(user=Depends(get_current_user)):
 
         else:
             r = requests.get(
-                url=f"{app.state.config.AUTOMATIC1111_BASE_URL}/sdapi/v1/sd-models"
+                url=f"{app.state.config.AUTOMATIC1111_BASE_URL}/sdapi/v1/sd-models",
+                headers={"authorization": get_automatic1111_api_auth()},
             )
             models = r.json()
             return list(
@@ -281,7 +306,8 @@ async def get_default_model(user=Depends(get_admin_user)):
             return {"model": (app.state.config.MODEL if app.state.config.MODEL else "")}
         else:
             r = requests.get(
-                url=f"{app.state.config.AUTOMATIC1111_BASE_URL}/sdapi/v1/options"
+                url=f"{app.state.config.AUTOMATIC1111_BASE_URL}/sdapi/v1/options",
+                headers={"authorization": get_automatic1111_api_auth()},
             )
             options = r.json()
             return {"model": options["sd_model_checkpoint"]}
@@ -299,8 +325,10 @@ def set_model_handler(model: str):
         app.state.config.MODEL = model
         return app.state.config.MODEL
     else:
+        api_auth = get_automatic1111_api_auth()
         r = requests.get(
-            url=f"{app.state.config.AUTOMATIC1111_BASE_URL}/sdapi/v1/options"
+            url=f"{app.state.config.AUTOMATIC1111_BASE_URL}/sdapi/v1/options",
+            headers={"authorization": api_auth},
         )
         options = r.json()
 
@@ -309,6 +337,7 @@ def set_model_handler(model: str):
             r = requests.post(
                 url=f"{app.state.config.AUTOMATIC1111_BASE_URL}/sdapi/v1/options",
                 json=options,
+                headers={"authorization": api_auth},
             )
 
         return options
@@ -317,7 +346,7 @@ def set_model_handler(model: str):
 @app.post("/models/default/update")
 def update_default_model(
     form_data: UpdateModelForm,
-    user=Depends(get_current_user),
+    user=Depends(get_verified_user),
 ):
     return set_model_handler(form_data.model)
 
@@ -392,11 +421,10 @@ def save_url_image(url):
 
 
 @app.post("/generations")
-def generate_image(
+async def image_generations(
     form_data: GenerateImageForm,
-    user=Depends(get_current_user),
+    user=Depends(get_verified_user),
 ):
-
     width, height = tuple(map(int, app.state.config.IMAGE_SIZE.split("x")))
 
     r = None
@@ -457,6 +485,18 @@ def generate_image(
             if form_data.negative_prompt is not None:
                 data["negative_prompt"] = form_data.negative_prompt
 
+            if app.state.config.COMFYUI_CFG_SCALE:
+                data["cfg_scale"] = app.state.config.COMFYUI_CFG_SCALE
+
+            if app.state.config.COMFYUI_SAMPLER is not None:
+                data["sampler"] = app.state.config.COMFYUI_SAMPLER
+
+            if app.state.config.COMFYUI_SCHEDULER is not None:
+                data["scheduler"] = app.state.config.COMFYUI_SCHEDULER
+
+            if app.state.config.COMFYUI_SD3 is not None:
+                data["sd3"] = app.state.config.COMFYUI_SD3
+
             data = ImageGenerationPayload(**data)
 
             res = comfyui_generate_image(
@@ -499,6 +539,7 @@ def generate_image(
             r = requests.post(
                 url=f"{app.state.config.AUTOMATIC1111_BASE_URL}/sdapi/v1/txt2img",
                 json=data,
+                headers={"authorization": get_automatic1111_api_auth()},
             )
 
             res = r.json()

backend/apps/images/utils/comfyui.py

@@ -190,6 +190,10 @@ class ImageGenerationPayload(BaseModel):
     width: int
     height: int
     n: int = 1
+    cfg_scale: Optional[float] = None
+    sampler: Optional[str] = None
+    scheduler: Optional[str] = None
+    sd3: Optional[bool] = None
 
 
 def comfyui_generate_image(
@@ -199,6 +203,18 @@ def comfyui_generate_image(
 
     comfyui_prompt = json.loads(COMFYUI_DEFAULT_PROMPT)
 
+    if payload.cfg_scale:
+        comfyui_prompt["3"]["inputs"]["cfg"] = payload.cfg_scale
+
+    if payload.sampler:
+        comfyui_prompt["3"]["inputs"]["sampler"] = payload.sampler
+
+    if payload.scheduler:
+        comfyui_prompt["3"]["inputs"]["scheduler"] = payload.scheduler
+
+    if payload.sd3:
+        comfyui_prompt["5"]["class_type"] = "EmptySD3LatentImage"
+
     comfyui_prompt["4"]["inputs"]["ckpt_name"] = model
     comfyui_prompt["5"]["inputs"]["batch_size"] = payload.n
     comfyui_prompt["5"]["inputs"]["width"] = payload.width

backend/apps/ollama/main.py

@@ -40,20 +40,20 @@ from utils.utils import (
     get_verified_user,
     get_admin_user,
 )
-
-from utils.models import get_model_id_from_custom_model_id
+from utils.task import prompt_template
 
 
 from config import (
     SRC_LOG_LEVELS,
     OLLAMA_BASE_URLS,
     ENABLE_OLLAMA_API,
+    AIOHTTP_CLIENT_TIMEOUT,
     ENABLE_MODEL_FILTER,
     MODEL_FILTER_LIST,
     UPLOAD_DIR,
     AppConfig,
 )
-from utils.misc import calculate_sha256
+from utils.misc import calculate_sha256, add_or_update_system_message
 
 log = logging.getLogger(__name__)
 log.setLevel(SRC_LOG_LEVELS["OLLAMA"])
@@ -134,7 +134,7 @@ async def update_ollama_api_url(form_data: UrlUpdateForm, user=Depends(get_admin
 async def fetch_url(url):
     timeout = aiohttp.ClientTimeout(total=5)
     try:
-        async with aiohttp.ClientSession(timeout=timeout) as session:
+        async with aiohttp.ClientSession(timeout=timeout, trust_env=True) as session:
             async with session.get(url) as response:
                 return await response.json()
     except Exception as e:
@@ -153,19 +153,29 @@ async def cleanup_response(
         await session.close()
 
 
-async def post_streaming_url(url: str, payload: str):
+async def post_streaming_url(url: str, payload: str, stream: bool = True):
     r = None
     try:
-        session = aiohttp.ClientSession()
+        session = aiohttp.ClientSession(
+            trust_env=True, timeout=aiohttp.ClientTimeout(total=AIOHTTP_CLIENT_TIMEOUT)
+        )
         r = await session.post(url, data=payload)
         r.raise_for_status()
 
-        return StreamingResponse(
-            r.content,
-            status_code=r.status,
-            headers=dict(r.headers),
-            background=BackgroundTask(cleanup_response, response=r, session=session),
-        )
+        if stream:
+            return StreamingResponse(
+                r.content,
+                status_code=r.status,
+                headers=dict(r.headers),
+                background=BackgroundTask(
+                    cleanup_response, response=r, session=session
+                ),
+            )
+        else:
+            res = await r.json()
+            await cleanup_response(r, session)
+            return res
+
     except Exception as e:
         error_detail = "Open WebUI: Server Connection Error"
         if r is not None:
@@ -198,9 +208,6 @@ def merge_models_lists(model_lists):
     return list(merged_models.values())
 
 
-# user=Depends(get_current_user)
-
-
 async def get_all_models():
     log.info("get_all_models()")
 
@@ -274,54 +281,57 @@ async def get_ollama_tags(
 @app.get("/api/version")
 @app.get("/api/version/{url_idx}")
 async def get_ollama_versions(url_idx: Optional[int] = None):
+    if app.state.config.ENABLE_OLLAMA_API:
+        if url_idx == None:
 
-    if url_idx == None:
+            # returns lowest version
+            tasks = [
+                fetch_url(f"{url}/api/version")
+                for url in app.state.config.OLLAMA_BASE_URLS
+            ]
+            responses = await asyncio.gather(*tasks)
+            responses = list(filter(lambda x: x is not None, responses))
 
-        # returns lowest version
-        tasks = [
-            fetch_url(f"{url}/api/version") for url in app.state.config.OLLAMA_BASE_URLS
-        ]
-        responses = await asyncio.gather(*tasks)
-        responses = list(filter(lambda x: x is not None, responses))
+            if len(responses) > 0:
+                lowest_version = min(
+                    responses,
+                    key=lambda x: tuple(
+                        map(int, re.sub(r"^v|-.*", "", x["version"]).split("."))
+                    ),
+                )
 
-        if len(responses) > 0:
-            lowest_version = min(
-                responses,
-                key=lambda x: tuple(
-                    map(int, re.sub(r"^v|-.*", "", x["version"]).split("."))
-                ),
-            )
-
-            return {"version": lowest_version["version"]}
+                return {"version": lowest_version["version"]}
+            else:
+                raise HTTPException(
+                    status_code=500,
+                    detail=ERROR_MESSAGES.OLLAMA_NOT_FOUND,
+                )
         else:
-            raise HTTPException(
-                status_code=500,
-                detail=ERROR_MESSAGES.OLLAMA_NOT_FOUND,
-            )
+            url = app.state.config.OLLAMA_BASE_URLS[url_idx]
+
+            r = None
+            try:
+                r = requests.request(method="GET", url=f"{url}/api/version")
+                r.raise_for_status()
+
+                return r.json()
+            except Exception as e:
+                log.exception(e)
+                error_detail = "Open WebUI: Server Connection Error"
+                if r is not None:
+                    try:
+                        res = r.json()
+                        if "error" in res:
+                            error_detail = f"Ollama: {res['error']}"
+                    except:
+                        error_detail = f"Ollama: {e}"
+
+                raise HTTPException(
+                    status_code=r.status_code if r else 500,
+                    detail=error_detail,
+                )
     else:
-        url = app.state.config.OLLAMA_BASE_URLS[url_idx]
-
-        r = None
-        try:
-            r = requests.request(method="GET", url=f"{url}/api/version")
-            r.raise_for_status()
-
-            return r.json()
-        except Exception as e:
-            log.exception(e)
-            error_detail = "Open WebUI: Server Connection Error"
-            if r is not None:
-                try:
-                    res = r.json()
-                    if "error" in res:
-                        error_detail = f"Ollama: {res['error']}"
-                except:
-                    error_detail = f"Ollama: {e}"
-
-            raise HTTPException(
-                status_code=r.status_code if r else 500,
-                detail=error_detail,
-            )
+        return {"version": False}
 
 
 class ModelNameForm(BaseModel):
@@ -718,58 +728,100 @@ async def generate_chat_completion(
     )
 
     payload = {
-        **form_data.model_dump(exclude_none=True),
+        **form_data.model_dump(exclude_none=True, exclude=["metadata"]),
     }
+    if "metadata" in payload:
+        del payload["metadata"]
 
     model_id = form_data.model
     model_info = Models.get_model_by_id(model_id)
 
     if model_info:
-        print(model_info)
         if model_info.base_model_id:
             payload["model"] = model_info.base_model_id
 
         model_info.params = model_info.params.model_dump()
 
         if model_info.params:
-            payload["options"] = {}
+            if payload.get("options") is None:
+                payload["options"] = {}
 
-            if model_info.params.get("mirostat", None):
+            if (
+                model_info.params.get("mirostat", None)
+                and payload["options"].get("mirostat") is None
+            ):
                 payload["options"]["mirostat"] = model_info.params.get("mirostat", None)
 
-            if model_info.params.get("mirostat_eta", None):
+            if (
+                model_info.params.get("mirostat_eta", None)
+                and payload["options"].get("mirostat_eta") is None
+            ):
                 payload["options"]["mirostat_eta"] = model_info.params.get(
                     "mirostat_eta", None
                 )
 
-            if model_info.params.get("mirostat_tau", None):
-
+            if (
+                model_info.params.get("mirostat_tau", None)
+                and payload["options"].get("mirostat_tau") is None
+            ):
                 payload["options"]["mirostat_tau"] = model_info.params.get(
                     "mirostat_tau", None
                 )
 
-            if model_info.params.get("num_ctx", None):
+            if (
+                model_info.params.get("num_ctx", None)
+                and payload["options"].get("num_ctx") is None
+            ):
                 payload["options"]["num_ctx"] = model_info.params.get("num_ctx", None)
 
-            if model_info.params.get("repeat_last_n", None):
+            if (
+                model_info.params.get("num_batch", None)
+                and payload["options"].get("num_batch") is None
+            ):
+                payload["options"]["num_batch"] = model_info.params.get(
+                    "num_batch", None
+                )
+
+            if (
+                model_info.params.get("num_keep", None)
+                and payload["options"].get("num_keep") is None
+            ):
+                payload["options"]["num_keep"] = model_info.params.get("num_keep", None)
+
+            if (
+                model_info.params.get("repeat_last_n", None)
+                and payload["options"].get("repeat_last_n") is None
+            ):
                 payload["options"]["repeat_last_n"] = model_info.params.get(
                     "repeat_last_n", None
                 )
 
-            if model_info.params.get("frequency_penalty", None):
+            if (
+                model_info.params.get("frequency_penalty", None)
+                and payload["options"].get("frequency_penalty") is None
+            ):
                 payload["options"]["repeat_penalty"] = model_info.params.get(
                     "frequency_penalty", None
                 )
 
-            if model_info.params.get("temperature", None):
+            if (
+                model_info.params.get("temperature", None)
+                and payload["options"].get("temperature") is None
+            ):
                 payload["options"]["temperature"] = model_info.params.get(
                     "temperature", None
                 )
 
-            if model_info.params.get("seed", None):
+            if (
+                model_info.params.get("seed", None)
+                and payload["options"].get("seed") is None
+            ):
                 payload["options"]["seed"] = model_info.params.get("seed", None)
 
-            if model_info.params.get("stop", None):
+            if (
+                model_info.params.get("stop", None)
+                and payload["options"].get("stop") is None
+            ):
                 payload["options"]["stop"] = (
                     [
                         bytes(stop, "utf-8").decode("unicode_escape")
@@ -779,51 +831,74 @@ async def generate_chat_completion(
                     else None
                 )
 
-            if model_info.params.get("tfs_z", None):
+            if (
+                model_info.params.get("tfs_z", None)
+                and payload["options"].get("tfs_z") is None
+            ):
                 payload["options"]["tfs_z"] = model_info.params.get("tfs_z", None)
 
-            if model_info.params.get("max_tokens", None):
+            if (
+                model_info.params.get("max_tokens", None)
+                and payload["options"].get("max_tokens") is None
+            ):
                 payload["options"]["num_predict"] = model_info.params.get(
                     "max_tokens", None
                 )
 
-            if model_info.params.get("top_k", None):
+            if (
+                model_info.params.get("top_k", None)
+                and payload["options"].get("top_k") is None
+            ):
                 payload["options"]["top_k"] = model_info.params.get("top_k", None)
 
-            if model_info.params.get("top_p", None):
+            if (
+                model_info.params.get("top_p", None)
+                and payload["options"].get("top_p") is None
+            ):
                 payload["options"]["top_p"] = model_info.params.get("top_p", None)
 
-            if model_info.params.get("use_mmap", None):
+            if (
+                model_info.params.get("use_mmap", None)
+                and payload["options"].get("use_mmap") is None
+            ):
                 payload["options"]["use_mmap"] = model_info.params.get("use_mmap", None)
 
-            if model_info.params.get("use_mlock", None):
+            if (
+                model_info.params.get("use_mlock", None)
+                and payload["options"].get("use_mlock") is None
+            ):
                 payload["options"]["use_mlock"] = model_info.params.get(
                     "use_mlock", None
                 )
 
-            if model_info.params.get("num_thread", None):
+            if (
+                model_info.params.get("num_thread", None)
+                and payload["options"].get("num_thread") is None
+            ):
                 payload["options"]["num_thread"] = model_info.params.get(
                     "num_thread", None
                 )
 
-        if model_info.params.get("system", None):
-            # Check if the payload already has a system message
-            # If not, add a system message to the payload
+        system = model_info.params.get("system", None)
+        if system:
+            system = prompt_template(
+                system,
+                **(
+                    {
+                        "user_name": user.name,
+                        "user_location": (
+                            user.info.get("location") if user.info else None
+                        ),
+                    }
+                    if user
+                    else {}
+                ),
+            )
+
             if payload.get("messages"):
-                for message in payload["messages"]:
-                    if message.get("role") == "system":
-                        message["content"] = (
-                            model_info.params.get("system", None) + message["content"]
-                        )
-                        break
-                else:
-                    payload["messages"].insert(
-                        0,
-                        {
-                            "role": "system",
-                            "content": model_info.params.get("system", None),
-                        },
-                    )
+                payload["messages"] = add_or_update_system_message(
+                    system, payload["messages"]
+                )
 
     if url_idx == None:
         if ":" not in payload["model"]:
@@ -839,16 +914,20 @@ async def generate_chat_completion(
 
     url = app.state.config.OLLAMA_BASE_URLS[url_idx]
     log.info(f"url: {url}")
-
-    print(payload)
+    log.debug(payload)
 
     return await post_streaming_url(f"{url}/api/chat", json.dumps(payload))
 
 
 # TODO: we should update this part once Ollama supports other types
+class OpenAIChatMessageContent(BaseModel):
+    type: str
+    model_config = ConfigDict(extra="allow")
+
+
 class OpenAIChatMessage(BaseModel):
     role: str
-    content: str
+    content: Union[str, OpenAIChatMessageContent]
 
     model_config = ConfigDict(extra="allow")
 
@@ -863,20 +942,20 @@ class OpenAIChatCompletionForm(BaseModel):
 @app.post("/v1/chat/completions")
 @app.post("/v1/chat/completions/{url_idx}")
 async def generate_openai_chat_completion(
-    form_data: OpenAIChatCompletionForm,
+    form_data: dict,
     url_idx: Optional[int] = None,
     user=Depends(get_verified_user),
 ):
+    form_data = OpenAIChatCompletionForm(**form_data)
+    payload = {**form_data.model_dump(exclude_none=True, exclude=["metadata"])}
 
-    payload = {
-        **form_data.model_dump(exclude_none=True),
-    }
+    if "metadata" in payload:
+        del payload["metadata"]
 
     model_id = form_data.model
     model_info = Models.get_model_by_id(model_id)
 
     if model_info:
-        print(model_info)
         if model_info.base_model_id:
             payload["model"] = model_info.base_model_id
 
@@ -899,22 +978,35 @@ async def generate_openai_chat_completion(
                 else None
             )
 
-        if model_info.params.get("system", None):
+        system = model_info.params.get("system", None)
+
+        if system:
+            system = prompt_template(
+                system,
+                **(
+                    {
+                        "user_name": user.name,
+                        "user_location": (
+                            user.info.get("location") if user.info else None
+                        ),
+                    }
+                    if user
+                    else {}
+                ),
+            )
             # Check if the payload already has a system message
             # If not, add a system message to the payload
             if payload.get("messages"):
                 for message in payload["messages"]:
                     if message.get("role") == "system":
-                        message["content"] = (
-                            model_info.params.get("system", None) + message["content"]
-                        )
+                        message["content"] = system + message["content"]
                         break
                 else:
                     payload["messages"].insert(
                         0,
                         {
                             "role": "system",
-                            "content": model_info.params.get("system", None),
+                            "content": system,
                         },
                     )
 
@@ -933,7 +1025,11 @@ async def generate_openai_chat_completion(
     url = app.state.config.OLLAMA_BASE_URLS[url_idx]
     log.info(f"url: {url}")
 
-    return await post_streaming_url(f"{url}/v1/chat/completions", json.dumps(payload))
+    return await post_streaming_url(
+        f"{url}/v1/chat/completions",
+        json.dumps(payload),
+        stream=payload.get("stream", False),
+    )
 
 
 @app.get("/v1/models")
@@ -1045,7 +1141,7 @@ async def download_file_stream(
 
     timeout = aiohttp.ClientTimeout(total=600)  # Set the timeout
 
-    async with aiohttp.ClientSession(timeout=timeout) as session:
+    async with aiohttp.ClientSession(timeout=timeout, trust_env=True) as session:
         async with session.get(file_url, headers=headers) as response:
             total_size = int(response.headers.get("content-length", 0)) + current_size
 
@@ -1080,17 +1176,13 @@ async def download_file_stream(
                         raise "Ollama: Could not create blob, Please try again."
 
 
-# def number_generator():
-#     for i in range(1, 101):
-#         yield f"data: {i}\n"
-
-
 # url = "https://huggingface.co/TheBloke/stablelm-zephyr-3b-GGUF/resolve/main/stablelm-zephyr-3b.Q2_K.gguf"
 @app.post("/models/download")
 @app.post("/models/download/{url_idx}")
 async def download_model(
     form_data: UrlForm,
     url_idx: Optional[int] = None,
+    user=Depends(get_admin_user),
 ):
 
     allowed_hosts = ["https://huggingface.co/", "https://github.com/"]
@@ -1119,7 +1211,11 @@ async def download_model(
 
 @app.post("/models/upload")
 @app.post("/models/upload/{url_idx}")
-def upload_model(file: UploadFile = File(...), url_idx: Optional[int] = None):
+def upload_model(
+    file: UploadFile = File(...),
+    url_idx: Optional[int] = None,
+    user=Depends(get_admin_user),
+):
     if url_idx == None:
         url_idx = 0
     ollama_url = app.state.config.OLLAMA_BASE_URLS[url_idx]
@@ -1182,137 +1278,3 @@ def upload_model(file: UploadFile = File(...), url_idx: Optional[int] = None):
             yield f"data: {json.dumps(res)}\n\n"
 
     return StreamingResponse(file_process_stream(), media_type="text/event-stream")
-
-
-# async def upload_model(file: UploadFile = File(), url_idx: Optional[int] = None):
-#     if url_idx == None:
-#         url_idx = 0
-#     url = app.state.config.OLLAMA_BASE_URLS[url_idx]
-
-#     file_location = os.path.join(UPLOAD_DIR, file.filename)
-#     total_size = file.size
-
-#     async def file_upload_generator(file):
-#         print(file)
-#         try:
-#             async with aiofiles.open(file_location, "wb") as f:
-#                 completed_size = 0
-#                 while True:
-#                     chunk = await file.read(1024*1024)
-#                     if not chunk:
-#                         break
-#                     await f.write(chunk)
-#                     completed_size += len(chunk)
-#                     progress = (completed_size / total_size) * 100
-
-#                     print(progress)
-#                     yield f'data: {json.dumps({"status": "uploading", "percentage": progress, "total": total_size, "completed": completed_size, "done": False})}\n'
-#         except Exception as e:
-#             print(e)
-#             yield f"data: {json.dumps({'status': 'error', 'message': str(e)})}\n"
-#         finally:
-#             await file.close()
-#             print("done")
-#             yield f'data: {json.dumps({"status": "completed", "percentage": 100, "total": total_size, "completed": completed_size, "done": True})}\n'
-
-#     return StreamingResponse(
-#         file_upload_generator(copy.deepcopy(file)), media_type="text/event-stream"
-#     )
-
-
-@app.api_route("/{path:path}", methods=["GET", "POST", "PUT", "DELETE"])
-async def deprecated_proxy(
-    path: str, request: Request, user=Depends(get_verified_user)
-):
-    url = app.state.config.OLLAMA_BASE_URLS[0]
-    target_url = f"{url}/{path}"
-
-    body = await request.body()
-    headers = dict(request.headers)
-
-    if user.role in ["user", "admin"]:
-        if path in ["pull", "delete", "push", "copy", "create"]:
-            if user.role != "admin":
-                raise HTTPException(
-                    status_code=status.HTTP_401_UNAUTHORIZED,
-                    detail=ERROR_MESSAGES.ACCESS_PROHIBITED,
-                )
-    else:
-        raise HTTPException(
-            status_code=status.HTTP_401_UNAUTHORIZED,
-            detail=ERROR_MESSAGES.ACCESS_PROHIBITED,
-        )
-
-    headers.pop("host", None)
-    headers.pop("authorization", None)
-    headers.pop("origin", None)
-    headers.pop("referer", None)
-
-    r = None
-
-    def get_request():
-        nonlocal r
-
-        request_id = str(uuid.uuid4())
-        try:
-            REQUEST_POOL.append(request_id)
-
-            def stream_content():
-                try:
-                    if path == "generate":
-                        data = json.loads(body.decode("utf-8"))
-
-                        if data.get("stream", True):
-                            yield json.dumps({"id": request_id, "done": False}) + "\n"
-
-                    elif path == "chat":
-                        yield json.dumps({"id": request_id, "done": False}) + "\n"
-
-                    for chunk in r.iter_content(chunk_size=8192):
-                        if request_id in REQUEST_POOL:
-                            yield chunk
-                        else:
-                            log.warning("User: canceled request")
-                            break
-                finally:
-                    if hasattr(r, "close"):
-                        r.close()
-                        if request_id in REQUEST_POOL:
-                            REQUEST_POOL.remove(request_id)
-
-            r = requests.request(
-                method=request.method,
-                url=target_url,
-                data=body,
-                headers=headers,
-                stream=True,
-            )
-
-            r.raise_for_status()
-
-            # r.close()
-
-            return StreamingResponse(
-                stream_content(),
-                status_code=r.status_code,
-                headers=dict(r.headers),
-            )
-        except Exception as e:
-            raise e
-
-    try:
-        return await run_in_threadpool(get_request)
-    except Exception as e:
-        error_detail = "Open WebUI: Server Connection Error"
-        if r is not None:
-            try:
-                res = r.json()
-                if "error" in res:
-                    error_detail = f"Ollama: {res['error']}"
-            except:
-                error_detail = f"Ollama: {e}"
-
-        raise HTTPException(
-            status_code=r.status_code if r else 500,
-            detail=error_detail,
-        )

backend/apps/openai/main.py

@@ -16,13 +16,17 @@ from apps.webui.models.users import Users
 from constants import ERROR_MESSAGES
 from utils.utils import (
     decode_token,
-    get_current_user,
+    get_verified_user,
     get_verified_user,
     get_admin_user,
 )
+from utils.task import prompt_template
+from utils.misc import add_or_update_system_message
+
 from config import (
     SRC_LOG_LEVELS,
     ENABLE_OPENAI_API,
+    AIOHTTP_CLIENT_TIMEOUT,
     OPENAI_API_BASE_URLS,
     OPENAI_API_KEYS,
     CACHE_DIR,
@@ -186,7 +190,7 @@ async def fetch_url(url, key):
     timeout = aiohttp.ClientTimeout(total=5)
     try:
         headers = {"Authorization": f"Bearer {key}"}
-        async with aiohttp.ClientSession(timeout=timeout) as session:
+        async with aiohttp.ClientSession(timeout=timeout, trust_env=True) as session:
             async with session.get(url, headers=headers) as response:
                 return await response.json()
     except Exception as e:
@@ -294,7 +298,7 @@ async def get_all_models(raw: bool = False):
 
 @app.get("/models")
 @app.get("/models/{url_idx}")
-async def get_models(url_idx: Optional[int] = None, user=Depends(get_current_user)):
+async def get_models(url_idx: Optional[int] = None, user=Depends(get_verified_user)):
     if url_idx == None:
         models = await get_all_models()
         if app.state.config.ENABLE_MODEL_FILTER:
@@ -345,114 +349,113 @@ async def get_models(url_idx: Optional[int] = None, user=Depends(get_current_use
             )
 
 
-@app.api_route("/{path:path}", methods=["GET", "POST", "PUT", "DELETE"])
-async def proxy(path: str, request: Request, user=Depends(get_verified_user)):
+@app.post("/chat/completions")
+@app.post("/chat/completions/{url_idx}")
+async def generate_chat_completion(
+    form_data: dict,
+    url_idx: Optional[int] = None,
+    user=Depends(get_verified_user),
+):
     idx = 0
+    payload = {**form_data}
+    if "metadata" in payload:
+        del payload["metadata"]
 
-    body = await request.body()
-    # TODO: Remove below after gpt-4-vision fix from Open AI
-    # Try to decode the body of the request from bytes to a UTF-8 string (Require add max_token to fix gpt-4-vision)
+    model_id = form_data.get("model")
+    model_info = Models.get_model_by_id(model_id)
 
-    payload = None
+    if model_info:
+        if model_info.base_model_id:
+            payload["model"] = model_info.base_model_id
 
-    try:
-        if "chat/completions" in path:
-            body = body.decode("utf-8")
-            body = json.loads(body)
+        model_info.params = model_info.params.model_dump()
 
-            payload = {**body}
+        if model_info.params:
+            if (
+                model_info.params.get("temperature", None)
+                and payload.get("temperature") is None
+            ):
+                payload["temperature"] = float(model_info.params.get("temperature"))
 
-            model_id = body.get("model")
-            model_info = Models.get_model_by_id(model_id)
+            if model_info.params.get("top_p", None) and payload.get("top_p") is None:
+                payload["top_p"] = int(model_info.params.get("top_p", None))
 
-            if model_info:
-                print(model_info)
-                if model_info.base_model_id:
-                    payload["model"] = model_info.base_model_id
+            if (
+                model_info.params.get("max_tokens", None)
+                and payload.get("max_tokens") is None
+            ):
+                payload["max_tokens"] = int(model_info.params.get("max_tokens", None))
 
-                model_info.params = model_info.params.model_dump()
+            if (
+                model_info.params.get("frequency_penalty", None)
+                and payload.get("frequency_penalty") is None
+            ):
+                payload["frequency_penalty"] = int(
+                    model_info.params.get("frequency_penalty", None)
+                )
 
-                if model_info.params:
-                    if model_info.params.get("temperature", None):
-                        payload["temperature"] = int(
-                            model_info.params.get("temperature")
-                        )
+            if model_info.params.get("seed", None) and payload.get("seed") is None:
+                payload["seed"] = model_info.params.get("seed", None)
 
-                    if model_info.params.get("top_p", None):
-                        payload["top_p"] = int(model_info.params.get("top_p", None))
+            if model_info.params.get("stop", None) and payload.get("stop") is None:
+                payload["stop"] = (
+                    [
+                        bytes(stop, "utf-8").decode("unicode_escape")
+                        for stop in model_info.params["stop"]
+                    ]
+                    if model_info.params.get("stop", None)
+                    else None
+                )
 
-                    if model_info.params.get("max_tokens", None):
-                        payload["max_tokens"] = int(
-                            model_info.params.get("max_tokens", None)
-                        )
+        system = model_info.params.get("system", None)
+        if system:
+            system = prompt_template(
+                system,
+                **(
+                    {
+                        "user_name": user.name,
+                        "user_location": (
+                            user.info.get("location") if user.info else None
+                        ),
+                    }
+                    if user
+                    else {}
+                ),
+            )
+            if payload.get("messages"):
+                payload["messages"] = add_or_update_system_message(
+                    system, payload["messages"]
+                )
 
-                    if model_info.params.get("frequency_penalty", None):
-                        payload["frequency_penalty"] = int(
-                            model_info.params.get("frequency_penalty", None)
-                        )
+    else:
+        pass
 
-                    if model_info.params.get("seed", None):
-                        payload["seed"] = model_info.params.get("seed", None)
+    model = app.state.MODELS[payload.get("model")]
+    idx = model["urlIdx"]
 
-                    if model_info.params.get("stop", None):
-                        payload["stop"] = (
-                            [
-                                bytes(stop, "utf-8").decode("unicode_escape")
-                                for stop in model_info.params["stop"]
-                            ]
-                            if model_info.params.get("stop", None)
-                            else None
-                        )
+    if "pipeline" in model and model.get("pipeline"):
+        payload["user"] = {
+            "name": user.name,
+            "id": user.id,
+            "email": user.email,
+            "role": user.role,
+        }
 
-                if model_info.params.get("system", None):
-                    # Check if the payload already has a system message
-                    # If not, add a system message to the payload
-                    if payload.get("messages"):
-                        for message in payload["messages"]:
-                            if message.get("role") == "system":
-                                message["content"] = (
-                                    model_info.params.get("system", None)
-                                    + message["content"]
-                                )
-                                break
-                        else:
-                            payload["messages"].insert(
-                                0,
-                                {
-                                    "role": "system",
-                                    "content": model_info.params.get("system", None),
-                                },
-                            )
-            else:
-                pass
+    # Check if the model is "gpt-4-vision-preview" and set "max_tokens" to 4000
+    # This is a workaround until OpenAI fixes the issue with this model
+    if payload.get("model") == "gpt-4-vision-preview":
+        if "max_tokens" not in payload:
+            payload["max_tokens"] = 4000
+        log.debug("Modified payload:", payload)
 
-            model = app.state.MODELS[payload.get("model")]
+    # Convert the modified body back to JSON
+    payload = json.dumps(payload)
 
-            idx = model["urlIdx"]
-
-            if "pipeline" in model and model.get("pipeline"):
-                payload["user"] = {"name": user.name, "id": user.id}
-
-            # Check if the model is "gpt-4-vision-preview" and set "max_tokens" to 4000
-            # This is a workaround until OpenAI fixes the issue with this model
-            if payload.get("model") == "gpt-4-vision-preview":
-                if "max_tokens" not in payload:
-                    payload["max_tokens"] = 4000
-                log.debug("Modified payload:", payload)
-
-            # Convert the modified body back to JSON
-            payload = json.dumps(payload)
-
-    except json.JSONDecodeError as e:
-        log.error("Error loading request body into a dictionary:", e)
-
-    print(payload)
+    log.debug(payload)
 
     url = app.state.config.OPENAI_API_BASE_URLS[idx]
     key = app.state.config.OPENAI_API_KEYS[idx]
 
-    target_url = f"{url}/{path}"
-
     headers = {}
     headers["Authorization"] = f"Bearer {key}"
     headers["Content-Type"] = "application/json"
@@ -462,11 +465,76 @@ async def proxy(path: str, request: Request, user=Depends(get_verified_user)):
     streaming = False
 
     try:
-        session = aiohttp.ClientSession()
+        session = aiohttp.ClientSession(
+            trust_env=True, timeout=aiohttp.ClientTimeout(total=AIOHTTP_CLIENT_TIMEOUT)
+        )
         r = await session.request(
-            method=request.method,
-            url=target_url,
-            data=payload if payload else body,
+            method="POST",
+            url=f"{url}/chat/completions",
+            data=payload,
+            headers=headers,
+        )
+
+        r.raise_for_status()
+
+        # Check if response is SSE
+        if "text/event-stream" in r.headers.get("Content-Type", ""):
+            streaming = True
+            return StreamingResponse(
+                r.content,
+                status_code=r.status,
+                headers=dict(r.headers),
+                background=BackgroundTask(
+                    cleanup_response, response=r, session=session
+                ),
+            )
+        else:
+            response_data = await r.json()
+            return response_data
+    except Exception as e:
+        log.exception(e)
+        error_detail = "Open WebUI: Server Connection Error"
+        if r is not None:
+            try:
+                res = await r.json()
+                print(res)
+                if "error" in res:
+                    error_detail = f"External: {res['error']['message'] if 'message' in res['error'] else res['error']}"
+            except:
+                error_detail = f"External: {e}"
+        raise HTTPException(status_code=r.status if r else 500, detail=error_detail)
+    finally:
+        if not streaming and session:
+            if r:
+                r.close()
+            await session.close()
+
+
+@app.api_route("/{path:path}", methods=["GET", "POST", "PUT", "DELETE"])
+async def proxy(path: str, request: Request, user=Depends(get_verified_user)):
+    idx = 0
+
+    body = await request.body()
+
+    url = app.state.config.OPENAI_API_BASE_URLS[idx]
+    key = app.state.config.OPENAI_API_KEYS[idx]
+
+    target_url = f"{url}/{path}"
+
+    headers = {}
+    headers["Authorization"] = f"Bearer {key}"
+    headers["Content-Type"] = "application/json"
+
+    r = None
+    session = None
+    streaming = False
+
+    try:
+        session = aiohttp.ClientSession(trust_env=True)
+        r = await session.request(
+            method=request.method,
+            url=target_url,
+            data=body,
             headers=headers,
         )
 

backend/apps/rag/main.py

@@ -8,12 +8,15 @@ from fastapi import (
     Form,
 )
 from fastapi.middleware.cors import CORSMiddleware
+import requests
 import os, shutil, logging, re
+from datetime import datetime
 
 from pathlib import Path
-from typing import List, Union, Sequence
+from typing import List, Union, Sequence, Iterator, Any
 
 from chromadb.utils.batch_utils import create_batches
+from langchain_core.documents import Document
 
 from langchain_community.document_loaders import (
     WebBaseLoader,
@@ -30,6 +33,7 @@ from langchain_community.document_loaders import (
     UnstructuredExcelLoader,
     UnstructuredPowerPointLoader,
     YoutubeLoader,
+    OutlookMessageLoader,
 )
 from langchain.text_splitter import RecursiveCharacterTextSplitter
 
@@ -44,13 +48,14 @@ import mimetypes
 import uuid
 import json
 
-import sentence_transformers
-
 from apps.webui.models.documents import (
     Documents,
     DocumentForm,
     DocumentResponse,
 )
+from apps.webui.models.files import (
+    Files,
+)
 
 from apps.rag.utils import (
     get_model_path,
@@ -67,7 +72,10 @@ from apps.rag.search.main import SearchResult
 from apps.rag.search.searxng import search_searxng
 from apps.rag.search.serper import search_serper
 from apps.rag.search.serpstack import search_serpstack
-
+from apps.rag.search.serply import search_serply
+from apps.rag.search.duckduckgo import search_duckduckgo
+from apps.rag.search.tavily import search_tavily
+from apps.rag.search.jina_search import search_jina
 
 from utils.misc import (
     calculate_sha256,
@@ -75,13 +83,16 @@ from utils.misc import (
     sanitize_filename,
     extract_folders_after_data_docs,
 )
-from utils.utils import get_current_user, get_admin_user
+from utils.utils import get_verified_user, get_admin_user
 
 from config import (
+    AppConfig,
     ENV,
     SRC_LOG_LEVELS,
     UPLOAD_DIR,
     DOCS_DIR,
+    CONTENT_EXTRACTION_ENGINE,
+    TIKA_SERVER_URL,
     RAG_TOP_K,
     RAG_RELEVANCE_THRESHOLD,
     RAG_EMBEDDING_ENGINE,
@@ -105,6 +116,7 @@ from config import (
     YOUTUBE_LOADER_LANGUAGE,
     ENABLE_RAG_WEB_SEARCH,
     RAG_WEB_SEARCH_ENGINE,
+    RAG_WEB_SEARCH_DOMAIN_FILTER_LIST,
     SEARXNG_QUERY_URL,
     GOOGLE_PSE_API_KEY,
     GOOGLE_PSE_ENGINE_ID,
@@ -112,9 +124,11 @@ from config import (
     SERPSTACK_API_KEY,
     SERPSTACK_HTTPS,
     SERPER_API_KEY,
+    SERPLY_API_KEY,
+    TAVILY_API_KEY,
     RAG_WEB_SEARCH_RESULT_COUNT,
     RAG_WEB_SEARCH_CONCURRENT_REQUESTS,
-    AppConfig,
+    RAG_EMBEDDING_OPENAI_BATCH_SIZE,
 )
 
 from constants import ERROR_MESSAGES
@@ -134,11 +148,15 @@ app.state.config.ENABLE_RAG_WEB_LOADER_SSL_VERIFICATION = (
     ENABLE_RAG_WEB_LOADER_SSL_VERIFICATION
 )
 
+app.state.config.CONTENT_EXTRACTION_ENGINE = CONTENT_EXTRACTION_ENGINE
+app.state.config.TIKA_SERVER_URL = TIKA_SERVER_URL
+
 app.state.config.CHUNK_SIZE = CHUNK_SIZE
 app.state.config.CHUNK_OVERLAP = CHUNK_OVERLAP
 
 app.state.config.RAG_EMBEDDING_ENGINE = RAG_EMBEDDING_ENGINE
 app.state.config.RAG_EMBEDDING_MODEL = RAG_EMBEDDING_MODEL
+app.state.config.RAG_EMBEDDING_OPENAI_BATCH_SIZE = RAG_EMBEDDING_OPENAI_BATCH_SIZE
 app.state.config.RAG_RERANKING_MODEL = RAG_RERANKING_MODEL
 app.state.config.RAG_TEMPLATE = RAG_TEMPLATE
 
@@ -155,6 +173,7 @@ app.state.YOUTUBE_LOADER_TRANSLATION = None
 
 app.state.config.ENABLE_RAG_WEB_SEARCH = ENABLE_RAG_WEB_SEARCH
 app.state.config.RAG_WEB_SEARCH_ENGINE = RAG_WEB_SEARCH_ENGINE
+app.state.config.RAG_WEB_SEARCH_DOMAIN_FILTER_LIST = RAG_WEB_SEARCH_DOMAIN_FILTER_LIST
 
 app.state.config.SEARXNG_QUERY_URL = SEARXNG_QUERY_URL
 app.state.config.GOOGLE_PSE_API_KEY = GOOGLE_PSE_API_KEY
@@ -163,6 +182,8 @@ app.state.config.BRAVE_SEARCH_API_KEY = BRAVE_SEARCH_API_KEY
 app.state.config.SERPSTACK_API_KEY = SERPSTACK_API_KEY
 app.state.config.SERPSTACK_HTTPS = SERPSTACK_HTTPS
 app.state.config.SERPER_API_KEY = SERPER_API_KEY
+app.state.config.SERPLY_API_KEY = SERPLY_API_KEY
+app.state.config.TAVILY_API_KEY = TAVILY_API_KEY
 app.state.config.RAG_WEB_SEARCH_RESULT_COUNT = RAG_WEB_SEARCH_RESULT_COUNT
 app.state.config.RAG_WEB_SEARCH_CONCURRENT_REQUESTS = RAG_WEB_SEARCH_CONCURRENT_REQUESTS
 
@@ -172,6 +193,8 @@ def update_embedding_model(
     update_model: bool = False,
 ):
     if embedding_model and app.state.config.RAG_EMBEDDING_ENGINE == "":
+        import sentence_transformers
+
         app.state.sentence_transformer_ef = sentence_transformers.SentenceTransformer(
             get_model_path(embedding_model, update_model),
             device=DEVICE_TYPE,
@@ -186,6 +209,8 @@ def update_reranking_model(
     update_model: bool = False,
 ):
     if reranking_model:
+        import sentence_transformers
+
         app.state.sentence_transformer_rf = sentence_transformers.CrossEncoder(
             get_model_path(reranking_model, update_model),
             device=DEVICE_TYPE,
@@ -212,6 +237,7 @@ app.state.EMBEDDING_FUNCTION = get_embedding_function(
     app.state.sentence_transformer_ef,
     app.state.config.OPENAI_API_KEY,
     app.state.config.OPENAI_API_BASE_URL,
+    app.state.config.RAG_EMBEDDING_OPENAI_BATCH_SIZE,
 )
 
 origins = ["*"]
@@ -248,6 +274,7 @@ async def get_status():
         "embedding_engine": app.state.config.RAG_EMBEDDING_ENGINE,
         "embedding_model": app.state.config.RAG_EMBEDDING_MODEL,
         "reranking_model": app.state.config.RAG_RERANKING_MODEL,
+        "openai_batch_size": app.state.config.RAG_EMBEDDING_OPENAI_BATCH_SIZE,
     }
 
 
@@ -260,6 +287,7 @@ async def get_embedding_config(user=Depends(get_admin_user)):
         "openai_config": {
             "url": app.state.config.OPENAI_API_BASE_URL,
             "key": app.state.config.OPENAI_API_KEY,
+            "batch_size": app.state.config.RAG_EMBEDDING_OPENAI_BATCH_SIZE,
         },
     }
 
@@ -275,6 +303,7 @@ async def get_reraanking_config(user=Depends(get_admin_user)):
 class OpenAIConfigForm(BaseModel):
     url: str
     key: str
+    batch_size: Optional[int] = None
 
 
 class EmbeddingModelUpdateForm(BaseModel):
@@ -295,9 +324,14 @@ async def update_embedding_config(
         app.state.config.RAG_EMBEDDING_MODEL = form_data.embedding_model
 
         if app.state.config.RAG_EMBEDDING_ENGINE in ["ollama", "openai"]:
-            if form_data.openai_config != None:
+            if form_data.openai_config is not None:
                 app.state.config.OPENAI_API_BASE_URL = form_data.openai_config.url
                 app.state.config.OPENAI_API_KEY = form_data.openai_config.key
+                app.state.config.RAG_EMBEDDING_OPENAI_BATCH_SIZE = (
+                    form_data.openai_config.batch_size
+                    if form_data.openai_config.batch_size
+                    else 1
+                )
 
         update_embedding_model(app.state.config.RAG_EMBEDDING_MODEL)
 
@@ -307,6 +341,7 @@ async def update_embedding_config(
             app.state.sentence_transformer_ef,
             app.state.config.OPENAI_API_KEY,
             app.state.config.OPENAI_API_BASE_URL,
+            app.state.config.RAG_EMBEDDING_OPENAI_BATCH_SIZE,
         )
 
         return {
@@ -316,6 +351,7 @@ async def update_embedding_config(
             "openai_config": {
                 "url": app.state.config.OPENAI_API_BASE_URL,
                 "key": app.state.config.OPENAI_API_KEY,
+                "batch_size": app.state.config.RAG_EMBEDDING_OPENAI_BATCH_SIZE,
             },
         }
     except Exception as e:
@@ -359,6 +395,10 @@ async def get_rag_config(user=Depends(get_admin_user)):
     return {
         "status": True,
         "pdf_extract_images": app.state.config.PDF_EXTRACT_IMAGES,
+        "content_extraction": {
+            "engine": app.state.config.CONTENT_EXTRACTION_ENGINE,
+            "tika_server_url": app.state.config.TIKA_SERVER_URL,
+        },
         "chunk": {
             "chunk_size": app.state.config.CHUNK_SIZE,
             "chunk_overlap": app.state.config.CHUNK_OVERLAP,
@@ -379,6 +419,8 @@ async def get_rag_config(user=Depends(get_admin_user)):
                 "serpstack_api_key": app.state.config.SERPSTACK_API_KEY,
                 "serpstack_https": app.state.config.SERPSTACK_HTTPS,
                 "serper_api_key": app.state.config.SERPER_API_KEY,
+                "serply_api_key": app.state.config.SERPLY_API_KEY,
+                "tavily_api_key": app.state.config.TAVILY_API_KEY,
                 "result_count": app.state.config.RAG_WEB_SEARCH_RESULT_COUNT,
                 "concurrent_requests": app.state.config.RAG_WEB_SEARCH_CONCURRENT_REQUESTS,
             },
@@ -386,6 +428,11 @@ async def get_rag_config(user=Depends(get_admin_user)):
     }
 
 
+class ContentExtractionConfig(BaseModel):
+    engine: str = ""
+    tika_server_url: Optional[str] = None
+
+
 class ChunkParamUpdateForm(BaseModel):
     chunk_size: int
     chunk_overlap: int
@@ -406,6 +453,8 @@ class WebSearchConfig(BaseModel):
     serpstack_api_key: Optional[str] = None
     serpstack_https: Optional[bool] = None
     serper_api_key: Optional[str] = None
+    serply_api_key: Optional[str] = None
+    tavily_api_key: Optional[str] = None
     result_count: Optional[int] = None
     concurrent_requests: Optional[int] = None
 
@@ -417,6 +466,7 @@ class WebConfig(BaseModel):
 
 class ConfigUpdateForm(BaseModel):
     pdf_extract_images: Optional[bool] = None
+    content_extraction: Optional[ContentExtractionConfig] = None
     chunk: Optional[ChunkParamUpdateForm] = None
     youtube: Optional[YoutubeLoaderConfig] = None
     web: Optional[WebConfig] = None
@@ -430,6 +480,11 @@ async def update_rag_config(form_data: ConfigUpdateForm, user=Depends(get_admin_
         else app.state.config.PDF_EXTRACT_IMAGES
     )
 
+    if form_data.content_extraction is not None:
+        log.info(f"Updating text settings: {form_data.content_extraction}")
+        app.state.config.CONTENT_EXTRACTION_ENGINE = form_data.content_extraction.engine
+        app.state.config.TIKA_SERVER_URL = form_data.content_extraction.tika_server_url
+
     if form_data.chunk is not None:
         app.state.config.CHUNK_SIZE = form_data.chunk.chunk_size
         app.state.config.CHUNK_OVERLAP = form_data.chunk.chunk_overlap
@@ -456,6 +511,8 @@ async def update_rag_config(form_data: ConfigUpdateForm, user=Depends(get_admin_
         app.state.config.SERPSTACK_API_KEY = form_data.web.search.serpstack_api_key
         app.state.config.SERPSTACK_HTTPS = form_data.web.search.serpstack_https
         app.state.config.SERPER_API_KEY = form_data.web.search.serper_api_key
+        app.state.config.SERPLY_API_KEY = form_data.web.search.serply_api_key
+        app.state.config.TAVILY_API_KEY = form_data.web.search.tavily_api_key
         app.state.config.RAG_WEB_SEARCH_RESULT_COUNT = form_data.web.search.result_count
         app.state.config.RAG_WEB_SEARCH_CONCURRENT_REQUESTS = (
             form_data.web.search.concurrent_requests
@@ -464,6 +521,10 @@ async def update_rag_config(form_data: ConfigUpdateForm, user=Depends(get_admin_
     return {
         "status": True,
         "pdf_extract_images": app.state.config.PDF_EXTRACT_IMAGES,
+        "content_extraction": {
+            "engine": app.state.config.CONTENT_EXTRACTION_ENGINE,
+            "tika_server_url": app.state.config.TIKA_SERVER_URL,
+        },
         "chunk": {
             "chunk_size": app.state.config.CHUNK_SIZE,
             "chunk_overlap": app.state.config.CHUNK_OVERLAP,
@@ -484,6 +545,8 @@ async def update_rag_config(form_data: ConfigUpdateForm, user=Depends(get_admin_
                 "serpstack_api_key": app.state.config.SERPSTACK_API_KEY,
                 "serpstack_https": app.state.config.SERPSTACK_HTTPS,
                 "serper_api_key": app.state.config.SERPER_API_KEY,
+                "serply_api_key": app.state.config.SERPLY_API_KEY,
+                "tavily_api_key": app.state.config.TAVILY_API_KEY,
                 "result_count": app.state.config.RAG_WEB_SEARCH_RESULT_COUNT,
                 "concurrent_requests": app.state.config.RAG_WEB_SEARCH_CONCURRENT_REQUESTS,
             },
@@ -492,7 +555,7 @@ async def update_rag_config(form_data: ConfigUpdateForm, user=Depends(get_admin_
 
 
 @app.get("/template")
-async def get_rag_template(user=Depends(get_current_user)):
+async def get_rag_template(user=Depends(get_verified_user)):
     return {
         "status": True,
         "template": app.state.config.RAG_TEMPLATE,
@@ -549,7 +612,7 @@ class QueryDocForm(BaseModel):
 @app.post("/query/doc")
 def query_doc_handler(
     form_data: QueryDocForm,
-    user=Depends(get_current_user),
+    user=Depends(get_verified_user),
 ):
     try:
         if app.state.config.ENABLE_RAG_HYBRID_SEARCH:
@@ -589,7 +652,7 @@ class QueryCollectionsForm(BaseModel):
 @app.post("/query/collection")
 def query_collection_handler(
     form_data: QueryCollectionsForm,
-    user=Depends(get_current_user),
+    user=Depends(get_verified_user),
 ):
     try:
         if app.state.config.ENABLE_RAG_HYBRID_SEARCH:
@@ -620,7 +683,7 @@ def query_collection_handler(
 
 
 @app.post("/youtube")
-def store_youtube_video(form_data: UrlForm, user=Depends(get_current_user)):
+def store_youtube_video(form_data: UrlForm, user=Depends(get_verified_user)):
     try:
         loader = YoutubeLoader.from_youtube_url(
             form_data.url,
@@ -649,7 +712,7 @@ def store_youtube_video(form_data: UrlForm, user=Depends(get_current_user)):
 
 
 @app.post("/web")
-def store_web(form_data: UrlForm, user=Depends(get_current_user)):
+def store_web(form_data: UrlForm, user=Depends(get_verified_user)):
     # "https://www.gutenberg.org/files/1727/1727-h/1727-h.htm"
     try:
         loader = get_web_loader(
@@ -680,7 +743,7 @@ def get_web_loader(url: Union[str, Sequence[str]], verify_ssl: bool = True):
     # Check if the URL is valid
     if not validate_url(url):
         raise ValueError(ERROR_MESSAGES.INVALID_URL)
-    return WebBaseLoader(
+    return SafeWebBaseLoader(
         url,
         verify_ssl=verify_ssl,
         requests_per_second=RAG_WEB_SEARCH_CONCURRENT_REQUESTS,
@@ -731,7 +794,8 @@ def search_web(engine: str, query: str) -> list[SearchResult]:
     - BRAVE_SEARCH_API_KEY
     - SERPSTACK_API_KEY
     - SERPER_API_KEY
-
+    - SERPLY_API_KEY
+    - TAVILY_API_KEY
     Args:
         query (str): The query to search for
     """
@@ -743,6 +807,7 @@ def search_web(engine: str, query: str) -> list[SearchResult]:
                 app.state.config.SEARXNG_QUERY_URL,
                 query,
                 app.state.config.RAG_WEB_SEARCH_RESULT_COUNT,
+                app.state.config.RAG_WEB_SEARCH_DOMAIN_FILTER_LIST,
             )
         else:
             raise Exception("No SEARXNG_QUERY_URL found in environment variables")
@@ -756,6 +821,7 @@ def search_web(engine: str, query: str) -> list[SearchResult]:
                 app.state.config.GOOGLE_PSE_ENGINE_ID,
                 query,
                 app.state.config.RAG_WEB_SEARCH_RESULT_COUNT,
+                app.state.config.RAG_WEB_SEARCH_DOMAIN_FILTER_LIST,
             )
         else:
             raise Exception(
@@ -767,6 +833,7 @@ def search_web(engine: str, query: str) -> list[SearchResult]:
                 app.state.config.BRAVE_SEARCH_API_KEY,
                 query,
                 app.state.config.RAG_WEB_SEARCH_RESULT_COUNT,
+                app.state.config.RAG_WEB_SEARCH_DOMAIN_FILTER_LIST,
             )
         else:
             raise Exception("No BRAVE_SEARCH_API_KEY found in environment variables")
@@ -776,6 +843,7 @@ def search_web(engine: str, query: str) -> list[SearchResult]:
                 app.state.config.SERPSTACK_API_KEY,
                 query,
                 app.state.config.RAG_WEB_SEARCH_RESULT_COUNT,
+                app.state.config.RAG_WEB_SEARCH_DOMAIN_FILTER_LIST,
                 https_enabled=app.state.config.SERPSTACK_HTTPS,
             )
         else:
@@ -786,16 +854,47 @@ def search_web(engine: str, query: str) -> list[SearchResult]:
                 app.state.config.SERPER_API_KEY,
                 query,
                 app.state.config.RAG_WEB_SEARCH_RESULT_COUNT,
+                app.state.config.RAG_WEB_SEARCH_DOMAIN_FILTER_LIST,
             )
         else:
             raise Exception("No SERPER_API_KEY found in environment variables")
+    elif engine == "serply":
+        if app.state.config.SERPLY_API_KEY:
+            return search_serply(
+                app.state.config.SERPLY_API_KEY,
+                query,
+                app.state.config.RAG_WEB_SEARCH_RESULT_COUNT,
+                app.state.config.RAG_WEB_SEARCH_DOMAIN_FILTER_LIST,
+            )
+        else:
+            raise Exception("No SERPLY_API_KEY found in environment variables")
+    elif engine == "duckduckgo":
+        return search_duckduckgo(
+            query,
+            app.state.config.RAG_WEB_SEARCH_RESULT_COUNT,
+            app.state.config.RAG_WEB_SEARCH_DOMAIN_FILTER_LIST,
+        )
+    elif engine == "tavily":
+        if app.state.config.TAVILY_API_KEY:
+            return search_tavily(
+                app.state.config.TAVILY_API_KEY,
+                query,
+                app.state.config.RAG_WEB_SEARCH_RESULT_COUNT,
+            )
+        else:
+            raise Exception("No TAVILY_API_KEY found in environment variables")
+    elif engine == "jina":
+        return search_jina(query, app.state.config.RAG_WEB_SEARCH_RESULT_COUNT)
     else:
         raise Exception("No search engine API key found in environment variables")
 
 
 @app.post("/web/search")
-def store_web_search(form_data: SearchForm, user=Depends(get_current_user)):
+def store_web_search(form_data: SearchForm, user=Depends(get_verified_user)):
     try:
+        logging.info(
+            f"trying to web search with {app.state.config.RAG_WEB_SEARCH_ENGINE, form_data.query}"
+        )
         web_results = search_web(
             app.state.config.RAG_WEB_SEARCH_ENGINE, form_data.query
         )
@@ -831,7 +930,9 @@ def store_web_search(form_data: SearchForm, user=Depends(get_current_user)):
         )
 
 
-def store_data_in_vector_db(data, collection_name, overwrite: bool = False) -> bool:
+def store_data_in_vector_db(
+    data, collection_name, metadata: Optional[dict] = None, overwrite: bool = False
+) -> bool:
 
     text_splitter = RecursiveCharacterTextSplitter(
         chunk_size=app.state.config.CHUNK_SIZE,
@@ -843,7 +944,7 @@ def store_data_in_vector_db(data, collection_name, overwrite: bool = False) -> b
 
     if len(docs) > 0:
         log.info(f"store_data_in_vector_db {docs}")
-        return store_docs_in_vector_db(docs, collection_name, overwrite), None
+        return store_docs_in_vector_db(docs, collection_name, metadata, overwrite), None
     else:
         raise ValueError(ERROR_MESSAGES.EMPTY_CONTENT)
 
@@ -857,14 +958,23 @@ def store_text_in_vector_db(
         add_start_index=True,
     )
     docs = text_splitter.create_documents([text], metadatas=[metadata])
-    return store_docs_in_vector_db(docs, collection_name, overwrite)
+    return store_docs_in_vector_db(docs, collection_name, overwrite=overwrite)
 
 
-def store_docs_in_vector_db(docs, collection_name, overwrite: bool = False) -> bool:
+def store_docs_in_vector_db(
+    docs, collection_name, metadata: Optional[dict] = None, overwrite: bool = False
+) -> bool:
     log.info(f"store_docs_in_vector_db {docs} {collection_name}")
 
     texts = [doc.page_content for doc in docs]
-    metadatas = [doc.metadata for doc in docs]
+    metadatas = [{**doc.metadata, **(metadata if metadata else {})} for doc in docs]
+
+    # ChromaDB does not like datetime formats
+    # for meta-data so convert them to string.
+    for metadata in metadatas:
+        for key, value in metadata.items():
+            if isinstance(value, datetime):
+                metadata[key] = str(value)
 
     try:
         if overwrite:
@@ -881,6 +991,7 @@ def store_docs_in_vector_db(docs, collection_name, overwrite: bool = False) -> b
             app.state.sentence_transformer_ef,
             app.state.config.OPENAI_API_KEY,
             app.state.config.OPENAI_API_BASE_URL,
+            app.state.config.RAG_EMBEDDING_OPENAI_BATCH_SIZE,
         )
 
         embedding_texts = list(map(lambda x: x.replace("\n", " "), texts))
@@ -897,13 +1008,49 @@ def store_docs_in_vector_db(docs, collection_name, overwrite: bool = False) -> b
 
         return True
     except Exception as e:
-        log.exception(e)
         if e.__class__.__name__ == "UniqueConstraintError":
             return True
 
+        log.exception(e)
+
         return False
 
 
+class TikaLoader:
+    def __init__(self, file_path, mime_type=None):
+        self.file_path = file_path
+        self.mime_type = mime_type
+
+    def load(self) -> List[Document]:
+        with open(self.file_path, "rb") as f:
+            data = f.read()
+
+        if self.mime_type is not None:
+            headers = {"Content-Type": self.mime_type}
+        else:
+            headers = {}
+
+        endpoint = app.state.config.TIKA_SERVER_URL
+        if not endpoint.endswith("/"):
+            endpoint += "/"
+        endpoint += "tika/text"
+
+        r = requests.put(endpoint, data=data, headers=headers)
+
+        if r.ok:
+            raw_metadata = r.json()
+            text = raw_metadata.get("X-TIKA:content", "<No text content found>")
+
+            if "Content-Type" in raw_metadata:
+                headers["Content-Type"] = raw_metadata["Content-Type"]
+
+            log.info("Tika extracted text: %s", text)
+
+            return [Document(page_content=text, metadata=headers)]
+        else:
+            raise Exception(f"Error calling Tika: {r.reason}")
+
+
 def get_loader(filename: str, file_content_type: str, file_path: str):
     file_ext = filename.split(".")[-1].lower()
     known_type = True
@@ -951,47 +1098,61 @@ def get_loader(filename: str, file_content_type: str, file_path: str):
         "swift",
         "vue",
         "svelte",
+        "msg",
     ]
 
-    if file_ext == "pdf":
-        loader = PyPDFLoader(
-            file_path, extract_images=app.state.config.PDF_EXTRACT_IMAGES
-        )
-    elif file_ext == "csv":
-        loader = CSVLoader(file_path)
-    elif file_ext == "rst":
-        loader = UnstructuredRSTLoader(file_path, mode="elements")
-    elif file_ext == "xml":
-        loader = UnstructuredXMLLoader(file_path)
-    elif file_ext in ["htm", "html"]:
-        loader = BSHTMLLoader(file_path, open_encoding="unicode_escape")
-    elif file_ext == "md":
-        loader = UnstructuredMarkdownLoader(file_path)
-    elif file_content_type == "application/epub+zip":
-        loader = UnstructuredEPubLoader(file_path)
-    elif (
-        file_content_type
-        == "application/vnd.openxmlformats-officedocument.wordprocessingml.document"
-        or file_ext in ["doc", "docx"]
+    if (
+        app.state.config.CONTENT_EXTRACTION_ENGINE == "tika"
+        and app.state.config.TIKA_SERVER_URL
     ):
-        loader = Docx2txtLoader(file_path)
-    elif file_content_type in [
-        "application/vnd.ms-excel",
-        "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet",
-    ] or file_ext in ["xls", "xlsx"]:
-        loader = UnstructuredExcelLoader(file_path)
-    elif file_content_type in [
-        "application/vnd.ms-powerpoint",
-        "application/vnd.openxmlformats-officedocument.presentationml.presentation",
-    ] or file_ext in ["ppt", "pptx"]:
-        loader = UnstructuredPowerPointLoader(file_path)
-    elif file_ext in known_source_ext or (
-        file_content_type and file_content_type.find("text/") >= 0
-    ):
-        loader = TextLoader(file_path, autodetect_encoding=True)
+        if file_ext in known_source_ext or (
+            file_content_type and file_content_type.find("text/") >= 0
+        ):
+            loader = TextLoader(file_path, autodetect_encoding=True)
+        else:
+            loader = TikaLoader(file_path, file_content_type)
     else:
-        loader = TextLoader(file_path, autodetect_encoding=True)
-        known_type = False
+        if file_ext == "pdf":
+            loader = PyPDFLoader(
+                file_path, extract_images=app.state.config.PDF_EXTRACT_IMAGES
+            )
+        elif file_ext == "csv":
+            loader = CSVLoader(file_path)
+        elif file_ext == "rst":
+            loader = UnstructuredRSTLoader(file_path, mode="elements")
+        elif file_ext == "xml":
+            loader = UnstructuredXMLLoader(file_path)
+        elif file_ext in ["htm", "html"]:
+            loader = BSHTMLLoader(file_path, open_encoding="unicode_escape")
+        elif file_ext == "md":
+            loader = UnstructuredMarkdownLoader(file_path)
+        elif file_content_type == "application/epub+zip":
+            loader = UnstructuredEPubLoader(file_path)
+        elif (
+            file_content_type
+            == "application/vnd.openxmlformats-officedocument.wordprocessingml.document"
+            or file_ext in ["doc", "docx"]
+        ):
+            loader = Docx2txtLoader(file_path)
+        elif file_content_type in [
+            "application/vnd.ms-excel",
+            "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet",
+        ] or file_ext in ["xls", "xlsx"]:
+            loader = UnstructuredExcelLoader(file_path)
+        elif file_content_type in [
+            "application/vnd.ms-powerpoint",
+            "application/vnd.openxmlformats-officedocument.presentationml.presentation",
+        ] or file_ext in ["ppt", "pptx"]:
+            loader = UnstructuredPowerPointLoader(file_path)
+        elif file_ext == "msg":
+            loader = OutlookMessageLoader(file_path)
+        elif file_ext in known_source_ext or (
+            file_content_type and file_content_type.find("text/") >= 0
+        ):
+            loader = TextLoader(file_path, autodetect_encoding=True)
+        else:
+            loader = TextLoader(file_path, autodetect_encoding=True)
+            known_type = False
 
     return loader, known_type
 
@@ -1000,7 +1161,7 @@ def get_loader(filename: str, file_content_type: str, file_path: str):
 def store_doc(
     collection_name: Optional[str] = Form(None),
     file: UploadFile = File(...),
-    user=Depends(get_current_user),
+    user=Depends(get_verified_user),
 ):
     # "https://www.gutenberg.org/files/1727/1727-h/1727-h.htm"
 
@@ -1053,6 +1214,68 @@ def store_doc(
             )
 
 
+class ProcessDocForm(BaseModel):
+    file_id: str
+    collection_name: Optional[str] = None
+
+
+@app.post("/process/doc")
+def process_doc(
+    form_data: ProcessDocForm,
+    user=Depends(get_verified_user),
+):
+    try:
+        file = Files.get_file_by_id(form_data.file_id)
+        file_path = file.meta.get("path", f"{UPLOAD_DIR}/{file.filename}")
+
+        f = open(file_path, "rb")
+
+        collection_name = form_data.collection_name
+        if collection_name == None:
+            collection_name = calculate_sha256(f)[:63]
+        f.close()
+
+        loader, known_type = get_loader(
+            file.filename, file.meta.get("content_type"), file_path
+        )
+        data = loader.load()
+
+        try:
+            result = store_data_in_vector_db(
+                data,
+                collection_name,
+                {
+                    "file_id": form_data.file_id,
+                    "name": file.meta.get("name", file.filename),
+                },
+            )
+
+            if result:
+                return {
+                    "status": True,
+                    "collection_name": collection_name,
+                    "known_type": known_type,
+                    "filename": file.meta.get("name", file.filename),
+                }
+        except Exception as e:
+            raise HTTPException(
+                status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
+                detail=e,
+            )
+    except Exception as e:
+        log.exception(e)
+        if "No pandoc was found" in str(e):
+            raise HTTPException(
+                status_code=status.HTTP_400_BAD_REQUEST,
+                detail=ERROR_MESSAGES.PANDOC_NOT_INSTALLED,
+            )
+        else:
+            raise HTTPException(
+                status_code=status.HTTP_400_BAD_REQUEST,
+                detail=ERROR_MESSAGES.DEFAULT(e),
+            )
+
+
 class TextRAGForm(BaseModel):
     name: str
     content: str
@@ -1062,7 +1285,7 @@ class TextRAGForm(BaseModel):
 @app.post("/text")
 def store_text(
     form_data: TextRAGForm,
-    user=Depends(get_current_user),
+    user=Depends(get_verified_user),
 ):
 
     collection_name = form_data.collection_name
@@ -1150,6 +1373,30 @@ def reset_vector_db(user=Depends(get_admin_user)):
     CHROMA_CLIENT.reset()
 
 
+@app.get("/reset/uploads")
+def reset_upload_dir(user=Depends(get_admin_user)) -> bool:
+    folder = f"{UPLOAD_DIR}"
+    try:
+        # Check if the directory exists
+        if os.path.exists(folder):
+            # Iterate over all the files and directories in the specified directory
+            for filename in os.listdir(folder):
+                file_path = os.path.join(folder, filename)
+                try:
+                    if os.path.isfile(file_path) or os.path.islink(file_path):
+                        os.unlink(file_path)  # Remove the file or link
+                    elif os.path.isdir(file_path):
+                        shutil.rmtree(file_path)  # Remove the directory
+                except Exception as e:
+                    print(f"Failed to delete {file_path}. Reason: {e}")
+        else:
+            print(f"The directory {folder} does not exist")
+    except Exception as e:
+        print(f"Failed to process the directory {folder}. Reason: {e}")
+
+    return True
+
+
 @app.get("/reset")
 def reset(user=Depends(get_admin_user)) -> bool:
     folder = f"{UPLOAD_DIR}"
@@ -1171,6 +1418,33 @@ def reset(user=Depends(get_admin_user)) -> bool:
     return True
 
 
+class SafeWebBaseLoader(WebBaseLoader):
+    """WebBaseLoader with enhanced error handling for URLs."""
+
+    def lazy_load(self) -> Iterator[Document]:
+        """Lazy load text from the url(s) in web_path with error handling."""
+        for path in self.web_paths:
+            try:
+                soup = self._scrape(path, bs_kwargs=self.bs_kwargs)
+                text = soup.get_text(**self.bs_get_text_kwargs)
+
+                # Build metadata
+                metadata = {"source": path}
+                if title := soup.find("title"):
+                    metadata["title"] = title.get_text()
+                if description := soup.find("meta", attrs={"name": "description"}):
+                    metadata["description"] = description.get(
+                        "content", "No description found."
+                    )
+                if html := soup.find("html"):
+                    metadata["language"] = html.get("lang", "No language found.")
+
+                yield Document(page_content=text, metadata=metadata)
+            except Exception as e:
+                # Log the error and continue with the next URL
+                log.error(f"Error loading {path}: {e}")
+
+
 if ENV == "dev":
 
     @app.get("/ef")

backend/apps/rag/search/brave.py

@@ -1,15 +1,17 @@
 import logging
-
+from typing import List, Optional
 import requests
 
-from apps.rag.search.main import SearchResult
+from apps.rag.search.main import SearchResult, get_filtered_results
 from config import SRC_LOG_LEVELS
 
 log = logging.getLogger(__name__)
 log.setLevel(SRC_LOG_LEVELS["RAG"])
 
 
-def search_brave(api_key: str, query: str, count: int) -> list[SearchResult]:
+def search_brave(
+    api_key: str, query: str, count: int, filter_list: Optional[List[str]] = None
+) -> list[SearchResult]:
     """Search using Brave's Search API and return the results as a list of SearchResult objects.
 
     Args:
@@ -29,6 +31,9 @@ def search_brave(api_key: str, query: str, count: int) -> list[SearchResult]:
 
     json_response = response.json()
     results = json_response.get("web", {}).get("results", [])
+    if filter_list:
+        results = get_filtered_results(results, filter_list)
+
     return [
         SearchResult(
             link=result["url"], title=result.get("title"), snippet=result.get("snippet")

backend/apps/rag/search/duckduckgo.py

@@ -0,0 +1,49 @@
+import logging
+from typing import List, Optional
+from apps.rag.search.main import SearchResult, get_filtered_results
+from duckduckgo_search import DDGS
+from config import SRC_LOG_LEVELS
+
+log = logging.getLogger(__name__)
+log.setLevel(SRC_LOG_LEVELS["RAG"])
+
+
+def search_duckduckgo(
+    query: str, count: int, filter_list: Optional[List[str]] = None
+) -> list[SearchResult]:
+    """
+    Search using DuckDuckGo's Search API and return the results as a list of SearchResult objects.
+    Args:
+        query (str): The query to search for
+        count (int): The number of results to return
+
+    Returns:
+        List[SearchResult]: A list of search results
+    """
+    # Use the DDGS context manager to create a DDGS object
+    with DDGS() as ddgs:
+        # Use the ddgs.text() method to perform the search
+        ddgs_gen = ddgs.text(
+            query, safesearch="moderate", max_results=count, backend="api"
+        )
+        # Check if there are search results
+        if ddgs_gen:
+            # Convert the search results into a list
+            search_results = [r for r in ddgs_gen]
+
+    # Create an empty list to store the SearchResult objects
+    results = []
+    # Iterate over each search result
+    for result in search_results:
+        # Create a SearchResult object and append it to the results list
+        results.append(
+            SearchResult(
+                link=result["href"],
+                title=result.get("title"),
+                snippet=result.get("body"),
+            )
+        )
+    if filter_list:
+        results = get_filtered_results(results, filter_list)
+    # Return the list of search results
+    return results

backend/apps/rag/search/google_pse.py

@@ -1,9 +1,9 @@
 import json
 import logging
-
+from typing import List, Optional
 import requests
 
-from apps.rag.search.main import SearchResult
+from apps.rag.search.main import SearchResult, get_filtered_results
 from config import SRC_LOG_LEVELS
 
 log = logging.getLogger(__name__)
@@ -11,7 +11,11 @@ log.setLevel(SRC_LOG_LEVELS["RAG"])
 
 
 def search_google_pse(
-    api_key: str, search_engine_id: str, query: str, count: int
+    api_key: str,
+    search_engine_id: str,
+    query: str,
+    count: int,
+    filter_list: Optional[List[str]] = None,
 ) -> list[SearchResult]:
     """Search using Google's Programmable Search Engine API and return the results as a list of SearchResult objects.
 
@@ -35,6 +39,8 @@ def search_google_pse(
 
     json_response = response.json()
     results = json_response.get("items", [])
+    if filter_list:
+        results = get_filtered_results(results, filter_list)
     return [
         SearchResult(
             link=result["link"],

backend/apps/rag/search/jina_search.py

@@ -0,0 +1,41 @@
+import logging
+import requests
+from yarl import URL
+
+from apps.rag.search.main import SearchResult
+from config import SRC_LOG_LEVELS
+
+log = logging.getLogger(__name__)
+log.setLevel(SRC_LOG_LEVELS["RAG"])
+
+
+def search_jina(query: str, count: int) -> list[SearchResult]:
+    """
+    Search using Jina's Search API and return the results as a list of SearchResult objects.
+    Args:
+        query (str): The query to search for
+        count (int): The number of results to return
+
+    Returns:
+        List[SearchResult]: A list of search results
+    """
+    jina_search_endpoint = "https://s.jina.ai/"
+    headers = {
+        "Accept": "application/json",
+    }
+    url = str(URL(jina_search_endpoint + query))
+    response = requests.get(url, headers=headers)
+    response.raise_for_status()
+    data = response.json()
+
+    results = []
+    for result in data["data"][:count]:
+        results.append(
+            SearchResult(
+                link=result["url"],
+                title=result.get("title"),
+                snippet=result.get("content"),
+            )
+        )
+
+    return results

backend/apps/rag/search/main.py

@@ -1,8 +1,19 @@
 from typing import Optional
-
+from urllib.parse import urlparse
 from pydantic import BaseModel
 
 
+def get_filtered_results(results, filter_list):
+    if not filter_list:
+        return results
+    filtered_results = []
+    for result in results:
+        domain = urlparse(result["url"]).netloc
+        if any(domain.endswith(filtered_domain) for filtered_domain in filter_list):
+            filtered_results.append(result)
+    return filtered_results
+
+
 class SearchResult(BaseModel):
     link: str
     title: Optional[str]

backend/apps/rag/search/searxng.py

@@ -1,28 +1,72 @@
 import logging
-
 import requests
 
-from apps.rag.search.main import SearchResult
+from typing import List, Optional
+
+from apps.rag.search.main import SearchResult, get_filtered_results
 from config import SRC_LOG_LEVELS
 
 log = logging.getLogger(__name__)
 log.setLevel(SRC_LOG_LEVELS["RAG"])
 
 
-def search_searxng(query_url: str, query: str, count: int) -> list[SearchResult]:
-    """Search a SearXNG instance for a query and return the results as a list of SearchResult objects.
+def search_searxng(
+    query_url: str,
+    query: str,
+    count: int,
+    filter_list: Optional[List[str]] = None,
+    **kwargs,
+) -> List[SearchResult]:
+    """
+    Search a SearXNG instance for a given query and return the results as a list of SearchResult objects.
+
+    The function allows passing additional parameters such as language or time_range to tailor the search result.
 
     Args:
-        query_url (str): The URL of the SearXNG instance to search. Must contain "<query>" as a placeholder
-        query (str): The query to search for
-    """
-    url = query_url.replace("<query>", query)
-    if "&format=json" not in url:
-        url += "&format=json"
-    log.debug(f"searching {url}")
+        query_url (str): The base URL of the SearXNG server.
+        query (str): The search term or question to find in the SearXNG database.
+        count (int): The maximum number of results to retrieve from the search.
 
-    r = requests.get(
-        url,
+    Keyword Args:
+        language (str): Language filter for the search results; e.g., "en-US". Defaults to an empty string.
+        safesearch (int): Safe search filter for safer web results; 0 = off, 1 = moderate, 2 = strict. Defaults to 1 (moderate).
+        time_range (str): Time range for filtering results by date; e.g., "2023-04-05..today" or "all-time". Defaults to ''.
+        categories: (Optional[List[str]]): Specific categories within which the search should be performed, defaulting to an empty string if not provided.
+
+    Returns:
+        List[SearchResult]: A list of SearchResults sorted by relevance score in descending order.
+
+    Raise:
+        requests.exceptions.RequestException: If a request error occurs during the search process.
+    """
+
+    # Default values for optional parameters are provided as empty strings or None when not specified.
+    language = kwargs.get("language", "en-US")
+    safesearch = kwargs.get("safesearch", "1")
+    time_range = kwargs.get("time_range", "")
+    categories = "".join(kwargs.get("categories", []))
+
+    params = {
+        "q": query,
+        "format": "json",
+        "pageno": 1,
+        "safesearch": safesearch,
+        "language": language,
+        "time_range": time_range,
+        "categories": categories,
+        "theme": "simple",
+        "image_proxy": 0,
+    }
+
+    # Legacy query format
+    if "<query>" in query_url:
+        # Strip all query parameters from the URL
+        query_url = query_url.split("?")[0]
+
+    log.debug(f"searching {query_url}")
+
+    response = requests.get(
+        query_url,
         headers={
             "User-Agent": "Open WebUI (https://github.com/open-webui/open-webui) RAG Bot",
             "Accept": "text/html",
@@ -30,12 +74,16 @@ def search_searxng(query_url: str, query: str, count: int) -> list[SearchResult]
             "Accept-Language": "en-US,en;q=0.5",
             "Connection": "keep-alive",
         },
+        params=params,
     )
-    r.raise_for_status()
 
-    json_response = r.json()
+    response.raise_for_status()  # Raise an exception for HTTP errors.
+
+    json_response = response.json()
     results = json_response.get("results", [])
     sorted_results = sorted(results, key=lambda x: x.get("score", 0), reverse=True)
+    if filter_list:
+        sorted_results = get_filtered_results(sorted_results, filter_list)
     return [
         SearchResult(
             link=result["url"], title=result.get("title"), snippet=result.get("content")

backend/apps/rag/search/serper.py

@@ -1,16 +1,18 @@
 import json
 import logging
-
+from typing import List, Optional
 import requests
 
-from apps.rag.search.main import SearchResult
+from apps.rag.search.main import SearchResult, get_filtered_results
 from config import SRC_LOG_LEVELS
 
 log = logging.getLogger(__name__)
 log.setLevel(SRC_LOG_LEVELS["RAG"])
 
 
-def search_serper(api_key: str, query: str, count: int) -> list[SearchResult]:
+def search_serper(
+    api_key: str, query: str, count: int, filter_list: Optional[List[str]] = None
+) -> list[SearchResult]:
     """Search using serper.dev's API and return the results as a list of SearchResult objects.
 
     Args:
@@ -29,6 +31,8 @@ def search_serper(api_key: str, query: str, count: int) -> list[SearchResult]:
     results = sorted(
         json_response.get("organic", []), key=lambda x: x.get("position", 0)
     )
+    if filter_list:
+        results = get_filtered_results(results, filter_list)
     return [
         SearchResult(
             link=result["link"],

backend/apps/rag/search/serply.py

@@ -0,0 +1,70 @@
+import json
+import logging
+from typing import List, Optional
+import requests
+from urllib.parse import urlencode
+
+from apps.rag.search.main import SearchResult, get_filtered_results
+from config import SRC_LOG_LEVELS
+
+log = logging.getLogger(__name__)
+log.setLevel(SRC_LOG_LEVELS["RAG"])
+
+
+def search_serply(
+    api_key: str,
+    query: str,
+    count: int,
+    hl: str = "us",
+    limit: int = 10,
+    device_type: str = "desktop",
+    proxy_location: str = "US",
+    filter_list: Optional[List[str]] = None,
+) -> list[SearchResult]:
+    """Search using serper.dev's API and return the results as a list of SearchResult objects.
+
+    Args:
+        api_key (str): A serply.io API key
+        query (str): The query to search for
+        hl (str): Host Language code to display results in (reference https://developers.google.com/custom-search/docs/xml_results?hl=en#wsInterfaceLanguages)
+        limit (int): The maximum number of results to return [10-100, defaults to 10]
+    """
+    log.info("Searching with Serply")
+
+    url = "https://api.serply.io/v1/search/"
+
+    query_payload = {
+        "q": query,
+        "language": "en",
+        "num": limit,
+        "gl": proxy_location.upper(),
+        "hl": hl.lower(),
+    }
+
+    url = f"{url}{urlencode(query_payload)}"
+    headers = {
+        "X-API-KEY": api_key,
+        "X-User-Agent": device_type,
+        "User-Agent": "open-webui",
+        "X-Proxy-Location": proxy_location,
+    }
+
+    response = requests.request("GET", url, headers=headers)
+    response.raise_for_status()
+
+    json_response = response.json()
+    log.info(f"results from serply search: {json_response}")
+
+    results = sorted(
+        json_response.get("results", []), key=lambda x: x.get("realPosition", 0)
+    )
+    if filter_list:
+        results = get_filtered_results(results, filter_list)
+    return [
+        SearchResult(
+            link=result["link"],
+            title=result.get("title"),
+            snippet=result.get("description"),
+        )
+        for result in results[:count]
+    ]

backend/apps/rag/search/serpstack.py

@@ -1,9 +1,9 @@
 import json
 import logging
-
+from typing import List, Optional
 import requests
 
-from apps.rag.search.main import SearchResult
+from apps.rag.search.main import SearchResult, get_filtered_results
 from config import SRC_LOG_LEVELS
 
 log = logging.getLogger(__name__)
@@ -11,7 +11,11 @@ log.setLevel(SRC_LOG_LEVELS["RAG"])
 
 
 def search_serpstack(
-    api_key: str, query: str, count: int, https_enabled: bool = True
+    api_key: str,
+    query: str,
+    count: int,
+    filter_list: Optional[List[str]] = None,
+    https_enabled: bool = True,
 ) -> list[SearchResult]:
     """Search using serpstack.com's and return the results as a list of SearchResult objects.
 
@@ -35,6 +39,8 @@ def search_serpstack(
     results = sorted(
         json_response.get("organic_results", []), key=lambda x: x.get("position", 0)
     )
+    if filter_list:
+        results = get_filtered_results(results, filter_list)
     return [
         SearchResult(
             link=result["url"], title=result.get("title"), snippet=result.get("snippet")

backend/apps/rag/search/tavily.py

@@ -0,0 +1,39 @@
+import logging
+
+import requests
+
+from apps.rag.search.main import SearchResult
+from config import SRC_LOG_LEVELS
+
+log = logging.getLogger(__name__)
+log.setLevel(SRC_LOG_LEVELS["RAG"])
+
+
+def search_tavily(api_key: str, query: str, count: int) -> list[SearchResult]:
+    """Search using Tavily's Search API and return the results as a list of SearchResult objects.
+
+    Args:
+        api_key (str): A Tavily Search API key
+        query (str): The query to search for
+
+    Returns:
+        List[SearchResult]: A list of search results
+    """
+    url = "https://api.tavily.com/search"
+    data = {"query": query, "api_key": api_key}
+
+    response = requests.post(url, json=data)
+    response.raise_for_status()
+
+    json_response = response.json()
+
+    raw_search_results = json_response.get("results", [])
+
+    return [
+        SearchResult(
+            link=result["url"],
+            title=result.get("title", ""),
+            snippet=result.get("content"),
+        )
+        for result in raw_search_results[:count]
+    ]

backend/apps/rag/search/testdata/serply.json

@@ -0,0 +1,206 @@
+{
+	"ads": [],
+	"ads_count": 0,
+	"answers": [],
+	"results": [
+		{
+			"title": "Apple",
+			"link": "https://www.apple.com/",
+			"description": "Discover the innovative world of Apple and shop everything iPhone, iPad, Apple Watch, Mac, and Apple TV, plus explore accessories, entertainment, ...",
+			"additional_links": [
+				{
+					"text": "AppleApplehttps://www.apple.com",
+					"href": "https://www.apple.com/"
+				}
+			],
+			"cite": {},
+			"subdomains": [
+				{
+					"title": "Support",
+					"link": "https://support.apple.com/",
+					"description": "SupportContact - iPhone Support - Billing and Subscriptions - Apple Repair"
+				},
+				{
+					"title": "Store",
+					"link": "https://www.apple.com/store",
+					"description": "StoreShop iPhone - Shop iPad - App Store - Shop Mac - ..."
+				},
+				{
+					"title": "Mac",
+					"link": "https://www.apple.com/mac/",
+					"description": "MacMacBook Air - MacBook Pro - iMac - Compare Mac models - Mac mini"
+				},
+				{
+					"title": "iPad",
+					"link": "https://www.apple.com/ipad/",
+					"description": "iPadShop iPad - iPad Pro - iPad Air - Compare iPad models - ..."
+				},
+				{
+					"title": "Watch",
+					"link": "https://www.apple.com/watch/",
+					"description": "WatchShop Apple Watch - Series 9 - SE - Ultra 2 - Nike - Hermès - ..."
+				}
+			],
+			"realPosition": 1
+		},
+		{
+			"title": "Apple",
+			"link": "https://www.apple.com/",
+			"description": "Discover the innovative world of Apple and shop everything iPhone, iPad, Apple Watch, Mac, and Apple TV, plus explore accessories, entertainment, ...",
+			"additional_links": [
+				{
+					"text": "AppleApplehttps://www.apple.com",
+					"href": "https://www.apple.com/"
+				}
+			],
+			"cite": {},
+			"realPosition": 2
+		},
+		{
+			"title": "Apple Inc.",
+			"link": "https://en.wikipedia.org/wiki/Apple_Inc.",
+			"description": "Apple Inc. (formerly Apple Computer, Inc.) is an American multinational corporation and technology company headquartered in Cupertino, California, ...",
+			"additional_links": [
+				{
+					"text": "Apple Inc.Wikipediahttps://en.wikipedia.org › wiki › Apple_Inc",
+					"href": "https://en.wikipedia.org/wiki/Apple_Inc."
+				},
+				{
+					"text": "",
+					"href": "https://en.wikipedia.org/wiki/Apple_Inc."
+				},
+				{
+					"text": "History",
+					"href": "https://en.wikipedia.org/wiki/History_of_Apple_Inc."
+				},
+				{
+					"text": "List of Apple products",
+					"href": "https://en.wikipedia.org/wiki/List_of_Apple_products"
+				},
+				{
+					"text": "Litigation involving Apple Inc.",
+					"href": "https://en.wikipedia.org/wiki/Litigation_involving_Apple_Inc."
+				},
+				{
+					"text": "Apple Park",
+					"href": "https://en.wikipedia.org/wiki/Apple_Park"
+				}
+			],
+			"cite": {
+				"domain": "https://en.wikipedia.org › wiki › Apple_Inc",
+				"span": " › wiki › Apple_Inc"
+			},
+			"realPosition": 3
+		},
+		{
+			"title": "Apple Inc. (AAPL) Company Profile & Facts",
+			"link": "https://finance.yahoo.com/quote/AAPL/profile/",
+			"description": "Apple Inc. designs, manufactures, and markets smartphones, personal computers, tablets, wearables, and accessories worldwide. The company offers iPhone, a line ...",
+			"additional_links": [
+				{
+					"text": "Apple Inc. (AAPL) Company Profile & FactsYahoo Financehttps://finance.yahoo.com › quote › AAPL › profile",
+					"href": "https://finance.yahoo.com/quote/AAPL/profile/"
+				}
+			],
+			"cite": {
+				"domain": "https://finance.yahoo.com › quote › AAPL › profile",
+				"span": " › quote › AAPL › profile"
+			},
+			"realPosition": 4
+		},
+		{
+			"title": "Apple Inc - Company Profile and News",
+			"link": "https://www.bloomberg.com/profile/company/AAPL:US",
+			"description": "Apple Inc. Apple Inc. designs, manufactures, and markets smartphones, personal computers, tablets, wearables and accessories, and sells a variety of related ...",
+			"additional_links": [
+				{
+					"text": "Apple Inc - Company Profile and NewsBloomberghttps://www.bloomberg.com › company › AAPL:US",
+					"href": "https://www.bloomberg.com/profile/company/AAPL:US"
+				},
+				{
+					"text": "",
+					"href": "https://www.bloomberg.com/profile/company/AAPL:US"
+				}
+			],
+			"cite": {
+				"domain": "https://www.bloomberg.com › company › AAPL:US",
+				"span": " › company › AAPL:US"
+			},
+			"realPosition": 5
+		},
+		{
+			"title": "Apple Inc. | History, Products, Headquarters, & Facts",
+			"link": "https://www.britannica.com/money/Apple-Inc",
+			"description": "May 22, 2024 — Apple Inc. is an American multinational technology company that revolutionized the technology sector through its innovation of computer ...",
+			"additional_links": [
+				{
+					"text": "Apple Inc. | History, Products, Headquarters, & FactsBritannicahttps://www.britannica.com › money › Apple-Inc",
+					"href": "https://www.britannica.com/money/Apple-Inc"
+				},
+				{
+					"text": "",
+					"href": "https://www.britannica.com/money/Apple-Inc"
+				}
+			],
+			"cite": {
+				"domain": "https://www.britannica.com › money › Apple-Inc",
+				"span": " › money › Apple-Inc"
+			},
+			"realPosition": 6
+		}
+	],
+	"shopping_ads": [],
+	"places": [
+		{
+			"title": "Apple Inc."
+		},
+		{
+			"title": "Apple Inc"
+		},
+		{
+			"title": "Apple Inc"
+		}
+	],
+	"related_searches": {
+		"images": [],
+		"text": [
+			{
+				"title": "apple inc full form",
+				"link": "https://www.google.com/search?sca_esv=6b6df170a5c9891b&sca_upv=1&q=Apple+Inc+full+form&sa=X&ved=2ahUKEwjLxuSJwM-GAxUHODQIHYuJBhgQ1QJ6BAhPEAE"
+			},
+			{
+				"title": "apple company history",
+				"link": "https://www.google.com/search?sca_esv=6b6df170a5c9891b&sca_upv=1&q=Apple+company+history&sa=X&ved=2ahUKEwjLxuSJwM-GAxUHODQIHYuJBhgQ1QJ6BAhOEAE"
+			},
+			{
+				"title": "apple store",
+				"link": "https://www.google.com/search?sca_esv=6b6df170a5c9891b&sca_upv=1&q=Apple+Store&sa=X&ved=2ahUKEwjLxuSJwM-GAxUHODQIHYuJBhgQ1QJ6BAhQEAE"
+			},
+			{
+				"title": "apple id",
+				"link": "https://www.google.com/search?sca_esv=6b6df170a5c9891b&sca_upv=1&q=Apple+id&sa=X&ved=2ahUKEwjLxuSJwM-GAxUHODQIHYuJBhgQ1QJ6BAhSEAE"
+			},
+			{
+				"title": "apple inc industry",
+				"link": "https://www.google.com/search?sca_esv=6b6df170a5c9891b&sca_upv=1&q=Apple+Inc+industry&sa=X&ved=2ahUKEwjLxuSJwM-GAxUHODQIHYuJBhgQ1QJ6BAhREAE"
+			},
+			{
+				"title": "apple login",
+				"link": "https://www.google.com/search?sca_esv=6b6df170a5c9891b&sca_upv=1&q=Apple+login&sa=X&ved=2ahUKEwjLxuSJwM-GAxUHODQIHYuJBhgQ1QJ6BAhTEAE"
+			}
+		]
+	},
+	"image_results": [],
+	"carousel": [],
+	"total": 2450000000,
+	"knowledge_graph": "",
+	"related_questions": [
+		"What does the Apple Inc do?",
+		"Why did Apple change to Apple Inc?",
+		"Who owns Apple Inc.?",
+		"What is Apple Inc best known for?"
+	],
+	"carousel_count": 0,
+	"ts": 2.491065263748169,
+	"device_type": null
+}

backend/apps/rag/utils.py

@@ -2,7 +2,7 @@ import os
 import logging
 import requests
 
-from typing import List
+from typing import List, Union
 
 from apps.ollama.main import (
     generate_ollama_embeddings,
@@ -20,18 +20,8 @@ from langchain.retrievers import (
 
 from typing import Optional
 
-
-from config import (
-    SRC_LOG_LEVELS,
-    CHROMA_CLIENT,
-    SEARXNG_QUERY_URL,
-    GOOGLE_PSE_API_KEY,
-    GOOGLE_PSE_ENGINE_ID,
-    BRAVE_SEARCH_API_KEY,
-    SERPSTACK_API_KEY,
-    SERPSTACK_HTTPS,
-    SERPER_API_KEY,
-)
+from utils.misc import get_last_user_message, add_or_update_system_message
+from config import SRC_LOG_LEVELS, CHROMA_CLIENT
 
 log = logging.getLogger(__name__)
 log.setLevel(SRC_LOG_LEVELS["RAG"])
@@ -209,6 +199,7 @@ def get_embedding_function(
     embedding_function,
     openai_key,
     openai_url,
+    batch_size,
 ):
     if embedding_engine == "":
         return lambda query: embedding_function.encode(query).tolist()
@@ -232,70 +223,51 @@ def get_embedding_function(
 
         def generate_multiple(query, f):
             if isinstance(query, list):
-                return [f(q) for q in query]
+                if embedding_engine == "openai":
+                    embeddings = []
+                    for i in range(0, len(query), batch_size):
+                        embeddings.extend(f(query[i : i + batch_size]))
+                    return embeddings
+                else:
+                    return [f(q) for q in query]
             else:
                 return f(query)
 
         return lambda query: generate_multiple(query, func)
 
 
-def rag_messages(
-    docs,
+def get_rag_context(
+    files,
     messages,
-    template,
     embedding_function,
     k,
     reranking_function,
     r,
     hybrid_search,
 ):
-    log.debug(f"docs: {docs} {messages} {embedding_function} {reranking_function}")
-
-    last_user_message_idx = None
-    for i in range(len(messages) - 1, -1, -1):
-        if messages[i]["role"] == "user":
-            last_user_message_idx = i
-            break
-
-    user_message = messages[last_user_message_idx]
-
-    if isinstance(user_message["content"], list):
-        # Handle list content input
-        content_type = "list"
-        query = ""
-        for content_item in user_message["content"]:
-            if content_item["type"] == "text":
-                query = content_item["text"]
-                break
-    elif isinstance(user_message["content"], str):
-        # Handle text content input
-        content_type = "text"
-        query = user_message["content"]
-    else:
-        # Fallback in case the input does not match expected types
-        content_type = None
-        query = ""
+    log.debug(f"files: {files} {messages} {embedding_function} {reranking_function}")
+    query = get_last_user_message(messages)
 
     extracted_collections = []
     relevant_contexts = []
 
-    for doc in docs:
+    for file in files:
         context = None
 
         collection_names = (
-            doc["collection_names"]
-            if doc["type"] == "collection"
-            else [doc["collection_name"]]
+            file["collection_names"]
+            if file["type"] == "collection"
+            else [file["collection_name"]]
         )
 
         collection_names = set(collection_names).difference(extracted_collections)
         if not collection_names:
-            log.debug(f"skipping {doc} as it has already been extracted")
+            log.debug(f"skipping {file} as it has already been extracted")
             continue
 
         try:
-            if doc["type"] == "text":
-                context = doc["content"]
+            if file["type"] == "text":
+                context = file["content"]
             else:
                 if hybrid_search:
                     context = query_collection_with_hybrid_search(
@@ -318,18 +290,20 @@ def rag_messages(
             context = None
 
         if context:
-            relevant_contexts.append({**context, "source": doc})
+            relevant_contexts.append({**context, "source": file})
 
         extracted_collections.extend(collection_names)
 
-    context_string = ""
-
+    contexts = []
     citations = []
+
     for context in relevant_contexts:
         try:
             if "documents" in context:
-                context_string += "\n\n".join(
-                    [text for text in context["documents"][0] if text is not None]
+                contexts.append(
+                    "\n\n".join(
+                        [text for text in context["documents"][0] if text is not None]
+                    )
                 )
 
                 if "metadatas" in context:
@@ -343,35 +317,7 @@ def rag_messages(
         except Exception as e:
             log.exception(e)
 
-    context_string = context_string.strip()
-
-    ra_content = rag_template(
-        template=template,
-        context=context_string,
-        query=query,
-    )
-
-    log.debug(f"ra_content: {ra_content}")
-
-    if content_type == "list":
-        new_content = []
-        for content_item in user_message["content"]:
-            if content_item["type"] == "text":
-                # Update the text item's content with ra_content
-                new_content.append({"type": "text", "text": ra_content})
-            else:
-                # Keep other types of content as they are
-                new_content.append(content_item)
-        new_user_message = {**user_message, "content": new_content}
-    else:
-        new_user_message = {
-            **user_message,
-            "content": ra_content,
-        }
-
-    messages[last_user_message_idx] = new_user_message
-
-    return messages, citations
+    return contexts, citations
 
 
 def get_model_path(model: str, update_model: bool = False):
@@ -413,8 +359,22 @@ def get_model_path(model: str, update_model: bool = False):
 
 
 def generate_openai_embeddings(
-    model: str, text: str, key: str, url: str = "https://api.openai.com/v1"
+    model: str,
+    text: Union[str, list[str]],
+    key: str,
+    url: str = "https://api.openai.com/v1",
 ):
+    if isinstance(text, list):
+        embeddings = generate_openai_batch_embeddings(model, text, key, url)
+    else:
+        embeddings = generate_openai_batch_embeddings(model, [text], key, url)
+
+    return embeddings[0] if isinstance(text, str) else embeddings
+
+
+def generate_openai_batch_embeddings(
+    model: str, texts: list[str], key: str, url: str = "https://api.openai.com/v1"
+) -> Optional[list[list[float]]]:
     try:
         r = requests.post(
             f"{url}/embeddings",
@@ -422,12 +382,12 @@ def generate_openai_embeddings(
                 "Content-Type": "application/json",
                 "Authorization": f"Bearer {key}",
             },
-            json={"input": text, "model": model},
+            json={"input": texts, "model": model},
         )
         r.raise_for_status()
         data = r.json()
         if "data" in data:
-            return data["data"][0]["embedding"]
+            return [elem["embedding"] for elem in data["data"]]
         else:
             raise "Something went wrong :/"
     except Exception as e:
@@ -482,8 +442,6 @@ from langchain_core.documents import BaseDocumentCompressor, Document
 from langchain_core.callbacks import Callbacks
 from langchain_core.pydantic_v1 import Extra
 
-from sentence_transformers import util
-
 
 class RerankCompressor(BaseDocumentCompressor):
     embedding_function: Any
@@ -508,6 +466,8 @@ class RerankCompressor(BaseDocumentCompressor):
                 [(query, doc.page_content) for doc in documents]
             )
         else:
+            from sentence_transformers import util
+
             query_embedding = self.embedding_function(query)
             document_embedding = self.embedding_function(
                 [doc.page_content for doc in documents]

backend/apps/socket/main.py

@@ -0,0 +1,170 @@
+import socketio
+import asyncio
+
+
+from apps.webui.models.users import Users
+from utils.utils import decode_token
+
+sio = socketio.AsyncServer(cors_allowed_origins=[], async_mode="asgi")
+app = socketio.ASGIApp(sio, socketio_path="/ws/socket.io")
+
+# Dictionary to maintain the user pool
+
+SESSION_POOL = {}
+USER_POOL = {}
+USAGE_POOL = {}
+# Timeout duration in seconds
+TIMEOUT_DURATION = 3
+
+
+@sio.event
+async def connect(sid, environ, auth):
+    user = None
+    if auth and "token" in auth:
+        data = decode_token(auth["token"])
+
+        if data is not None and "id" in data:
+            user = Users.get_user_by_id(data["id"])
+
+        if user:
+            SESSION_POOL[sid] = user.id
+            if user.id in USER_POOL:
+                USER_POOL[user.id].append(sid)
+            else:
+                USER_POOL[user.id] = [sid]
+
+            print(f"user {user.name}({user.id}) connected with session ID {sid}")
+
+            await sio.emit("user-count", {"count": len(set(USER_POOL))})
+            await sio.emit("usage", {"models": get_models_in_use()})
+
+
+@sio.on("user-join")
+async def user_join(sid, data):
+    print("user-join", sid, data)
+
+    auth = data["auth"] if "auth" in data else None
+
+    if auth and "token" in auth:
+        data = decode_token(auth["token"])
+
+        if data is not None and "id" in data:
+            user = Users.get_user_by_id(data["id"])
+
+        if user:
+
+            SESSION_POOL[sid] = user.id
+            if user.id in USER_POOL:
+                USER_POOL[user.id].append(sid)
+            else:
+                USER_POOL[user.id] = [sid]
+
+            print(f"user {user.name}({user.id}) connected with session ID {sid}")
+
+            await sio.emit("user-count", {"count": len(set(USER_POOL))})
+
+
+@sio.on("user-count")
+async def user_count(sid):
+    await sio.emit("user-count", {"count": len(set(USER_POOL))})
+
+
+def get_models_in_use():
+    # Aggregate all models in use
+    models_in_use = []
+    for model_id, data in USAGE_POOL.items():
+        models_in_use.append(model_id)
+
+    return models_in_use
+
+
+@sio.on("usage")
+async def usage(sid, data):
+
+    model_id = data["model"]
+
+    # Cancel previous callback if there is one
+    if model_id in USAGE_POOL:
+        USAGE_POOL[model_id]["callback"].cancel()
+
+    # Store the new usage data and task
+
+    if model_id in USAGE_POOL:
+        USAGE_POOL[model_id]["sids"].append(sid)
+        USAGE_POOL[model_id]["sids"] = list(set(USAGE_POOL[model_id]["sids"]))
+
+    else:
+        USAGE_POOL[model_id] = {"sids": [sid]}
+
+    # Schedule a task to remove the usage data after TIMEOUT_DURATION
+    USAGE_POOL[model_id]["callback"] = asyncio.create_task(
+        remove_after_timeout(sid, model_id)
+    )
+
+    # Broadcast the usage data to all clients
+    await sio.emit("usage", {"models": get_models_in_use()})
+
+
+async def remove_after_timeout(sid, model_id):
+    try:
+        await asyncio.sleep(TIMEOUT_DURATION)
+        if model_id in USAGE_POOL:
+            print(USAGE_POOL[model_id]["sids"])
+            USAGE_POOL[model_id]["sids"].remove(sid)
+            USAGE_POOL[model_id]["sids"] = list(set(USAGE_POOL[model_id]["sids"]))
+
+            if len(USAGE_POOL[model_id]["sids"]) == 0:
+                del USAGE_POOL[model_id]
+
+            # Broadcast the usage data to all clients
+            await sio.emit("usage", {"models": get_models_in_use()})
+    except asyncio.CancelledError:
+        # Task was cancelled due to new 'usage' event
+        pass
+
+
+@sio.event
+async def disconnect(sid):
+    if sid in SESSION_POOL:
+        user_id = SESSION_POOL[sid]
+        del SESSION_POOL[sid]
+
+        USER_POOL[user_id].remove(sid)
+
+        if len(USER_POOL[user_id]) == 0:
+            del USER_POOL[user_id]
+
+        await sio.emit("user-count", {"count": len(USER_POOL)})
+    else:
+        print(f"Unknown session ID {sid} disconnected")
+
+
+async def get_event_emitter(request_info):
+    async def __event_emitter__(event_data):
+        await sio.emit(
+            "chat-events",
+            {
+                "chat_id": request_info["chat_id"],
+                "message_id": request_info["message_id"],
+                "data": event_data,
+            },
+            to=request_info["session_id"],
+        )
+
+    return __event_emitter__
+
+
+async def get_event_call(request_info):
+    async def __event_call__(event_data):
+        response = await sio.call(
+            "chat-events",
+            {
+                "chat_id": request_info["chat_id"],
+                "message_id": request_info["message_id"],
+                "data": event_data,
+            },
+            to=request_info["session_id"],
+        )
+        return response
+
+    return __event_call__

backend/apps/webui/internal/db.py

@@ -1,17 +1,39 @@
-import json
-
-from peewee import *
-from peewee_migrate import Router
-from playhouse.db_url import connect
-from config import SRC_LOG_LEVELS, DATA_DIR, DATABASE_URL, BACKEND_DIR
 import os
 import logging
+import json
+from contextlib import contextmanager
+
+from peewee_migrate import Router
+from apps.webui.internal.wrappers import register_connection
+
+from typing import Optional, Any
+from typing_extensions import Self
+
+from sqlalchemy import create_engine, types, Dialect
+from sqlalchemy.ext.declarative import declarative_base
+from sqlalchemy.orm import sessionmaker, scoped_session
+from sqlalchemy.sql.type_api import _T
+
+from config import SRC_LOG_LEVELS, DATA_DIR, DATABASE_URL, BACKEND_DIR
 
 log = logging.getLogger(__name__)
 log.setLevel(SRC_LOG_LEVELS["DB"])
 
 
-class JSONField(TextField):
+class JSONField(types.TypeDecorator):
+    impl = types.Text
+    cache_ok = True
+
+    def process_bind_param(self, value: Optional[_T], dialect: Dialect) -> Any:
+        return json.dumps(value)
+
+    def process_result_value(self, value: Optional[_T], dialect: Dialect) -> Any:
+        if value is not None:
+            return json.loads(value)
+
+    def copy(self, **kw: Any) -> Self:
+        return JSONField(self.impl.length)
+
     def db_value(self, value):
         return json.dumps(value)
 
@@ -28,12 +50,61 @@ if os.path.exists(f"{DATA_DIR}/ollama.db"):
 else:
     pass
 
-DB = connect(DATABASE_URL)
-log.info(f"Connected to a {DB.__class__.__name__} database.")
-router = Router(
-    DB,
-    migrate_dir=BACKEND_DIR / "apps" / "webui" / "internal" / "migrations",
-    logger=log,
+
+# Workaround to handle the peewee migration
+# This is required to ensure the peewee migration is handled before the alembic migration
+def handle_peewee_migration(DATABASE_URL):
+    try:
+        # Replace the postgresql:// with postgres:// and %40 with @ in the DATABASE_URL
+        db = register_connection(
+            DATABASE_URL.replace("postgresql://", "postgres://").replace("%40", "@")
+        )
+        migrate_dir = BACKEND_DIR / "apps" / "webui" / "internal" / "migrations"
+        router = Router(db, logger=log, migrate_dir=migrate_dir)
+        router.run()
+        db.close()
+
+        # check if db connection has been closed
+
+    except Exception as e:
+        log.error(f"Failed to initialize the database connection: {e}")
+        raise
+
+    finally:
+        # Properly closing the database connection
+        if db and not db.is_closed():
+            db.close()
+
+        # Assert if db connection has been closed
+        assert db.is_closed(), "Database connection is still open."
+
+
+handle_peewee_migration(DATABASE_URL)
+
+
+SQLALCHEMY_DATABASE_URL = DATABASE_URL
+if "sqlite" in SQLALCHEMY_DATABASE_URL:
+    engine = create_engine(
+        SQLALCHEMY_DATABASE_URL, connect_args={"check_same_thread": False}
+    )
+else:
+    engine = create_engine(SQLALCHEMY_DATABASE_URL, pool_pre_ping=True)
+
+
+SessionLocal = sessionmaker(
+    autocommit=False, autoflush=False, bind=engine, expire_on_commit=False
 )
-router.run()
-DB.connect(reuse_if_open=True)
+Base = declarative_base()
+Session = scoped_session(SessionLocal)
+
+
+# Dependency
+def get_session():
+    db = SessionLocal()
+    try:
+        yield db
+    finally:
+        db.close()
+
+
+get_db = contextmanager(get_session)

backend/apps/webui/internal/migrations/012_add_tools.py

@@ -0,0 +1,61 @@
+"""Peewee migrations -- 009_add_models.py.
+
+Some examples (model - class or model name)::
+
+    > Model = migrator.orm['table_name']            # Return model in current state by name
+    > Model = migrator.ModelClass                   # Return model in current state by name
+
+    > migrator.sql(sql)                             # Run custom SQL
+    > migrator.run(func, *args, **kwargs)           # Run python function with the given args
+    > migrator.create_model(Model)                  # Create a model (could be used as decorator)
+    > migrator.remove_model(model, cascade=True)    # Remove a model
+    > migrator.add_fields(model, **fields)          # Add fields to a model
+    > migrator.change_fields(model, **fields)       # Change fields
+    > migrator.remove_fields(model, *field_names, cascade=True)
+    > migrator.rename_field(model, old_field_name, new_field_name)
+    > migrator.rename_table(model, new_table_name)
+    > migrator.add_index(model, *col_names, unique=False)
+    > migrator.add_not_null(model, *field_names)
+    > migrator.add_default(model, field_name, default)
+    > migrator.add_constraint(model, name, sql)
+    > migrator.drop_index(model, *col_names)
+    > migrator.drop_not_null(model, *field_names)
+    > migrator.drop_constraints(model, *constraints)
+
+"""
+
+from contextlib import suppress
+
+import peewee as pw
+from peewee_migrate import Migrator
+
+
+with suppress(ImportError):
+    import playhouse.postgres_ext as pw_pext
+
+
+def migrate(migrator: Migrator, database: pw.Database, *, fake=False):
+    """Write your migrations here."""
+
+    @migrator.create_model
+    class Tool(pw.Model):
+        id = pw.TextField(unique=True)
+        user_id = pw.TextField()
+
+        name = pw.TextField()
+        content = pw.TextField()
+        specs = pw.TextField()
+
+        meta = pw.TextField()
+
+        created_at = pw.BigIntegerField(null=False)
+        updated_at = pw.BigIntegerField(null=False)
+
+        class Meta:
+            table_name = "tool"
+
+
+def rollback(migrator: Migrator, database: pw.Database, *, fake=False):
+    """Write your rollback migrations here."""
+
+    migrator.remove_model("tool")

backend/apps/webui/internal/migrations/013_add_user_info.py

@@ -0,0 +1,48 @@
+"""Peewee migrations -- 002_add_local_sharing.py.
+
+Some examples (model - class or model name)::
+
+    > Model = migrator.orm['table_name']            # Return model in current state by name
+    > Model = migrator.ModelClass                   # Return model in current state by name
+
+    > migrator.sql(sql)                             # Run custom SQL
+    > migrator.run(func, *args, **kwargs)           # Run python function with the given args
+    > migrator.create_model(Model)                  # Create a model (could be used as decorator)
+    > migrator.remove_model(model, cascade=True)    # Remove a model
+    > migrator.add_fields(model, **fields)          # Add fields to a model
+    > migrator.change_fields(model, **fields)       # Change fields
+    > migrator.remove_fields(model, *field_names, cascade=True)
+    > migrator.rename_field(model, old_field_name, new_field_name)
+    > migrator.rename_table(model, new_table_name)
+    > migrator.add_index(model, *col_names, unique=False)
+    > migrator.add_not_null(model, *field_names)
+    > migrator.add_default(model, field_name, default)
+    > migrator.add_constraint(model, name, sql)
+    > migrator.drop_index(model, *col_names)
+    > migrator.drop_not_null(model, *field_names)
+    > migrator.drop_constraints(model, *constraints)
+
+"""
+
+from contextlib import suppress
+
+import peewee as pw
+from peewee_migrate import Migrator
+
+
+with suppress(ImportError):
+    import playhouse.postgres_ext as pw_pext
+
+
+def migrate(migrator: Migrator, database: pw.Database, *, fake=False):
+    """Write your migrations here."""
+
+    # Adding fields info to the 'user' table
+    migrator.add_fields("user", info=pw.TextField(null=True))
+
+
+def rollback(migrator: Migrator, database: pw.Database, *, fake=False):
+    """Write your rollback migrations here."""
+
+    # Remove the settings field
+    migrator.remove_fields("user", "info")

backend/apps/webui/internal/migrations/014_add_files.py

@@ -0,0 +1,55 @@
+"""Peewee migrations -- 009_add_models.py.
+
+Some examples (model - class or model name)::
+
+    > Model = migrator.orm['table_name']            # Return model in current state by name
+    > Model = migrator.ModelClass                   # Return model in current state by name
+
+    > migrator.sql(sql)                             # Run custom SQL
+    > migrator.run(func, *args, **kwargs)           # Run python function with the given args
+    > migrator.create_model(Model)                  # Create a model (could be used as decorator)
+    > migrator.remove_model(model, cascade=True)    # Remove a model
+    > migrator.add_fields(model, **fields)          # Add fields to a model
+    > migrator.change_fields(model, **fields)       # Change fields
+    > migrator.remove_fields(model, *field_names, cascade=True)
+    > migrator.rename_field(model, old_field_name, new_field_name)
+    > migrator.rename_table(model, new_table_name)
+    > migrator.add_index(model, *col_names, unique=False)
+    > migrator.add_not_null(model, *field_names)
+    > migrator.add_default(model, field_name, default)
+    > migrator.add_constraint(model, name, sql)
+    > migrator.drop_index(model, *col_names)
+    > migrator.drop_not_null(model, *field_names)
+    > migrator.drop_constraints(model, *constraints)
+
+"""
+
+from contextlib import suppress
+
+import peewee as pw
+from peewee_migrate import Migrator
+
+
+with suppress(ImportError):
+    import playhouse.postgres_ext as pw_pext
+
+
+def migrate(migrator: Migrator, database: pw.Database, *, fake=False):
+    """Write your migrations here."""
+
+    @migrator.create_model
+    class File(pw.Model):
+        id = pw.TextField(unique=True)
+        user_id = pw.TextField()
+        filename = pw.TextField()
+        meta = pw.TextField()
+        created_at = pw.BigIntegerField(null=False)
+
+        class Meta:
+            table_name = "file"
+
+
+def rollback(migrator: Migrator, database: pw.Database, *, fake=False):
+    """Write your rollback migrations here."""
+
+    migrator.remove_model("file")

backend/apps/webui/internal/migrations/015_add_functions.py

@@ -0,0 +1,61 @@
+"""Peewee migrations -- 009_add_models.py.
+
+Some examples (model - class or model name)::
+
+    > Model = migrator.orm['table_name']            # Return model in current state by name
+    > Model = migrator.ModelClass                   # Return model in current state by name
+
+    > migrator.sql(sql)                             # Run custom SQL
+    > migrator.run(func, *args, **kwargs)           # Run python function with the given args
+    > migrator.create_model(Model)                  # Create a model (could be used as decorator)
+    > migrator.remove_model(model, cascade=True)    # Remove a model
+    > migrator.add_fields(model, **fields)          # Add fields to a model
+    > migrator.change_fields(model, **fields)       # Change fields
+    > migrator.remove_fields(model, *field_names, cascade=True)
+    > migrator.rename_field(model, old_field_name, new_field_name)
+    > migrator.rename_table(model, new_table_name)
+    > migrator.add_index(model, *col_names, unique=False)
+    > migrator.add_not_null(model, *field_names)
+    > migrator.add_default(model, field_name, default)
+    > migrator.add_constraint(model, name, sql)
+    > migrator.drop_index(model, *col_names)
+    > migrator.drop_not_null(model, *field_names)
+    > migrator.drop_constraints(model, *constraints)
+
+"""
+
+from contextlib import suppress
+
+import peewee as pw
+from peewee_migrate import Migrator
+
+
+with suppress(ImportError):
+    import playhouse.postgres_ext as pw_pext
+
+
+def migrate(migrator: Migrator, database: pw.Database, *, fake=False):
+    """Write your migrations here."""
+
+    @migrator.create_model
+    class Function(pw.Model):
+        id = pw.TextField(unique=True)
+        user_id = pw.TextField()
+
+        name = pw.TextField()
+        type = pw.TextField()
+
+        content = pw.TextField()
+        meta = pw.TextField()
+
+        created_at = pw.BigIntegerField(null=False)
+        updated_at = pw.BigIntegerField(null=False)
+
+        class Meta:
+            table_name = "function"
+
+
+def rollback(migrator: Migrator, database: pw.Database, *, fake=False):
+    """Write your rollback migrations here."""
+
+    migrator.remove_model("function")

backend/apps/webui/internal/migrations/016_add_valves_and_is_active.py

@@ -0,0 +1,50 @@
+"""Peewee migrations -- 009_add_models.py.
+
+Some examples (model - class or model name)::
+
+    > Model = migrator.orm['table_name']            # Return model in current state by name
+    > Model = migrator.ModelClass                   # Return model in current state by name
+
+    > migrator.sql(sql)                             # Run custom SQL
+    > migrator.run(func, *args, **kwargs)           # Run python function with the given args
+    > migrator.create_model(Model)                  # Create a model (could be used as decorator)
+    > migrator.remove_model(model, cascade=True)    # Remove a model
+    > migrator.add_fields(model, **fields)          # Add fields to a model
+    > migrator.change_fields(model, **fields)       # Change fields
+    > migrator.remove_fields(model, *field_names, cascade=True)
+    > migrator.rename_field(model, old_field_name, new_field_name)
+    > migrator.rename_table(model, new_table_name)
+    > migrator.add_index(model, *col_names, unique=False)
+    > migrator.add_not_null(model, *field_names)
+    > migrator.add_default(model, field_name, default)
+    > migrator.add_constraint(model, name, sql)
+    > migrator.drop_index(model, *col_names)
+    > migrator.drop_not_null(model, *field_names)
+    > migrator.drop_constraints(model, *constraints)
+
+"""
+
+from contextlib import suppress
+
+import peewee as pw
+from peewee_migrate import Migrator
+
+
+with suppress(ImportError):
+    import playhouse.postgres_ext as pw_pext
+
+
+def migrate(migrator: Migrator, database: pw.Database, *, fake=False):
+    """Write your migrations here."""
+
+    migrator.add_fields("tool", valves=pw.TextField(null=True))
+    migrator.add_fields("function", valves=pw.TextField(null=True))
+    migrator.add_fields("function", is_active=pw.BooleanField(default=False))
+
+
+def rollback(migrator: Migrator, database: pw.Database, *, fake=False):
+    """Write your rollback migrations here."""
+
+    migrator.remove_fields("tool", "valves")
+    migrator.remove_fields("function", "valves")
+    migrator.remove_fields("function", "is_active")

backend/apps/webui/internal/migrations/017_add_user_oauth_sub.py

@@ -0,0 +1,45 @@
+"""Peewee migrations -- 017_add_user_oauth_sub.py.
+Some examples (model - class or model name)::
+    > Model = migrator.orm['table_name']            # Return model in current state by name
+    > Model = migrator.ModelClass                   # Return model in current state by name
+    > migrator.sql(sql)                             # Run custom SQL
+    > migrator.run(func, *args, **kwargs)           # Run python function with the given args
+    > migrator.create_model(Model)                  # Create a model (could be used as decorator)
+    > migrator.remove_model(model, cascade=True)    # Remove a model
+    > migrator.add_fields(model, **fields)          # Add fields to a model
+    > migrator.change_fields(model, **fields)       # Change fields
+    > migrator.remove_fields(model, *field_names, cascade=True)
+    > migrator.rename_field(model, old_field_name, new_field_name)
+    > migrator.rename_table(model, new_table_name)
+    > migrator.add_index(model, *col_names, unique=False)
+    > migrator.add_not_null(model, *field_names)
+    > migrator.add_default(model, field_name, default)
+    > migrator.add_constraint(model, name, sql)
+    > migrator.drop_index(model, *col_names)
+    > migrator.drop_not_null(model, *field_names)
+    > migrator.drop_constraints(model, *constraints)
+"""
+
+from contextlib import suppress
+
+import peewee as pw
+from peewee_migrate import Migrator
+
+
+with suppress(ImportError):
+    import playhouse.postgres_ext as pw_pext
+
+
+def migrate(migrator: Migrator, database: pw.Database, *, fake=False):
+    """Write your migrations here."""
+
+    migrator.add_fields(
+        "user",
+        oauth_sub=pw.TextField(null=True, unique=True),
+    )
+
+
+def rollback(migrator: Migrator, database: pw.Database, *, fake=False):
+    """Write your rollback migrations here."""
+
+    migrator.remove_fields("user", "oauth_sub")

backend/apps/webui/internal/migrations/018_add_function_is_global.py

@@ -0,0 +1,49 @@
+"""Peewee migrations -- 017_add_user_oauth_sub.py.
+
+Some examples (model - class or model name)::
+
+    > Model = migrator.orm['table_name']            # Return model in current state by name
+    > Model = migrator.ModelClass                   # Return model in current state by name
+
+    > migrator.sql(sql)                             # Run custom SQL
+    > migrator.run(func, *args, **kwargs)           # Run python function with the given args
+    > migrator.create_model(Model)                  # Create a model (could be used as decorator)
+    > migrator.remove_model(model, cascade=True)    # Remove a model
+    > migrator.add_fields(model, **fields)          # Add fields to a model
+    > migrator.change_fields(model, **fields)       # Change fields
+    > migrator.remove_fields(model, *field_names, cascade=True)
+    > migrator.rename_field(model, old_field_name, new_field_name)
+    > migrator.rename_table(model, new_table_name)
+    > migrator.add_index(model, *col_names, unique=False)
+    > migrator.add_not_null(model, *field_names)
+    > migrator.add_default(model, field_name, default)
+    > migrator.add_constraint(model, name, sql)
+    > migrator.drop_index(model, *col_names)
+    > migrator.drop_not_null(model, *field_names)
+    > migrator.drop_constraints(model, *constraints)
+
+"""
+
+from contextlib import suppress
+
+import peewee as pw
+from peewee_migrate import Migrator
+
+
+with suppress(ImportError):
+    import playhouse.postgres_ext as pw_pext
+
+
+def migrate(migrator: Migrator, database: pw.Database, *, fake=False):
+    """Write your migrations here."""
+
+    migrator.add_fields(
+        "function",
+        is_global=pw.BooleanField(default=False),
+    )
+
+
+def rollback(migrator: Migrator, database: pw.Database, *, fake=False):
+    """Write your rollback migrations here."""
+
+    migrator.remove_fields("function", "is_global")

backend/apps/webui/internal/migrations/README.md

@@ -1,21 +0,0 @@
-# Database Migrations
-
-This directory contains all the database migrations for the web app.
-Migrations are done using the [`peewee-migrate`](https://github.com/klen/peewee_migrate) library.
-
-Migrations are automatically ran at app startup.
-
-## Creating a migration
-
-Have you made a change to the schema of an existing model?
-You will need to create a migration file to ensure that existing databases are updated for backwards compatibility.
-
-1. Have a database file (`webui.db`) that has the old schema prior to any of your changes.
-2. Make your changes to the models.
-3. From the `backend` directory, run the following command:
-   ```bash
-   pw_migrate create --auto --auto-source apps.webui.models --database sqlite:///${SQLITE_DB} --directory apps/web/internal/migrations ${MIGRATION_NAME}
-   ```
-   - `$SQLITE_DB` should be the path to the database file.
-   - `$MIGRATION_NAME` should be a descriptive name for the migration.
-4. The migration file will be created in the `apps/web/internal/migrations` directory.

backend/apps/webui/internal/wrappers.py

@@ -0,0 +1,72 @@
+from contextvars import ContextVar
+from peewee import *
+from peewee import PostgresqlDatabase, InterfaceError as PeeWeeInterfaceError
+
+import logging
+from playhouse.db_url import connect, parse
+from playhouse.shortcuts import ReconnectMixin
+
+from config import SRC_LOG_LEVELS
+
+log = logging.getLogger(__name__)
+log.setLevel(SRC_LOG_LEVELS["DB"])
+
+db_state_default = {"closed": None, "conn": None, "ctx": None, "transactions": None}
+db_state = ContextVar("db_state", default=db_state_default.copy())
+
+
+class PeeweeConnectionState(object):
+    def __init__(self, **kwargs):
+        super().__setattr__("_state", db_state)
+        super().__init__(**kwargs)
+
+    def __setattr__(self, name, value):
+        self._state.get()[name] = value
+
+    def __getattr__(self, name):
+        value = self._state.get()[name]
+        return value
+
+
+class CustomReconnectMixin(ReconnectMixin):
+    reconnect_errors = (
+        # psycopg2
+        (OperationalError, "termin"),
+        (InterfaceError, "closed"),
+        # peewee
+        (PeeWeeInterfaceError, "closed"),
+    )
+
+
+class ReconnectingPostgresqlDatabase(CustomReconnectMixin, PostgresqlDatabase):
+    pass
+
+
+def register_connection(db_url):
+    db = connect(db_url)
+    if isinstance(db, PostgresqlDatabase):
+        # Enable autoconnect for SQLite databases, managed by Peewee
+        db.autoconnect = True
+        db.reuse_if_open = True
+        log.info("Connected to PostgreSQL database")
+
+        # Get the connection details
+        connection = parse(db_url)
+
+        # Use our custom database class that supports reconnection
+        db = ReconnectingPostgresqlDatabase(
+            connection["database"],
+            user=connection["user"],
+            password=connection["password"],
+            host=connection["host"],
+            port=connection["port"],
+        )
+        db.connect(reuse_if_open=True)
+    elif isinstance(db, SqliteDatabase):
+        # Enable autoconnect for SQLite databases, managed by Peewee
+        db.autoconnect = True
+        db.reuse_if_open = True
+        log.info("Connected to SQLite database")
+    else:
+        raise ValueError("Unsupported database connection")
+    return db

backend/apps/webui/main.py

@@ -1,19 +1,35 @@
 from fastapi import FastAPI, Depends
 from fastapi.routing import APIRoute
+from fastapi.responses import StreamingResponse
 from fastapi.middleware.cors import CORSMiddleware
+from starlette.middleware.sessions import SessionMiddleware
+from sqlalchemy.orm import Session
 from apps.webui.routers import (
     auths,
     users,
     chats,
     documents,
+    tools,
     models,
     prompts,
     configs,
     memories,
     utils,
+    files,
+    functions,
 )
+from apps.webui.models.functions import Functions
+from apps.webui.models.models import Models
+from apps.webui.utils import load_function_module_by_id
+
+from utils.misc import stream_message_template
+from utils.task import prompt_template
+
+
 from config import (
     WEBUI_BUILD_HASH,
+    SHOW_ADMIN_DETAILS,
+    ADMIN_EMAIL,
     WEBUI_AUTH,
     DEFAULT_MODELS,
     DEFAULT_PROMPT_SUGGESTIONS,
@@ -22,12 +38,25 @@ from config import (
     USER_PERMISSIONS,
     WEBHOOK_URL,
     WEBUI_AUTH_TRUSTED_EMAIL_HEADER,
+    WEBUI_AUTH_TRUSTED_NAME_HEADER,
     JWT_EXPIRES_IN,
     WEBUI_BANNERS,
-    AppConfig,
     ENABLE_COMMUNITY_SHARING,
+    AppConfig,
+    OAUTH_USERNAME_CLAIM,
+    OAUTH_PICTURE_CLAIM,
 )
 
+from apps.socket.main import get_event_call, get_event_emitter
+
+import inspect
+import uuid
+import time
+import json
+
+from typing import Iterator, Generator, Optional
+from pydantic import BaseModel
+
 app = FastAPI()
 
 origins = ["*"]
@@ -36,6 +65,13 @@ app.state.config = AppConfig()
 
 app.state.config.ENABLE_SIGNUP = ENABLE_SIGNUP
 app.state.config.JWT_EXPIRES_IN = JWT_EXPIRES_IN
+app.state.AUTH_TRUSTED_EMAIL_HEADER = WEBUI_AUTH_TRUSTED_EMAIL_HEADER
+app.state.AUTH_TRUSTED_NAME_HEADER = WEBUI_AUTH_TRUSTED_NAME_HEADER
+
+
+app.state.config.SHOW_ADMIN_DETAILS = SHOW_ADMIN_DETAILS
+app.state.config.ADMIN_EMAIL = ADMIN_EMAIL
+
 
 app.state.config.DEFAULT_MODELS = DEFAULT_MODELS
 app.state.config.DEFAULT_PROMPT_SUGGESTIONS = DEFAULT_PROMPT_SUGGESTIONS
@@ -46,9 +82,12 @@ app.state.config.BANNERS = WEBUI_BANNERS
 
 app.state.config.ENABLE_COMMUNITY_SHARING = ENABLE_COMMUNITY_SHARING
 
-app.state.MODELS = {}
-app.state.AUTH_TRUSTED_EMAIL_HEADER = WEBUI_AUTH_TRUSTED_EMAIL_HEADER
+app.state.config.OAUTH_USERNAME_CLAIM = OAUTH_USERNAME_CLAIM
+app.state.config.OAUTH_PICTURE_CLAIM = OAUTH_PICTURE_CLAIM
 
+app.state.MODELS = {}
+app.state.TOOLS = {}
+app.state.FUNCTIONS = {}
 
 app.add_middleware(
     CORSMiddleware,
@@ -58,6 +97,8 @@ app.add_middleware(
     allow_headers=["*"],
 )
 
+
+app.include_router(configs.router, prefix="/configs", tags=["configs"])
 app.include_router(auths.router, prefix="/auths", tags=["auths"])
 app.include_router(users.router, prefix="/users", tags=["users"])
 app.include_router(chats.router, prefix="/chats", tags=["chats"])
@@ -65,9 +106,12 @@ app.include_router(chats.router, prefix="/chats", tags=["chats"])
 app.include_router(documents.router, prefix="/documents", tags=["documents"])
 app.include_router(models.router, prefix="/models", tags=["models"])
 app.include_router(prompts.router, prefix="/prompts", tags=["prompts"])
-app.include_router(memories.router, prefix="/memories", tags=["memories"])
 
-app.include_router(configs.router, prefix="/configs", tags=["configs"])
+app.include_router(memories.router, prefix="/memories", tags=["memories"])
+app.include_router(files.router, prefix="/files", tags=["files"])
+app.include_router(tools.router, prefix="/tools", tags=["tools"])
+app.include_router(functions.router, prefix="/functions", tags=["functions"])
+
 app.include_router(utils.router, prefix="/utils", tags=["utils"])
 
 
@@ -79,3 +123,337 @@ async def get_status():
         "default_models": app.state.config.DEFAULT_MODELS,
         "default_prompt_suggestions": app.state.config.DEFAULT_PROMPT_SUGGESTIONS,
     }
+
+
+async def get_pipe_models():
+    pipes = Functions.get_functions_by_type("pipe", active_only=True)
+    pipe_models = []
+
+    for pipe in pipes:
+        # Check if function is already loaded
+        if pipe.id not in app.state.FUNCTIONS:
+            function_module, function_type, frontmatter = load_function_module_by_id(
+                pipe.id
+            )
+            app.state.FUNCTIONS[pipe.id] = function_module
+        else:
+            function_module = app.state.FUNCTIONS[pipe.id]
+
+        if hasattr(function_module, "valves") and hasattr(function_module, "Valves"):
+            valves = Functions.get_function_valves_by_id(pipe.id)
+            function_module.valves = function_module.Valves(
+                **(valves if valves else {})
+            )
+
+        # Check if function is a manifold
+        if hasattr(function_module, "type"):
+            if function_module.type == "manifold":
+                manifold_pipes = []
+
+                # Check if pipes is a function or a list
+                if callable(function_module.pipes):
+                    manifold_pipes = function_module.pipes()
+                else:
+                    manifold_pipes = function_module.pipes
+
+                for p in manifold_pipes:
+                    manifold_pipe_id = f'{pipe.id}.{p["id"]}'
+                    manifold_pipe_name = p["name"]
+
+                    if hasattr(function_module, "name"):
+                        manifold_pipe_name = (
+                            f"{function_module.name}{manifold_pipe_name}"
+                        )
+
+                    pipe_flag = {"type": pipe.type}
+                    if hasattr(function_module, "ChatValves"):
+                        pipe_flag["valves_spec"] = function_module.ChatValves.schema()
+
+                    pipe_models.append(
+                        {
+                            "id": manifold_pipe_id,
+                            "name": manifold_pipe_name,
+                            "object": "model",
+                            "created": pipe.created_at,
+                            "owned_by": "openai",
+                            "pipe": pipe_flag,
+                        }
+                    )
+        else:
+            pipe_flag = {"type": "pipe"}
+            if hasattr(function_module, "ChatValves"):
+                pipe_flag["valves_spec"] = function_module.ChatValves.schema()
+
+            pipe_models.append(
+                {
+                    "id": pipe.id,
+                    "name": pipe.name,
+                    "object": "model",
+                    "created": pipe.created_at,
+                    "owned_by": "openai",
+                    "pipe": pipe_flag,
+                }
+            )
+
+    return pipe_models
+
+
+async def generate_function_chat_completion(form_data, user):
+    model_id = form_data.get("model")
+    model_info = Models.get_model_by_id(model_id)
+
+    metadata = None
+    if "metadata" in form_data:
+        metadata = form_data["metadata"]
+        del form_data["metadata"]
+
+    __event_emitter__ = None
+    __event_call__ = None
+    __task__ = None
+
+    if metadata:
+        if (
+            metadata.get("session_id")
+            and metadata.get("chat_id")
+            and metadata.get("message_id")
+        ):
+            __event_emitter__ = await get_event_emitter(metadata)
+            __event_call__ = await get_event_call(metadata)
+
+        if metadata.get("task"):
+            __task__ = metadata.get("task")
+
+    if model_info:
+        if model_info.base_model_id:
+            form_data["model"] = model_info.base_model_id
+
+        model_info.params = model_info.params.model_dump()
+
+        if model_info.params:
+            if model_info.params.get("temperature", None) is not None:
+                form_data["temperature"] = float(model_info.params.get("temperature"))
+
+            if model_info.params.get("top_p", None):
+                form_data["top_p"] = int(model_info.params.get("top_p", None))
+
+            if model_info.params.get("max_tokens", None):
+                form_data["max_tokens"] = int(model_info.params.get("max_tokens", None))
+
+            if model_info.params.get("frequency_penalty", None):
+                form_data["frequency_penalty"] = int(
+                    model_info.params.get("frequency_penalty", None)
+                )
+
+            if model_info.params.get("seed", None):
+                form_data["seed"] = model_info.params.get("seed", None)
+
+            if model_info.params.get("stop", None):
+                form_data["stop"] = (
+                    [
+                        bytes(stop, "utf-8").decode("unicode_escape")
+                        for stop in model_info.params["stop"]
+                    ]
+                    if model_info.params.get("stop", None)
+                    else None
+                )
+
+        system = model_info.params.get("system", None)
+        if system:
+            system = prompt_template(
+                system,
+                **(
+                    {
+                        "user_name": user.name,
+                        "user_location": (
+                            user.info.get("location") if user.info else None
+                        ),
+                    }
+                    if user
+                    else {}
+                ),
+            )
+            # Check if the payload already has a system message
+            # If not, add a system message to the payload
+            if form_data.get("messages"):
+                for message in form_data["messages"]:
+                    if message.get("role") == "system":
+                        message["content"] = system + message["content"]
+                        break
+                else:
+                    form_data["messages"].insert(
+                        0,
+                        {
+                            "role": "system",
+                            "content": system,
+                        },
+                    )
+
+    else:
+        pass
+
+    async def job():
+        pipe_id = form_data["model"]
+        if "." in pipe_id:
+            pipe_id, sub_pipe_id = pipe_id.split(".", 1)
+        print(pipe_id)
+
+        # Check if function is already loaded
+        if pipe_id not in app.state.FUNCTIONS:
+            function_module, function_type, frontmatter = load_function_module_by_id(
+                pipe_id
+            )
+            app.state.FUNCTIONS[pipe_id] = function_module
+        else:
+            function_module = app.state.FUNCTIONS[pipe_id]
+
+        if hasattr(function_module, "valves") and hasattr(function_module, "Valves"):
+
+            valves = Functions.get_function_valves_by_id(pipe_id)
+            function_module.valves = function_module.Valves(
+                **(valves if valves else {})
+            )
+
+        pipe = function_module.pipe
+
+        # Get the signature of the function
+        sig = inspect.signature(pipe)
+        params = {"body": form_data}
+
+        if "__user__" in sig.parameters:
+            __user__ = {
+                "id": user.id,
+                "email": user.email,
+                "name": user.name,
+                "role": user.role,
+            }
+
+            try:
+                if hasattr(function_module, "UserValves"):
+                    __user__["valves"] = function_module.UserValves(
+                        **Functions.get_user_valves_by_id_and_user_id(pipe_id, user.id)
+                    )
+            except Exception as e:
+                print(e)
+
+            params = {**params, "__user__": __user__}
+
+        if "__event_emitter__" in sig.parameters:
+            params = {**params, "__event_emitter__": __event_emitter__}
+
+        if "__event_call__" in sig.parameters:
+            params = {**params, "__event_call__": __event_call__}
+
+        if "__task__" in sig.parameters:
+            params = {**params, "__task__": __task__}
+
+        if form_data["stream"]:
+
+            async def stream_content():
+                try:
+                    if inspect.iscoroutinefunction(pipe):
+                        res = await pipe(**params)
+                    else:
+                        res = pipe(**params)
+
+                    # Directly return if the response is a StreamingResponse
+                    if isinstance(res, StreamingResponse):
+                        async for data in res.body_iterator:
+                            yield data
+                        return
+                    if isinstance(res, dict):
+                        yield f"data: {json.dumps(res)}\n\n"
+                        return
+
+                except Exception as e:
+                    print(f"Error: {e}")
+                    yield f"data: {json.dumps({'error': {'detail':str(e)}})}\n\n"
+                    return
+
+                if isinstance(res, str):
+                    message = stream_message_template(form_data["model"], res)
+                    yield f"data: {json.dumps(message)}\n\n"
+
+                if isinstance(res, Iterator):
+                    for line in res:
+                        if isinstance(line, BaseModel):
+                            line = line.model_dump_json()
+                            line = f"data: {line}"
+                        if isinstance(line, dict):
+                            line = f"data: {json.dumps(line)}"
+
+                        try:
+                            line = line.decode("utf-8")
+                        except:
+                            pass
+
+                        if line.startswith("data:"):
+                            yield f"{line}\n\n"
+                        else:
+                            line = stream_message_template(form_data["model"], line)
+                            yield f"data: {json.dumps(line)}\n\n"
+
+                if isinstance(res, str) or isinstance(res, Generator):
+                    finish_message = {
+                        "id": f"{form_data['model']}-{str(uuid.uuid4())}",
+                        "object": "chat.completion.chunk",
+                        "created": int(time.time()),
+                        "model": form_data["model"],
+                        "choices": [
+                            {
+                                "index": 0,
+                                "delta": {},
+                                "logprobs": None,
+                                "finish_reason": "stop",
+                            }
+                        ],
+                    }
+
+                    yield f"data: {json.dumps(finish_message)}\n\n"
+                    yield f"data: [DONE]"
+
+            return StreamingResponse(stream_content(), media_type="text/event-stream")
+        else:
+
+            try:
+                if inspect.iscoroutinefunction(pipe):
+                    res = await pipe(**params)
+                else:
+                    res = pipe(**params)
+
+                if isinstance(res, StreamingResponse):
+                    return res
+            except Exception as e:
+                print(f"Error: {e}")
+                return {"error": {"detail": str(e)}}
+
+            if isinstance(res, dict):
+                return res
+            elif isinstance(res, BaseModel):
+                return res.model_dump()
+            else:
+                message = ""
+                if isinstance(res, str):
+                    message = res
+                if isinstance(res, Generator):
+                    for stream in res:
+                        message = f"{message}{stream}"
+
+                return {
+                    "id": f"{form_data['model']}-{str(uuid.uuid4())}",
+                    "object": "chat.completion",
+                    "created": int(time.time()),
+                    "model": form_data["model"],
+                    "choices": [
+                        {
+                            "index": 0,
+                            "message": {
+                                "role": "assistant",
+                                "content": message,
+                            },
+                            "logprobs": None,
+                            "finish_reason": "stop",
+                        }
+                    ],
+                }
+
+    return await job()

backend/apps/webui/models/auths.py

@@ -1,14 +1,13 @@
 from pydantic import BaseModel
-from typing import List, Union, Optional
-import time
+from typing import Optional
 import uuid
 import logging
-from peewee import *
+from sqlalchemy import String, Column, Boolean, Text
 
 from apps.webui.models.users import UserModel, Users
 from utils.utils import verify_password
 
-from apps.webui.internal.db import DB
+from apps.webui.internal.db import Base, get_db
 
 from config import SRC_LOG_LEVELS
 
@@ -20,14 +19,13 @@ log.setLevel(SRC_LOG_LEVELS["MODELS"])
 ####################
 
 
-class Auth(Model):
-    id = CharField(unique=True)
-    email = CharField()
-    password = TextField()
-    active = BooleanField()
+class Auth(Base):
+    __tablename__ = "auth"
 
-    class Meta:
-        database = DB
+    id = Column(String, primary_key=True)
+    email = Column(String)
+    password = Column(Text)
+    active = Column(Boolean)
 
 
 class AuthModel(BaseModel):
@@ -94,9 +92,6 @@ class AddUserForm(SignupForm):
 
 
 class AuthsTable:
-    def __init__(self, db):
-        self.db = db
-        self.db.create_tables([Auth])
 
     def insert_new_auth(
         self,
@@ -105,35 +100,46 @@ class AuthsTable:
         name: str,
         profile_image_url: str = "/user.png",
         role: str = "pending",
+        oauth_sub: Optional[str] = None,
     ) -> Optional[UserModel]:
-        log.info("insert_new_auth")
+        with get_db() as db:
 
-        id = str(uuid.uuid4())
+            log.info("insert_new_auth")
 
-        auth = AuthModel(
-            **{"id": id, "email": email, "password": password, "active": True}
-        )
-        result = Auth.create(**auth.model_dump())
+            id = str(uuid.uuid4())
 
-        user = Users.insert_new_user(id, name, email, profile_image_url, role)
+            auth = AuthModel(
+                **{"id": id, "email": email, "password": password, "active": True}
+            )
+            result = Auth(**auth.model_dump())
+            db.add(result)
 
-        if result and user:
-            return user
-        else:
-            return None
+            user = Users.insert_new_user(
+                id, name, email, profile_image_url, role, oauth_sub
+            )
+
+            db.commit()
+            db.refresh(result)
+
+            if result and user:
+                return user
+            else:
+                return None
 
     def authenticate_user(self, email: str, password: str) -> Optional[UserModel]:
         log.info(f"authenticate_user: {email}")
         try:
-            auth = Auth.get(Auth.email == email, Auth.active == True)
-            if auth:
-                if verify_password(password, auth.password):
-                    user = Users.get_user_by_id(auth.id)
-                    return user
+            with get_db() as db:
+
+                auth = db.query(Auth).filter_by(email=email, active=True).first()
+                if auth:
+                    if verify_password(password, auth.password):
+                        user = Users.get_user_by_id(auth.id)
+                        return user
+                    else:
+                        return None
                 else:
                     return None
-            else:
-                return None
         except:
             return None
 
@@ -152,46 +158,50 @@ class AuthsTable:
     def authenticate_user_by_trusted_header(self, email: str) -> Optional[UserModel]:
         log.info(f"authenticate_user_by_trusted_header: {email}")
         try:
-            auth = Auth.get(Auth.email == email, Auth.active == True)
-            if auth:
-                user = Users.get_user_by_id(auth.id)
-                return user
+            with get_db() as db:
+                auth = db.query(Auth).filter_by(email=email, active=True).first()
+                if auth:
+                    user = Users.get_user_by_id(auth.id)
+                    return user
         except:
             return None
 
     def update_user_password_by_id(self, id: str, new_password: str) -> bool:
         try:
-            query = Auth.update(password=new_password).where(Auth.id == id)
-            result = query.execute()
-
-            return True if result == 1 else False
+            with get_db() as db:
+                result = (
+                    db.query(Auth).filter_by(id=id).update({"password": new_password})
+                )
+                db.commit()
+                return True if result == 1 else False
         except:
             return False
 
     def update_email_by_id(self, id: str, email: str) -> bool:
         try:
-            query = Auth.update(email=email).where(Auth.id == id)
-            result = query.execute()
-
-            return True if result == 1 else False
+            with get_db() as db:
+                result = db.query(Auth).filter_by(id=id).update({"email": email})
+                db.commit()
+                return True if result == 1 else False
         except:
             return False
 
     def delete_auth_by_id(self, id: str) -> bool:
         try:
-            # Delete User
-            result = Users.delete_user_by_id(id)
+            with get_db() as db:
 
-            if result:
-                # Delete Auth
-                query = Auth.delete().where(Auth.id == id)
-                query.execute()  # Remove the rows, return number of rows removed.
+                # Delete User
+                result = Users.delete_user_by_id(id)
 
-                return True
-            else:
-                return False
+                if result:
+                    db.query(Auth).filter_by(id=id).delete()
+                    db.commit()
+
+                    return True
+                else:
+                    return False
         except:
             return False
 
 
-Auths = AuthsTable(DB)
+Auths = AuthsTable()

backend/apps/webui/models/chats.py

@@ -1,36 +1,38 @@
-from pydantic import BaseModel
+from pydantic import BaseModel, ConfigDict
 from typing import List, Union, Optional
-from peewee import *
-from playhouse.shortcuts import model_to_dict
 
 import json
 import uuid
 import time
 
-from apps.webui.internal.db import DB
+from sqlalchemy import Column, String, BigInteger, Boolean, Text
+
+from apps.webui.internal.db import Base, get_db
+
 
 ####################
 # Chat DB Schema
 ####################
 
 
-class Chat(Model):
-    id = CharField(unique=True)
-    user_id = CharField()
-    title = TextField()
-    chat = TextField()  # Save Chat JSON as Text
+class Chat(Base):
+    __tablename__ = "chat"
 
-    created_at = BigIntegerField()
-    updated_at = BigIntegerField()
+    id = Column(String, primary_key=True)
+    user_id = Column(String)
+    title = Column(Text)
+    chat = Column(Text)  # Save Chat JSON as Text
 
-    share_id = CharField(null=True, unique=True)
-    archived = BooleanField(default=False)
+    created_at = Column(BigInteger)
+    updated_at = Column(BigInteger)
 
-    class Meta:
-        database = DB
+    share_id = Column(Text, unique=True, nullable=True)
+    archived = Column(Boolean, default=False)
 
 
 class ChatModel(BaseModel):
+    model_config = ConfigDict(from_attributes=True)
+
     id: str
     user_id: str
     title: str
@@ -75,91 +77,104 @@ class ChatTitleIdResponse(BaseModel):
 
 
 class ChatTable:
-    def __init__(self, db):
-        self.db = db
-        db.create_tables([Chat])
 
     def insert_new_chat(self, user_id: str, form_data: ChatForm) -> Optional[ChatModel]:
-        id = str(uuid.uuid4())
-        chat = ChatModel(
-            **{
-                "id": id,
-                "user_id": user_id,
-                "title": (
-                    form_data.chat["title"] if "title" in form_data.chat else "New Chat"
-                ),
-                "chat": json.dumps(form_data.chat),
-                "created_at": int(time.time()),
-                "updated_at": int(time.time()),
-            }
-        )
+        with get_db() as db:
 
-        result = Chat.create(**chat.model_dump())
-        return chat if result else None
+            id = str(uuid.uuid4())
+            chat = ChatModel(
+                **{
+                    "id": id,
+                    "user_id": user_id,
+                    "title": (
+                        form_data.chat["title"]
+                        if "title" in form_data.chat
+                        else "New Chat"
+                    ),
+                    "chat": json.dumps(form_data.chat),
+                    "created_at": int(time.time()),
+                    "updated_at": int(time.time()),
+                }
+            )
+
+            result = Chat(**chat.model_dump())
+            db.add(result)
+            db.commit()
+            db.refresh(result)
+            return ChatModel.model_validate(result) if result else None
 
     def update_chat_by_id(self, id: str, chat: dict) -> Optional[ChatModel]:
         try:
-            query = Chat.update(
-                chat=json.dumps(chat),
-                title=chat["title"] if "title" in chat else "New Chat",
-                updated_at=int(time.time()),
-            ).where(Chat.id == id)
-            query.execute()
+            with get_db() as db:
 
-            chat = Chat.get(Chat.id == id)
-            return ChatModel(**model_to_dict(chat))
-        except:
+                chat_obj = db.get(Chat, id)
+                chat_obj.chat = json.dumps(chat)
+                chat_obj.title = chat["title"] if "title" in chat else "New Chat"
+                chat_obj.updated_at = int(time.time())
+                db.commit()
+                db.refresh(chat_obj)
+
+                return ChatModel.model_validate(chat_obj)
+        except Exception as e:
             return None
 
     def insert_shared_chat_by_chat_id(self, chat_id: str) -> Optional[ChatModel]:
-        # Get the existing chat to share
-        chat = Chat.get(Chat.id == chat_id)
-        # Check if the chat is already shared
-        if chat.share_id:
-            return self.get_chat_by_id_and_user_id(chat.share_id, "shared")
-        # Create a new chat with the same data, but with a new ID
-        shared_chat = ChatModel(
-            **{
-                "id": str(uuid.uuid4()),
-                "user_id": f"shared-{chat_id}",
-                "title": chat.title,
-                "chat": chat.chat,
-                "created_at": chat.created_at,
-                "updated_at": int(time.time()),
-            }
-        )
-        shared_result = Chat.create(**shared_chat.model_dump())
-        # Update the original chat with the share_id
-        result = (
-            Chat.update(share_id=shared_chat.id).where(Chat.id == chat_id).execute()
-        )
+        with get_db() as db:
 
-        return shared_chat if (shared_result and result) else None
+            # Get the existing chat to share
+            chat = db.get(Chat, chat_id)
+            # Check if the chat is already shared
+            if chat.share_id:
+                return self.get_chat_by_id_and_user_id(chat.share_id, "shared")
+            # Create a new chat with the same data, but with a new ID
+            shared_chat = ChatModel(
+                **{
+                    "id": str(uuid.uuid4()),
+                    "user_id": f"shared-{chat_id}",
+                    "title": chat.title,
+                    "chat": chat.chat,
+                    "created_at": chat.created_at,
+                    "updated_at": int(time.time()),
+                }
+            )
+            shared_result = Chat(**shared_chat.model_dump())
+            db.add(shared_result)
+            db.commit()
+            db.refresh(shared_result)
+
+            # Update the original chat with the share_id
+            result = (
+                db.query(Chat)
+                .filter_by(id=chat_id)
+                .update({"share_id": shared_chat.id})
+            )
+            db.commit()
+            return shared_chat if (shared_result and result) else None
 
     def update_shared_chat_by_chat_id(self, chat_id: str) -> Optional[ChatModel]:
         try:
-            print("update_shared_chat_by_id")
-            chat = Chat.get(Chat.id == chat_id)
-            print(chat)
+            with get_db() as db:
 
-            query = Chat.update(
-                title=chat.title,
-                chat=chat.chat,
-            ).where(Chat.id == chat.share_id)
+                print("update_shared_chat_by_id")
+                chat = db.get(Chat, chat_id)
+                print(chat)
+                chat.title = chat.title
+                chat.chat = chat.chat
+                db.commit()
+                db.refresh(chat)
 
-            query.execute()
-
-            chat = Chat.get(Chat.id == chat.share_id)
-            return ChatModel(**model_to_dict(chat))
+                return self.get_chat_by_id(chat.share_id)
         except:
             return None
 
     def delete_shared_chat_by_chat_id(self, chat_id: str) -> bool:
         try:
-            query = Chat.delete().where(Chat.user_id == f"shared-{chat_id}")
-            query.execute()  # Remove the rows, return number of rows removed.
+            with get_db() as db:
 
-            return True
+                db.query(Chat).filter_by(user_id=f"shared-{chat_id}").delete()
+                db.commit()
+
+                return True
         except:
             return False
 
@@ -167,56 +182,50 @@ class ChatTable:
         self, id: str, share_id: Optional[str]
     ) -> Optional[ChatModel]:
         try:
-            query = Chat.update(
-                share_id=share_id,
-            ).where(Chat.id == id)
-            query.execute()
+            with get_db() as db:
 
-            chat = Chat.get(Chat.id == id)
-            return ChatModel(**model_to_dict(chat))
+                chat = db.get(Chat, id)
+                chat.share_id = share_id
+                db.commit()
+                db.refresh(chat)
+                return ChatModel.model_validate(chat)
         except:
             return None
 
     def toggle_chat_archive_by_id(self, id: str) -> Optional[ChatModel]:
         try:
-            chat = self.get_chat_by_id(id)
-            query = Chat.update(
-                archived=(not chat.archived),
-            ).where(Chat.id == id)
+            with get_db() as db:
 
-            query.execute()
-
-            chat = Chat.get(Chat.id == id)
-            return ChatModel(**model_to_dict(chat))
+                chat = db.get(Chat, id)
+                chat.archived = not chat.archived
+                db.commit()
+                db.refresh(chat)
+                return ChatModel.model_validate(chat)
         except:
             return None
 
     def archive_all_chats_by_user_id(self, user_id: str) -> bool:
         try:
-            chats = self.get_chats_by_user_id(user_id)
-            for chat in chats:
-                query = Chat.update(
-                    archived=True,
-                ).where(Chat.id == chat.id)
-
-                query.execute()
-
-            return True
+            with get_db() as db:
+                db.query(Chat).filter_by(user_id=user_id).update({"archived": True})
+                db.commit()
+                return True
         except:
             return False
 
     def get_archived_chat_list_by_user_id(
         self, user_id: str, skip: int = 0, limit: int = 50
     ) -> List[ChatModel]:
-        return [
-            ChatModel(**model_to_dict(chat))
-            for chat in Chat.select()
-            .where(Chat.archived == True)
-            .where(Chat.user_id == user_id)
-            .order_by(Chat.updated_at.desc())
-            # .limit(limit)
-            # .offset(skip)
-        ]
+        with get_db() as db:
+
+            all_chats = (
+                db.query(Chat)
+                .filter_by(user_id=user_id, archived=True)
+                .order_by(Chat.updated_at.desc())
+                # .limit(limit).offset(skip)
+                .all()
+            )
+            return [ChatModel.model_validate(chat) for chat in all_chats]
 
     def get_chat_list_by_user_id(
         self,
@@ -225,122 +234,141 @@ class ChatTable:
         skip: int = 0,
         limit: int = 50,
     ) -> List[ChatModel]:
-        if include_archived:
-            return [
-                ChatModel(**model_to_dict(chat))
-                for chat in Chat.select()
-                .where(Chat.user_id == user_id)
-                .order_by(Chat.updated_at.desc())
-                # .limit(limit)
-                # .offset(skip)
-            ]
-        else:
-            return [
-                ChatModel(**model_to_dict(chat))
-                for chat in Chat.select()
-                .where(Chat.archived == False)
-                .where(Chat.user_id == user_id)
-                .order_by(Chat.updated_at.desc())
-                # .limit(limit)
-                # .offset(skip)
-            ]
+        with get_db() as db:
+            query = db.query(Chat).filter_by(user_id=user_id)
+            if not include_archived:
+                query = query.filter_by(archived=False)
+            all_chats = (
+                query.order_by(Chat.updated_at.desc())
+                # .limit(limit).offset(skip)
+                .all()
+            )
+            return [ChatModel.model_validate(chat) for chat in all_chats]
 
     def get_chat_list_by_chat_ids(
         self, chat_ids: List[str], skip: int = 0, limit: int = 50
     ) -> List[ChatModel]:
-        return [
-            ChatModel(**model_to_dict(chat))
-            for chat in Chat.select()
-            .where(Chat.archived == False)
-            .where(Chat.id.in_(chat_ids))
-            .order_by(Chat.updated_at.desc())
-        ]
+        with get_db() as db:
+            all_chats = (
+                db.query(Chat)
+                .filter(Chat.id.in_(chat_ids))
+                .filter_by(archived=False)
+                .order_by(Chat.updated_at.desc())
+                .all()
+            )
+            return [ChatModel.model_validate(chat) for chat in all_chats]
 
     def get_chat_by_id(self, id: str) -> Optional[ChatModel]:
         try:
-            chat = Chat.get(Chat.id == id)
-            return ChatModel(**model_to_dict(chat))
+            with get_db() as db:
+
+                chat = db.get(Chat, id)
+                return ChatModel.model_validate(chat)
         except:
             return None
 
     def get_chat_by_share_id(self, id: str) -> Optional[ChatModel]:
         try:
-            chat = Chat.get(Chat.share_id == id)
+            with get_db() as db:
 
-            if chat:
-                chat = Chat.get(Chat.id == id)
-                return ChatModel(**model_to_dict(chat))
-            else:
-                return None
-        except:
+                chat = db.query(Chat).filter_by(share_id=id).first()
+
+                if chat:
+                    return self.get_chat_by_id(id)
+                else:
+                    return None
+        except Exception as e:
             return None
 
     def get_chat_by_id_and_user_id(self, id: str, user_id: str) -> Optional[ChatModel]:
         try:
-            chat = Chat.get(Chat.id == id, Chat.user_id == user_id)
-            return ChatModel(**model_to_dict(chat))
+            with get_db() as db:
+
+                chat = db.query(Chat).filter_by(id=id, user_id=user_id).first()
+                return ChatModel.model_validate(chat)
         except:
             return None
 
     def get_chats(self, skip: int = 0, limit: int = 50) -> List[ChatModel]:
-        return [
-            ChatModel(**model_to_dict(chat))
-            for chat in Chat.select().order_by(Chat.updated_at.desc())
-            # .limit(limit).offset(skip)
-        ]
+        with get_db() as db:
+
+            all_chats = (
+                db.query(Chat)
+                # .limit(limit).offset(skip)
+                .order_by(Chat.updated_at.desc())
+            )
+            return [ChatModel.model_validate(chat) for chat in all_chats]
 
     def get_chats_by_user_id(self, user_id: str) -> List[ChatModel]:
-        return [
-            ChatModel(**model_to_dict(chat))
-            for chat in Chat.select()
-            .where(Chat.user_id == user_id)
-            .order_by(Chat.updated_at.desc())
-            # .limit(limit).offset(skip)
-        ]
+        with get_db() as db:
+
+            all_chats = (
+                db.query(Chat)
+                .filter_by(user_id=user_id)
+                .order_by(Chat.updated_at.desc())
+            )
+            return [ChatModel.model_validate(chat) for chat in all_chats]
+
+    def get_archived_chats_by_user_id(self, user_id: str) -> List[ChatModel]:
+        with get_db() as db:
+
+            all_chats = (
+                db.query(Chat)
+                .filter_by(user_id=user_id, archived=True)
+                .order_by(Chat.updated_at.desc())
+            )
+            return [ChatModel.model_validate(chat) for chat in all_chats]
 
     def delete_chat_by_id(self, id: str) -> bool:
         try:
-            query = Chat.delete().where((Chat.id == id))
-            query.execute()  # Remove the rows, return number of rows removed.
+            with get_db() as db:
 
-            return True and self.delete_shared_chat_by_chat_id(id)
+                db.query(Chat).filter_by(id=id).delete()
+                db.commit()
+
+                return True and self.delete_shared_chat_by_chat_id(id)
         except:
             return False
 
     def delete_chat_by_id_and_user_id(self, id: str, user_id: str) -> bool:
         try:
-            query = Chat.delete().where((Chat.id == id) & (Chat.user_id == user_id))
-            query.execute()  # Remove the rows, return number of rows removed.
+            with get_db() as db:
 
-            return True and self.delete_shared_chat_by_chat_id(id)
+                db.query(Chat).filter_by(id=id, user_id=user_id).delete()
+                db.commit()
+
+                return True and self.delete_shared_chat_by_chat_id(id)
         except:
             return False
 
     def delete_chats_by_user_id(self, user_id: str) -> bool:
         try:
 
-            self.delete_shared_chats_by_user_id(user_id)
+            with get_db() as db:
 
-            query = Chat.delete().where(Chat.user_id == user_id)
-            query.execute()  # Remove the rows, return number of rows removed.
+                self.delete_shared_chats_by_user_id(user_id)
 
-            return True
+                db.query(Chat).filter_by(user_id=user_id).delete()
+                db.commit()
+
+                return True
         except:
             return False
 
     def delete_shared_chats_by_user_id(self, user_id: str) -> bool:
         try:
-            shared_chat_ids = [
-                f"shared-{chat.id}"
-                for chat in Chat.select().where(Chat.user_id == user_id)
-            ]
 
-            query = Chat.delete().where(Chat.user_id << shared_chat_ids)
-            query.execute()  # Remove the rows, return number of rows removed.
+            with get_db() as db:
 
-            return True
+                chats_by_user = db.query(Chat).filter_by(user_id=user_id).all()
+                shared_chat_ids = [f"shared-{chat.id}" for chat in chats_by_user]
+
+                db.query(Chat).filter(Chat.user_id.in_(shared_chat_ids)).delete()
+                db.commit()
+
+                return True
         except:
             return False
 
 
-Chats = ChatTable(DB)
+Chats = ChatTable()

backend/apps/webui/models/documents.py

@@ -1,14 +1,11 @@
-from pydantic import BaseModel
-from peewee import *
-from playhouse.shortcuts import model_to_dict
-from typing import List, Union, Optional
+from pydantic import BaseModel, ConfigDict
+from typing import List, Optional
 import time
 import logging
 
-from utils.utils import decode_token
-from utils.misc import get_gravatar_url
+from sqlalchemy import String, Column, BigInteger, Text
 
-from apps.webui.internal.db import DB
+from apps.webui.internal.db import Base, get_db
 
 import json
 
@@ -22,20 +19,21 @@ log.setLevel(SRC_LOG_LEVELS["MODELS"])
 ####################
 
 
-class Document(Model):
-    collection_name = CharField(unique=True)
-    name = CharField(unique=True)
-    title = TextField()
-    filename = TextField()
-    content = TextField(null=True)
-    user_id = CharField()
-    timestamp = BigIntegerField()
+class Document(Base):
+    __tablename__ = "document"
 
-    class Meta:
-        database = DB
+    collection_name = Column(String, primary_key=True)
+    name = Column(String, unique=True)
+    title = Column(Text)
+    filename = Column(Text)
+    content = Column(Text, nullable=True)
+    user_id = Column(String)
+    timestamp = Column(BigInteger)
 
 
 class DocumentModel(BaseModel):
+    model_config = ConfigDict(from_attributes=True)
+
     collection_name: str
     name: str
     title: str
@@ -72,57 +70,63 @@ class DocumentForm(DocumentUpdateForm):
 
 
 class DocumentsTable:
-    def __init__(self, db):
-        self.db = db
-        self.db.create_tables([Document])
 
     def insert_new_doc(
         self, user_id: str, form_data: DocumentForm
     ) -> Optional[DocumentModel]:
-        document = DocumentModel(
-            **{
-                **form_data.model_dump(),
-                "user_id": user_id,
-                "timestamp": int(time.time()),
-            }
-        )
+        with get_db() as db:
 
-        try:
-            result = Document.create(**document.model_dump())
-            if result:
-                return document
-            else:
+            document = DocumentModel(
+                **{
+                    **form_data.model_dump(),
+                    "user_id": user_id,
+                    "timestamp": int(time.time()),
+                }
+            )
+
+            try:
+                result = Document(**document.model_dump())
+                db.add(result)
+                db.commit()
+                db.refresh(result)
+                if result:
+                    return DocumentModel.model_validate(result)
+                else:
+                    return None
+            except:
                 return None
-        except:
-            return None
 
     def get_doc_by_name(self, name: str) -> Optional[DocumentModel]:
         try:
-            document = Document.get(Document.name == name)
-            return DocumentModel(**model_to_dict(document))
+            with get_db() as db:
+
+                document = db.query(Document).filter_by(name=name).first()
+                return DocumentModel.model_validate(document) if document else None
         except:
             return None
 
     def get_docs(self) -> List[DocumentModel]:
-        return [
-            DocumentModel(**model_to_dict(doc))
-            for doc in Document.select()
-            # .limit(limit).offset(skip)
-        ]
+        with get_db() as db:
+
+            return [
+                DocumentModel.model_validate(doc) for doc in db.query(Document).all()
+            ]
 
     def update_doc_by_name(
         self, name: str, form_data: DocumentUpdateForm
     ) -> Optional[DocumentModel]:
         try:
-            query = Document.update(
-                title=form_data.title,
-                name=form_data.name,
-                timestamp=int(time.time()),
-            ).where(Document.name == name)
-            query.execute()
+            with get_db() as db:
 
-            doc = Document.get(Document.name == form_data.name)
-            return DocumentModel(**model_to_dict(doc))
+                db.query(Document).filter_by(name=name).update(
+                    {
+                        "title": form_data.title,
+                        "name": form_data.name,
+                        "timestamp": int(time.time()),
+                    }
+                )
+                db.commit()
+                return self.get_doc_by_name(form_data.name)
         except Exception as e:
             log.exception(e)
             return None
@@ -135,26 +139,29 @@ class DocumentsTable:
             doc_content = json.loads(doc.content if doc.content else "{}")
             doc_content = {**doc_content, **updated}
 
-            query = Document.update(
-                content=json.dumps(doc_content),
-                timestamp=int(time.time()),
-            ).where(Document.name == name)
-            query.execute()
+            with get_db() as db:
 
-            doc = Document.get(Document.name == name)
-            return DocumentModel(**model_to_dict(doc))
+                db.query(Document).filter_by(name=name).update(
+                    {
+                        "content": json.dumps(doc_content),
+                        "timestamp": int(time.time()),
+                    }
+                )
+                db.commit()
+                return self.get_doc_by_name(name)
         except Exception as e:
             log.exception(e)
             return None
 
     def delete_doc_by_name(self, name: str) -> bool:
         try:
-            query = Document.delete().where((Document.name == name))
-            query.execute()  # Remove the rows, return number of rows removed.
+            with get_db() as db:
 
-            return True
+                db.query(Document).filter_by(name=name).delete()
+                db.commit()
+                return True
         except:
             return False
 
 
-Documents = DocumentsTable(DB)
+Documents = DocumentsTable()

backend/apps/webui/models/files.py

@@ -0,0 +1,126 @@
+from pydantic import BaseModel, ConfigDict
+from typing import List, Union, Optional
+import time
+import logging
+
+from sqlalchemy import Column, String, BigInteger, Text
+
+from apps.webui.internal.db import JSONField, Base, get_db
+
+import json
+
+from config import SRC_LOG_LEVELS
+
+log = logging.getLogger(__name__)
+log.setLevel(SRC_LOG_LEVELS["MODELS"])
+
+####################
+# Files DB Schema
+####################
+
+
+class File(Base):
+    __tablename__ = "file"
+
+    id = Column(String, primary_key=True)
+    user_id = Column(String)
+    filename = Column(Text)
+    meta = Column(JSONField)
+    created_at = Column(BigInteger)
+
+
+class FileModel(BaseModel):
+    id: str
+    user_id: str
+    filename: str
+    meta: dict
+    created_at: int  # timestamp in epoch
+
+    model_config = ConfigDict(from_attributes=True)
+
+
+####################
+# Forms
+####################
+
+
+class FileModelResponse(BaseModel):
+    id: str
+    user_id: str
+    filename: str
+    meta: dict
+    created_at: int  # timestamp in epoch
+
+
+class FileForm(BaseModel):
+    id: str
+    filename: str
+    meta: dict = {}
+
+
+class FilesTable:
+
+    def insert_new_file(self, user_id: str, form_data: FileForm) -> Optional[FileModel]:
+        with get_db() as db:
+
+            file = FileModel(
+                **{
+                    **form_data.model_dump(),
+                    "user_id": user_id,
+                    "created_at": int(time.time()),
+                }
+            )
+
+            try:
+                result = File(**file.model_dump())
+                db.add(result)
+                db.commit()
+                db.refresh(result)
+                if result:
+                    return FileModel.model_validate(result)
+                else:
+                    return None
+            except Exception as e:
+                print(f"Error creating tool: {e}")
+                return None
+
+    def get_file_by_id(self, id: str) -> Optional[FileModel]:
+        with get_db() as db:
+
+            try:
+                file = db.get(File, id)
+                return FileModel.model_validate(file)
+            except:
+                return None
+
+    def get_files(self) -> List[FileModel]:
+        with get_db() as db:
+
+            return [FileModel.model_validate(file) for file in db.query(File).all()]
+
+    def delete_file_by_id(self, id: str) -> bool:
+
+        with get_db() as db:
+
+            try:
+                db.query(File).filter_by(id=id).delete()
+                db.commit()
+
+                return True
+            except:
+                return False
+
+    def delete_all_files(self) -> bool:
+
+        with get_db() as db:
+
+            try:
+                db.query(File).delete()
+                db.commit()
+
+                return True
+            except:
+                return False
+
+
+Files = FilesTable()

backend/apps/webui/models/functions.py

@@ -0,0 +1,288 @@
+from pydantic import BaseModel, ConfigDict
+from typing import List, Union, Optional
+import time
+import logging
+
+from sqlalchemy import Column, String, Text, BigInteger, Boolean
+
+from apps.webui.internal.db import JSONField, Base, get_db
+from apps.webui.models.users import Users
+
+import json
+import copy
+
+
+from config import SRC_LOG_LEVELS
+
+log = logging.getLogger(__name__)
+log.setLevel(SRC_LOG_LEVELS["MODELS"])
+
+####################
+# Functions DB Schema
+####################
+
+
+class Function(Base):
+    __tablename__ = "function"
+
+    id = Column(String, primary_key=True)
+    user_id = Column(String)
+    name = Column(Text)
+    type = Column(Text)
+    content = Column(Text)
+    meta = Column(JSONField)
+    valves = Column(JSONField)
+    is_active = Column(Boolean)
+    is_global = Column(Boolean)
+    updated_at = Column(BigInteger)
+    created_at = Column(BigInteger)
+
+
+class FunctionMeta(BaseModel):
+    description: Optional[str] = None
+    manifest: Optional[dict] = {}
+
+
+class FunctionModel(BaseModel):
+    id: str
+    user_id: str
+    name: str
+    type: str
+    content: str
+    meta: FunctionMeta
+    is_active: bool = False
+    is_global: bool = False
+    updated_at: int  # timestamp in epoch
+    created_at: int  # timestamp in epoch
+
+    model_config = ConfigDict(from_attributes=True)
+
+
+####################
+# Forms
+####################
+
+
+class FunctionResponse(BaseModel):
+    id: str
+    user_id: str
+    type: str
+    name: str
+    meta: FunctionMeta
+    is_active: bool
+    is_global: bool
+    updated_at: int  # timestamp in epoch
+    created_at: int  # timestamp in epoch
+
+
+class FunctionForm(BaseModel):
+    id: str
+    name: str
+    content: str
+    meta: FunctionMeta
+
+
+class FunctionValves(BaseModel):
+    valves: Optional[dict] = None
+
+
+class FunctionsTable:
+
+    def insert_new_function(
+        self, user_id: str, type: str, form_data: FunctionForm
+    ) -> Optional[FunctionModel]:
+
+        function = FunctionModel(
+            **{
+                **form_data.model_dump(),
+                "user_id": user_id,
+                "type": type,
+                "updated_at": int(time.time()),
+                "created_at": int(time.time()),
+            }
+        )
+
+        try:
+            with get_db() as db:
+                result = Function(**function.model_dump())
+                db.add(result)
+                db.commit()
+                db.refresh(result)
+                if result:
+                    return FunctionModel.model_validate(result)
+                else:
+                    return None
+        except Exception as e:
+            print(f"Error creating tool: {e}")
+            return None
+
+    def get_function_by_id(self, id: str) -> Optional[FunctionModel]:
+        try:
+            with get_db() as db:
+
+                function = db.get(Function, id)
+                return FunctionModel.model_validate(function)
+        except:
+            return None
+
+    def get_functions(self, active_only=False) -> List[FunctionModel]:
+        with get_db() as db:
+
+            if active_only:
+                return [
+                    FunctionModel.model_validate(function)
+                    for function in db.query(Function).filter_by(is_active=True).all()
+                ]
+            else:
+                return [
+                    FunctionModel.model_validate(function)
+                    for function in db.query(Function).all()
+                ]
+
+    def get_functions_by_type(
+        self, type: str, active_only=False
+    ) -> List[FunctionModel]:
+        with get_db() as db:
+
+            if active_only:
+                return [
+                    FunctionModel.model_validate(function)
+                    for function in db.query(Function)
+                    .filter_by(type=type, is_active=True)
+                    .all()
+                ]
+            else:
+                return [
+                    FunctionModel.model_validate(function)
+                    for function in db.query(Function).filter_by(type=type).all()
+                ]
+
+    def get_global_filter_functions(self) -> List[FunctionModel]:
+        with get_db() as db:
+
+            return [
+                FunctionModel.model_validate(function)
+                for function in db.query(Function)
+                .filter_by(type="filter", is_active=True, is_global=True)
+                .all()
+            ]
+
+    def get_global_action_functions(self) -> List[FunctionModel]:
+        with get_db() as db:
+            return [
+                FunctionModel.model_validate(function)
+                for function in db.query(Function)
+                .filter_by(type="action", is_active=True, is_global=True)
+                .all()
+            ]
+
+    def get_function_valves_by_id(self, id: str) -> Optional[dict]:
+        with get_db() as db:
+
+            try:
+                function = db.get(Function, id)
+                return function.valves if function.valves else {}
+            except Exception as e:
+                print(f"An error occurred: {e}")
+                return None
+
+    def update_function_valves_by_id(
+        self, id: str, valves: dict
+    ) -> Optional[FunctionValves]:
+        with get_db() as db:
+
+            try:
+                function = db.get(Function, id)
+                function.valves = valves
+                function.updated_at = int(time.time())
+                db.commit()
+                db.refresh(function)
+                return self.get_function_by_id(id)
+            except:
+                return None
+
+    def get_user_valves_by_id_and_user_id(
+        self, id: str, user_id: str
+    ) -> Optional[dict]:
+
+        try:
+            user = Users.get_user_by_id(user_id)
+            user_settings = user.settings.model_dump() if user.settings else {}
+
+            # Check if user has "functions" and "valves" settings
+            if "functions" not in user_settings:
+                user_settings["functions"] = {}
+            if "valves" not in user_settings["functions"]:
+                user_settings["functions"]["valves"] = {}
+
+            return user_settings["functions"]["valves"].get(id, {})
+        except Exception as e:
+            print(f"An error occurred: {e}")
+            return None
+
+    def update_user_valves_by_id_and_user_id(
+        self, id: str, user_id: str, valves: dict
+    ) -> Optional[dict]:
+
+        try:
+            user = Users.get_user_by_id(user_id)
+            user_settings = user.settings.model_dump() if user.settings else {}
+
+            # Check if user has "functions" and "valves" settings
+            if "functions" not in user_settings:
+                user_settings["functions"] = {}
+            if "valves" not in user_settings["functions"]:
+                user_settings["functions"]["valves"] = {}
+
+            user_settings["functions"]["valves"][id] = valves
+
+            # Update the user settings in the database
+            Users.update_user_by_id(user_id, {"settings": user_settings})
+
+            return user_settings["functions"]["valves"][id]
+        except Exception as e:
+            print(f"An error occurred: {e}")
+            return None
+
+    def update_function_by_id(self, id: str, updated: dict) -> Optional[FunctionModel]:
+        with get_db() as db:
+
+            try:
+                db.query(Function).filter_by(id=id).update(
+                    {
+                        **updated,
+                        "updated_at": int(time.time()),
+                    }
+                )
+                db.commit()
+                return self.get_function_by_id(id)
+            except:
+                return None
+
+    def deactivate_all_functions(self) -> Optional[bool]:
+        with get_db() as db:
+
+            try:
+                db.query(Function).update(
+                    {
+                        "is_active": False,
+                        "updated_at": int(time.time()),
+                    }
+                )
+                db.commit()
+                return True
+            except:
+                return None
+
+    def delete_function_by_id(self, id: str) -> bool:
+        with get_db() as db:
+            try:
+                db.query(Function).filter_by(id=id).delete()
+                db.commit()
+
+                return True
+            except:
+                return False
+
+
+Functions = FunctionsTable()

backend/apps/webui/models/memories.py

@@ -1,10 +1,9 @@
-from pydantic import BaseModel
-from peewee import *
-from playhouse.shortcuts import model_to_dict
+from pydantic import BaseModel, ConfigDict
 from typing import List, Union, Optional
 
-from apps.webui.internal.db import DB
-from apps.webui.models.chats import Chats
+from sqlalchemy import Column, String, BigInteger, Text
+
+from apps.webui.internal.db import Base, get_db
 
 import time
 import uuid
@@ -14,15 +13,14 @@ import uuid
 ####################
 
 
-class Memory(Model):
-    id = CharField(unique=True)
-    user_id = CharField()
-    content = TextField()
-    updated_at = BigIntegerField()
-    created_at = BigIntegerField()
+class Memory(Base):
+    __tablename__ = "memory"
 
-    class Meta:
-        database = DB
+    id = Column(String, primary_key=True)
+    user_id = Column(String)
+    content = Column(Text)
+    updated_at = Column(BigInteger)
+    created_at = Column(BigInteger)
 
 
 class MemoryModel(BaseModel):
@@ -32,6 +30,8 @@ class MemoryModel(BaseModel):
     updated_at: int  # timestamp in epoch
     created_at: int  # timestamp in epoch
 
+    model_config = ConfigDict(from_attributes=True)
+
 
 ####################
 # Forms
@@ -39,80 +39,110 @@ class MemoryModel(BaseModel):
 
 
 class MemoriesTable:
-    def __init__(self, db):
-        self.db = db
-        self.db.create_tables([Memory])
 
     def insert_new_memory(
         self,
         user_id: str,
         content: str,
     ) -> Optional[MemoryModel]:
-        id = str(uuid.uuid4())
 
-        memory = MemoryModel(
-            **{
-                "id": id,
-                "user_id": user_id,
-                "content": content,
-                "created_at": int(time.time()),
-                "updated_at": int(time.time()),
-            }
-        )
-        result = Memory.create(**memory.model_dump())
-        if result:
-            return memory
-        else:
-            return None
+        with get_db() as db:
+            id = str(uuid.uuid4())
+
+            memory = MemoryModel(
+                **{
+                    "id": id,
+                    "user_id": user_id,
+                    "content": content,
+                    "created_at": int(time.time()),
+                    "updated_at": int(time.time()),
+                }
+            )
+            result = Memory(**memory.model_dump())
+            db.add(result)
+            db.commit()
+            db.refresh(result)
+            if result:
+                return MemoryModel.model_validate(result)
+            else:
+                return None
+
+    def update_memory_by_id(
+        self,
+        id: str,
+        content: str,
+    ) -> Optional[MemoryModel]:
+        with get_db() as db:
+
+            try:
+                db.query(Memory).filter_by(id=id).update(
+                    {"content": content, "updated_at": int(time.time())}
+                )
+                db.commit()
+                return self.get_memory_by_id(id)
+            except:
+                return None
 
     def get_memories(self) -> List[MemoryModel]:
-        try:
-            memories = Memory.select()
-            return [MemoryModel(**model_to_dict(memory)) for memory in memories]
-        except:
-            return None
+        with get_db() as db:
+
+            try:
+                memories = db.query(Memory).all()
+                return [MemoryModel.model_validate(memory) for memory in memories]
+            except:
+                return None
 
     def get_memories_by_user_id(self, user_id: str) -> List[MemoryModel]:
-        try:
-            memories = Memory.select().where(Memory.user_id == user_id)
-            return [MemoryModel(**model_to_dict(memory)) for memory in memories]
-        except:
-            return None
+        with get_db() as db:
 
-    def get_memory_by_id(self, id) -> Optional[MemoryModel]:
-        try:
-            memory = Memory.get(Memory.id == id)
-            return MemoryModel(**model_to_dict(memory))
-        except:
-            return None
+            try:
+                memories = db.query(Memory).filter_by(user_id=user_id).all()
+                return [MemoryModel.model_validate(memory) for memory in memories]
+            except:
+                return None
+
+    def get_memory_by_id(self, id: str) -> Optional[MemoryModel]:
+        with get_db() as db:
+
+            try:
+                memory = db.get(Memory, id)
+                return MemoryModel.model_validate(memory)
+            except:
+                return None
 
     def delete_memory_by_id(self, id: str) -> bool:
-        try:
-            query = Memory.delete().where(Memory.id == id)
-            query.execute()  # Remove the rows, return number of rows removed.
+        with get_db() as db:
 
-            return True
+            try:
+                db.query(Memory).filter_by(id=id).delete()
+                db.commit()
 
-        except:
-            return False
+                return True
+
+            except:
+                return False
 
     def delete_memories_by_user_id(self, user_id: str) -> bool:
-        try:
-            query = Memory.delete().where(Memory.user_id == user_id)
-            query.execute()
+        with get_db() as db:
 
-            return True
-        except:
-            return False
+            try:
+                db.query(Memory).filter_by(user_id=user_id).delete()
+                db.commit()
+
+                return True
+            except:
+                return False
 
     def delete_memory_by_id_and_user_id(self, id: str, user_id: str) -> bool:
-        try:
-            query = Memory.delete().where(Memory.id == id, Memory.user_id == user_id)
-            query.execute()
+        with get_db() as db:
 
-            return True
-        except:
-            return False
+            try:
+                db.query(Memory).filter_by(id=id, user_id=user_id).delete()
+                db.commit()
+
+                return True
+            except:
+                return False
 
 
-Memories = MemoriesTable(DB)
+Memories = MemoriesTable()

backend/apps/webui/models/models.py

@@ -2,13 +2,10 @@ import json
 import logging
 from typing import Optional
 
-import peewee as pw
-from peewee import *
-
-from playhouse.shortcuts import model_to_dict
 from pydantic import BaseModel, ConfigDict
+from sqlalchemy import String, Column, BigInteger, Text
 
-from apps.webui.internal.db import DB, JSONField
+from apps.webui.internal.db import Base, JSONField, get_db
 
 from typing import List, Union, Optional
 from config import SRC_LOG_LEVELS
@@ -32,7 +29,7 @@ class ModelParams(BaseModel):
 
 # ModelMeta is a model for the data stored in the meta field of the Model table
 class ModelMeta(BaseModel):
-    profile_image_url: Optional[str] = "/favicon.png"
+    profile_image_url: Optional[str] = "/static/favicon.png"
 
     description: Optional[str] = None
     """
@@ -46,38 +43,37 @@ class ModelMeta(BaseModel):
     pass
 
 
-class Model(pw.Model):
-    id = pw.TextField(unique=True)
+class Model(Base):
+    __tablename__ = "model"
+
+    id = Column(Text, primary_key=True)
     """
         The model's id as used in the API. If set to an existing model, it will override the model.
     """
-    user_id = pw.TextField()
+    user_id = Column(Text)
 
-    base_model_id = pw.TextField(null=True)
+    base_model_id = Column(Text, nullable=True)
     """
         An optional pointer to the actual model that should be used when proxying requests.
     """
 
-    name = pw.TextField()
+    name = Column(Text)
     """
         The human-readable display name of the model.
     """
 
-    params = JSONField()
+    params = Column(JSONField)
     """
         Holds a JSON encoded blob of parameters, see `ModelParams`.
     """
 
-    meta = JSONField()
+    meta = Column(JSONField)
     """
         Holds a JSON encoded blob of metadata, see `ModelMeta`.
     """
 
-    updated_at = BigIntegerField()
-    created_at = BigIntegerField()
-
-    class Meta:
-        database = DB
+    updated_at = Column(BigInteger)
+    created_at = Column(BigInteger)
 
 
 class ModelModel(BaseModel):
@@ -92,6 +88,8 @@ class ModelModel(BaseModel):
     updated_at: int  # timestamp in epoch
     created_at: int  # timestamp in epoch
 
+    model_config = ConfigDict(from_attributes=True)
+
 
 ####################
 # Forms
@@ -115,12 +113,6 @@ class ModelForm(BaseModel):
 
 
 class ModelsTable:
-    def __init__(
-        self,
-        db: pw.SqliteDatabase | pw.PostgresqlDatabase,
-    ):
-        self.db = db
-        self.db.create_tables([Model])
 
     def insert_new_model(
         self, form_data: ModelForm, user_id: str
@@ -134,34 +126,50 @@ class ModelsTable:
             }
         )
         try:
-            result = Model.create(**model.model_dump())
 
-            if result:
-                return model
-            else:
-                return None
+            with get_db() as db:
+
+                result = Model(**model.model_dump())
+                db.add(result)
+                db.commit()
+                db.refresh(result)
+
+                if result:
+                    return ModelModel.model_validate(result)
+                else:
+                    return None
         except Exception as e:
             print(e)
             return None
 
     def get_all_models(self) -> List[ModelModel]:
-        return [ModelModel(**model_to_dict(model)) for model in Model.select()]
+        with get_db() as db:
+
+            return [ModelModel.model_validate(model) for model in db.query(Model).all()]
 
     def get_model_by_id(self, id: str) -> Optional[ModelModel]:
         try:
-            model = Model.get(Model.id == id)
-            return ModelModel(**model_to_dict(model))
+            with get_db() as db:
+
+                model = db.get(Model, id)
+                return ModelModel.model_validate(model)
         except:
             return None
 
     def update_model_by_id(self, id: str, model: ModelForm) -> Optional[ModelModel]:
         try:
-            # update only the fields that are present in the model
-            query = Model.update(**model.model_dump()).where(Model.id == id)
-            query.execute()
+            with get_db() as db:
+                # update only the fields that are present in the model
+                result = (
+                    db.query(Model)
+                    .filter_by(id=id)
+                    .update(model.model_dump(exclude={"id"}, exclude_none=True))
+                )
+                db.commit()
 
-            model = Model.get(Model.id == id)
-            return ModelModel(**model_to_dict(model))
+                model = db.get(Model, id)
+                db.refresh(model)
+                return ModelModel.model_validate(model)
         except Exception as e:
             print(e)
 
@@ -169,11 +177,14 @@ class ModelsTable:
 
     def delete_model_by_id(self, id: str) -> bool:
         try:
-            query = Model.delete().where(Model.id == id)
-            query.execute()
-            return True
+            with get_db() as db:
+
+                db.query(Model).filter_by(id=id).delete()
+                db.commit()
+
+                return True
         except:
             return False
 
 
-Models = ModelsTable(DB)
+Models = ModelsTable()

backend/apps/webui/models/prompts.py

@@ -1,13 +1,10 @@
-from pydantic import BaseModel
-from peewee import *
-from playhouse.shortcuts import model_to_dict
-from typing import List, Union, Optional
+from pydantic import BaseModel, ConfigDict
+from typing import List, Optional
 import time
 
-from utils.utils import decode_token
-from utils.misc import get_gravatar_url
+from sqlalchemy import String, Column, BigInteger, Text
 
-from apps.webui.internal.db import DB
+from apps.webui.internal.db import Base, get_db
 
 import json
 
@@ -16,15 +13,14 @@ import json
 ####################
 
 
-class Prompt(Model):
-    command = CharField(unique=True)
-    user_id = CharField()
-    title = TextField()
-    content = TextField()
-    timestamp = BigIntegerField()
+class Prompt(Base):
+    __tablename__ = "prompt"
 
-    class Meta:
-        database = DB
+    command = Column(String, primary_key=True)
+    user_id = Column(String)
+    title = Column(Text)
+    content = Column(Text)
+    timestamp = Column(BigInteger)
 
 
 class PromptModel(BaseModel):
@@ -34,6 +30,8 @@ class PromptModel(BaseModel):
     content: str
     timestamp: int  # timestamp in epoch
 
+    model_config = ConfigDict(from_attributes=True)
+
 
 ####################
 # Forms
@@ -48,10 +46,6 @@ class PromptForm(BaseModel):
 
 class PromptsTable:
 
-    def __init__(self, db):
-        self.db = db
-        self.db.create_tables([Prompt])
-
     def insert_new_prompt(
         self, user_id: str, form_data: PromptForm
     ) -> Optional[PromptModel]:
@@ -66,53 +60,60 @@ class PromptsTable:
         )
 
         try:
-            result = Prompt.create(**prompt.model_dump())
-            if result:
-                return prompt
-            else:
-                return None
-        except:
+            with get_db() as db:
+
+                result = Prompt(**prompt.dict())
+                db.add(result)
+                db.commit()
+                db.refresh(result)
+                if result:
+                    return PromptModel.model_validate(result)
+                else:
+                    return None
+        except Exception as e:
             return None
 
     def get_prompt_by_command(self, command: str) -> Optional[PromptModel]:
         try:
-            prompt = Prompt.get(Prompt.command == command)
-            return PromptModel(**model_to_dict(prompt))
+            with get_db() as db:
+
+                prompt = db.query(Prompt).filter_by(command=command).first()
+                return PromptModel.model_validate(prompt)
         except:
             return None
 
     def get_prompts(self) -> List[PromptModel]:
-        return [
-            PromptModel(**model_to_dict(prompt))
-            for prompt in Prompt.select()
-            # .limit(limit).offset(skip)
-        ]
+        with get_db() as db:
+
+            return [
+                PromptModel.model_validate(prompt) for prompt in db.query(Prompt).all()
+            ]
 
     def update_prompt_by_command(
         self, command: str, form_data: PromptForm
     ) -> Optional[PromptModel]:
         try:
-            query = Prompt.update(
-                title=form_data.title,
-                content=form_data.content,
-                timestamp=int(time.time()),
-            ).where(Prompt.command == command)
+            with get_db() as db:
 
-            query.execute()
-
-            prompt = Prompt.get(Prompt.command == command)
-            return PromptModel(**model_to_dict(prompt))
+                prompt = db.query(Prompt).filter_by(command=command).first()
+                prompt.title = form_data.title
+                prompt.content = form_data.content
+                prompt.timestamp = int(time.time())
+                db.commit()
+                return PromptModel.model_validate(prompt)
         except:
             return None
 
     def delete_prompt_by_command(self, command: str) -> bool:
         try:
-            query = Prompt.delete().where((Prompt.command == command))
-            query.execute()  # Remove the rows, return number of rows removed.
+            with get_db() as db:
 
-            return True
+                db.query(Prompt).filter_by(command=command).delete()
+                db.commit()
+
+                return True
         except:
             return False
 
 
-Prompts = PromptsTable(DB)
+Prompts = PromptsTable()

backend/apps/webui/models/tags.py

@@ -1,14 +1,14 @@
-from pydantic import BaseModel
-from typing import List, Union, Optional
-from peewee import *
-from playhouse.shortcuts import model_to_dict
+from pydantic import BaseModel, ConfigDict
+from typing import List, Optional
 
 import json
 import uuid
 import time
 import logging
 
-from apps.webui.internal.db import DB
+from sqlalchemy import String, Column, BigInteger, Text
+
+from apps.webui.internal.db import Base, get_db
 
 from config import SRC_LOG_LEVELS
 
@@ -20,25 +20,23 @@ log.setLevel(SRC_LOG_LEVELS["MODELS"])
 ####################
 
 
-class Tag(Model):
-    id = CharField(unique=True)
-    name = CharField()
-    user_id = CharField()
-    data = TextField(null=True)
+class Tag(Base):
+    __tablename__ = "tag"
 
-    class Meta:
-        database = DB
+    id = Column(String, primary_key=True)
+    name = Column(String)
+    user_id = Column(String)
+    data = Column(Text, nullable=True)
 
 
-class ChatIdTag(Model):
-    id = CharField(unique=True)
-    tag_name = CharField()
-    chat_id = CharField()
-    user_id = CharField()
-    timestamp = BigIntegerField()
+class ChatIdTag(Base):
+    __tablename__ = "chatidtag"
 
-    class Meta:
-        database = DB
+    id = Column(String, primary_key=True)
+    tag_name = Column(String)
+    chat_id = Column(String)
+    user_id = Column(String)
+    timestamp = Column(BigInteger)
 
 
 class TagModel(BaseModel):
@@ -47,6 +45,8 @@ class TagModel(BaseModel):
     user_id: str
     data: Optional[str] = None
 
+    model_config = ConfigDict(from_attributes=True)
+
 
 class ChatIdTagModel(BaseModel):
     id: str
@@ -55,6 +55,8 @@ class ChatIdTagModel(BaseModel):
     user_id: str
     timestamp: int
 
+    model_config = ConfigDict(from_attributes=True)
+
 
 ####################
 # Forms
@@ -75,28 +77,31 @@ class ChatTagsResponse(BaseModel):
 
 
 class TagTable:
-    def __init__(self, db):
-        self.db = db
-        db.create_tables([Tag, ChatIdTag])
 
     def insert_new_tag(self, name: str, user_id: str) -> Optional[TagModel]:
-        id = str(uuid.uuid4())
-        tag = TagModel(**{"id": id, "user_id": user_id, "name": name})
-        try:
-            result = Tag.create(**tag.model_dump())
-            if result:
-                return tag
-            else:
+        with get_db() as db:
+
+            id = str(uuid.uuid4())
+            tag = TagModel(**{"id": id, "user_id": user_id, "name": name})
+            try:
+                result = Tag(**tag.model_dump())
+                db.add(result)
+                db.commit()
+                db.refresh(result)
+                if result:
+                    return TagModel.model_validate(result)
+                else:
+                    return None
+            except Exception as e:
                 return None
-        except Exception as e:
-            return None
 
     def get_tag_by_name_and_user_id(
         self, name: str, user_id: str
     ) -> Optional[TagModel]:
         try:
-            tag = Tag.get(Tag.name == name, Tag.user_id == user_id)
-            return TagModel(**model_to_dict(tag))
+            with get_db() as db:
+                tag = db.query(Tag).filter_by(name=name, user_id=user_id).first()
+                return TagModel.model_validate(tag)
         except Exception as e:
             return None
 
@@ -118,82 +123,110 @@ class TagTable:
             }
         )
         try:
-            result = ChatIdTag.create(**chatIdTag.model_dump())
-            if result:
-                return chatIdTag
-            else:
-                return None
+            with get_db() as db:
+                result = ChatIdTag(**chatIdTag.model_dump())
+                db.add(result)
+                db.commit()
+                db.refresh(result)
+                if result:
+                    return ChatIdTagModel.model_validate(result)
+                else:
+                    return None
         except:
             return None
 
     def get_tags_by_user_id(self, user_id: str) -> List[TagModel]:
-        tag_names = [
-            ChatIdTagModel(**model_to_dict(chat_id_tag)).tag_name
-            for chat_id_tag in ChatIdTag.select()
-            .where(ChatIdTag.user_id == user_id)
-            .order_by(ChatIdTag.timestamp.desc())
-        ]
+        with get_db() as db:
+            tag_names = [
+                chat_id_tag.tag_name
+                for chat_id_tag in (
+                    db.query(ChatIdTag)
+                    .filter_by(user_id=user_id)
+                    .order_by(ChatIdTag.timestamp.desc())
+                    .all()
+                )
+            ]
 
-        return [
-            TagModel(**model_to_dict(tag))
-            for tag in Tag.select()
-            .where(Tag.user_id == user_id)
-            .where(Tag.name.in_(tag_names))
-        ]
+            return [
+                TagModel.model_validate(tag)
+                for tag in (
+                    db.query(Tag)
+                    .filter_by(user_id=user_id)
+                    .filter(Tag.name.in_(tag_names))
+                    .all()
+                )
+            ]
 
     def get_tags_by_chat_id_and_user_id(
         self, chat_id: str, user_id: str
     ) -> List[TagModel]:
-        tag_names = [
-            ChatIdTagModel(**model_to_dict(chat_id_tag)).tag_name
-            for chat_id_tag in ChatIdTag.select()
-            .where((ChatIdTag.user_id == user_id) & (ChatIdTag.chat_id == chat_id))
-            .order_by(ChatIdTag.timestamp.desc())
-        ]
+        with get_db() as db:
 
-        return [
-            TagModel(**model_to_dict(tag))
-            for tag in Tag.select()
-            .where(Tag.user_id == user_id)
-            .where(Tag.name.in_(tag_names))
-        ]
+            tag_names = [
+                chat_id_tag.tag_name
+                for chat_id_tag in (
+                    db.query(ChatIdTag)
+                    .filter_by(user_id=user_id, chat_id=chat_id)
+                    .order_by(ChatIdTag.timestamp.desc())
+                    .all()
+                )
+            ]
+
+            return [
+                TagModel.model_validate(tag)
+                for tag in (
+                    db.query(Tag)
+                    .filter_by(user_id=user_id)
+                    .filter(Tag.name.in_(tag_names))
+                    .all()
+                )
+            ]
 
     def get_chat_ids_by_tag_name_and_user_id(
         self, tag_name: str, user_id: str
-    ) -> Optional[ChatIdTagModel]:
-        return [
-            ChatIdTagModel(**model_to_dict(chat_id_tag))
-            for chat_id_tag in ChatIdTag.select()
-            .where((ChatIdTag.user_id == user_id) & (ChatIdTag.tag_name == tag_name))
-            .order_by(ChatIdTag.timestamp.desc())
-        ]
+    ) -> List[ChatIdTagModel]:
+        with get_db() as db:
+
+            return [
+                ChatIdTagModel.model_validate(chat_id_tag)
+                for chat_id_tag in (
+                    db.query(ChatIdTag)
+                    .filter_by(user_id=user_id, tag_name=tag_name)
+                    .order_by(ChatIdTag.timestamp.desc())
+                    .all()
+                )
+            ]
 
     def count_chat_ids_by_tag_name_and_user_id(
         self, tag_name: str, user_id: str
     ) -> int:
-        return (
-            ChatIdTag.select()
-            .where((ChatIdTag.tag_name == tag_name) & (ChatIdTag.user_id == user_id))
-            .count()
-        )
+        with get_db() as db:
+
+            return (
+                db.query(ChatIdTag)
+                .filter_by(tag_name=tag_name, user_id=user_id)
+                .count()
+            )
 
     def delete_tag_by_tag_name_and_user_id(self, tag_name: str, user_id: str) -> bool:
         try:
-            query = ChatIdTag.delete().where(
-                (ChatIdTag.tag_name == tag_name) & (ChatIdTag.user_id == user_id)
-            )
-            res = query.execute()  # Remove the rows, return number of rows removed.
-            log.debug(f"res: {res}")
-
-            tag_count = self.count_chat_ids_by_tag_name_and_user_id(tag_name, user_id)
-            if tag_count == 0:
-                # Remove tag item from Tag col as well
-                query = Tag.delete().where(
-                    (Tag.name == tag_name) & (Tag.user_id == user_id)
+            with get_db() as db:
+                res = (
+                    db.query(ChatIdTag)
+                    .filter_by(tag_name=tag_name, user_id=user_id)
+                    .delete()
                 )
-                query.execute()  # Remove the rows, return number of rows removed.
+                log.debug(f"res: {res}")
+                db.commit()
 
-            return True
+                tag_count = self.count_chat_ids_by_tag_name_and_user_id(
+                    tag_name, user_id
+                )
+                if tag_count == 0:
+                    # Remove tag item from Tag col as well
+                    db.query(Tag).filter_by(name=tag_name, user_id=user_id).delete()
+                    db.commit()
+                return True
         except Exception as e:
             log.error(f"delete_tag: {e}")
             return False
@@ -202,23 +235,25 @@ class TagTable:
         self, tag_name: str, chat_id: str, user_id: str
     ) -> bool:
         try:
-            query = ChatIdTag.delete().where(
-                (ChatIdTag.tag_name == tag_name)
-                & (ChatIdTag.chat_id == chat_id)
-                & (ChatIdTag.user_id == user_id)
-            )
-            res = query.execute()  # Remove the rows, return number of rows removed.
-            log.debug(f"res: {res}")
+            with get_db() as db:
 
-            tag_count = self.count_chat_ids_by_tag_name_and_user_id(tag_name, user_id)
-            if tag_count == 0:
-                # Remove tag item from Tag col as well
-                query = Tag.delete().where(
-                    (Tag.name == tag_name) & (Tag.user_id == user_id)
+                res = (
+                    db.query(ChatIdTag)
+                    .filter_by(tag_name=tag_name, chat_id=chat_id, user_id=user_id)
+                    .delete()
                 )
-                query.execute()  # Remove the rows, return number of rows removed.
+                log.debug(f"res: {res}")
+                db.commit()
 
-            return True
+                tag_count = self.count_chat_ids_by_tag_name_and_user_id(
+                    tag_name, user_id
+                )
+                if tag_count == 0:
+                    # Remove tag item from Tag col as well
+                    db.query(Tag).filter_by(name=tag_name, user_id=user_id).delete()
+                    db.commit()
+
+                return True
         except Exception as e:
             log.error(f"delete_tag: {e}")
             return False
@@ -234,4 +269,4 @@ class TagTable:
         return True
 
 
-Tags = TagTable(DB)
+Tags = TagTable()

backend/apps/webui/models/tools.py

@@ -0,0 +1,213 @@
+from pydantic import BaseModel, ConfigDict
+from typing import List, Optional
+import time
+import logging
+from sqlalchemy import String, Column, BigInteger, Text
+
+from apps.webui.internal.db import Base, JSONField, get_db
+from apps.webui.models.users import Users
+
+import json
+import copy
+
+
+from config import SRC_LOG_LEVELS
+
+log = logging.getLogger(__name__)
+log.setLevel(SRC_LOG_LEVELS["MODELS"])
+
+####################
+# Tools DB Schema
+####################
+
+
+class Tool(Base):
+    __tablename__ = "tool"
+
+    id = Column(String, primary_key=True)
+    user_id = Column(String)
+    name = Column(Text)
+    content = Column(Text)
+    specs = Column(JSONField)
+    meta = Column(JSONField)
+    valves = Column(JSONField)
+    updated_at = Column(BigInteger)
+    created_at = Column(BigInteger)
+
+
+class ToolMeta(BaseModel):
+    description: Optional[str] = None
+    manifest: Optional[dict] = {}
+
+
+class ToolModel(BaseModel):
+    id: str
+    user_id: str
+    name: str
+    content: str
+    specs: List[dict]
+    meta: ToolMeta
+    updated_at: int  # timestamp in epoch
+    created_at: int  # timestamp in epoch
+
+    model_config = ConfigDict(from_attributes=True)
+
+
+####################
+# Forms
+####################
+
+
+class ToolResponse(BaseModel):
+    id: str
+    user_id: str
+    name: str
+    meta: ToolMeta
+    updated_at: int  # timestamp in epoch
+    created_at: int  # timestamp in epoch
+
+
+class ToolForm(BaseModel):
+    id: str
+    name: str
+    content: str
+    meta: ToolMeta
+
+
+class ToolValves(BaseModel):
+    valves: Optional[dict] = None
+
+
+class ToolsTable:
+
+    def insert_new_tool(
+        self, user_id: str, form_data: ToolForm, specs: List[dict]
+    ) -> Optional[ToolModel]:
+
+        with get_db() as db:
+
+            tool = ToolModel(
+                **{
+                    **form_data.model_dump(),
+                    "specs": specs,
+                    "user_id": user_id,
+                    "updated_at": int(time.time()),
+                    "created_at": int(time.time()),
+                }
+            )
+
+            try:
+                result = Tool(**tool.model_dump())
+                db.add(result)
+                db.commit()
+                db.refresh(result)
+                if result:
+                    return ToolModel.model_validate(result)
+                else:
+                    return None
+            except Exception as e:
+                print(f"Error creating tool: {e}")
+                return None
+
+    def get_tool_by_id(self, id: str) -> Optional[ToolModel]:
+        try:
+            with get_db() as db:
+
+                tool = db.get(Tool, id)
+                return ToolModel.model_validate(tool)
+        except:
+            return None
+
+    def get_tools(self) -> List[ToolModel]:
+        with get_db() as db:
+            return [ToolModel.model_validate(tool) for tool in db.query(Tool).all()]
+
+    def get_tool_valves_by_id(self, id: str) -> Optional[dict]:
+        try:
+            with get_db() as db:
+
+                tool = db.get(Tool, id)
+                return tool.valves if tool.valves else {}
+        except Exception as e:
+            print(f"An error occurred: {e}")
+            return None
+
+    def update_tool_valves_by_id(self, id: str, valves: dict) -> Optional[ToolValves]:
+        try:
+            with get_db() as db:
+
+                db.query(Tool).filter_by(id=id).update(
+                    {"valves": valves, "updated_at": int(time.time())}
+                )
+                db.commit()
+                return self.get_tool_by_id(id)
+        except:
+            return None
+
+    def get_user_valves_by_id_and_user_id(
+        self, id: str, user_id: str
+    ) -> Optional[dict]:
+        try:
+            user = Users.get_user_by_id(user_id)
+            user_settings = user.settings.model_dump() if user.settings else {}
+
+            # Check if user has "tools" and "valves" settings
+            if "tools" not in user_settings:
+                user_settings["tools"] = {}
+            if "valves" not in user_settings["tools"]:
+                user_settings["tools"]["valves"] = {}
+
+            return user_settings["tools"]["valves"].get(id, {})
+        except Exception as e:
+            print(f"An error occurred: {e}")
+            return None
+
+    def update_user_valves_by_id_and_user_id(
+        self, id: str, user_id: str, valves: dict
+    ) -> Optional[dict]:
+        try:
+            user = Users.get_user_by_id(user_id)
+            user_settings = user.settings.model_dump() if user.settings else {}
+
+            # Check if user has "tools" and "valves" settings
+            if "tools" not in user_settings:
+                user_settings["tools"] = {}
+            if "valves" not in user_settings["tools"]:
+                user_settings["tools"]["valves"] = {}
+
+            user_settings["tools"]["valves"][id] = valves
+
+            # Update the user settings in the database
+            Users.update_user_by_id(user_id, {"settings": user_settings})
+
+            return user_settings["tools"]["valves"][id]
+        except Exception as e:
+            print(f"An error occurred: {e}")
+            return None
+
+    def update_tool_by_id(self, id: str, updated: dict) -> Optional[ToolModel]:
+        try:
+            with get_db() as db:
+                db.query(Tool).filter_by(id=id).update(
+                    {**updated, "updated_at": int(time.time())}
+                )
+                db.commit()
+
+                tool = db.query(Tool).get(id)
+                db.refresh(tool)
+                return ToolModel.model_validate(tool)
+        except:
+            return None
+
+    def delete_tool_by_id(self, id: str) -> bool:
+        try:
+            with get_db() as db:
+                db.query(Tool).filter_by(id=id).delete()
+                db.commit()
+
+                return True
+        except:
+            return False
+
+
+Tools = ToolsTable()

backend/apps/webui/models/users.py

@@ -1,11 +1,12 @@
-from pydantic import BaseModel, ConfigDict
-from peewee import *
-from playhouse.shortcuts import model_to_dict
+from pydantic import BaseModel, ConfigDict, parse_obj_as
 from typing import List, Union, Optional
 import time
+
+from sqlalchemy import String, Column, BigInteger, Text
+
 from utils.misc import get_gravatar_url
 
-from apps.webui.internal.db import DB, JSONField
+from apps.webui.internal.db import Base, JSONField, Session, get_db
 from apps.webui.models.chats import Chats
 
 ####################
@@ -13,22 +14,24 @@ from apps.webui.models.chats import Chats
 ####################
 
 
-class User(Model):
-    id = CharField(unique=True)
-    name = CharField()
-    email = CharField()
-    role = CharField()
-    profile_image_url = TextField()
+class User(Base):
+    __tablename__ = "user"
 
-    last_active_at = BigIntegerField()
-    updated_at = BigIntegerField()
-    created_at = BigIntegerField()
+    id = Column(String, primary_key=True)
+    name = Column(String)
+    email = Column(String)
+    role = Column(String)
+    profile_image_url = Column(Text)
 
-    api_key = CharField(null=True, unique=True)
-    settings = JSONField(null=True)
+    last_active_at = Column(BigInteger)
+    updated_at = Column(BigInteger)
+    created_at = Column(BigInteger)
 
-    class Meta:
-        database = DB
+    api_key = Column(String, nullable=True, unique=True)
+    settings = Column(JSONField, nullable=True)
+    info = Column(JSONField, nullable=True)
+
+    oauth_sub = Column(Text, unique=True)
 
 
 class UserSettings(BaseModel):
@@ -50,6 +53,11 @@ class UserModel(BaseModel):
 
     api_key: Optional[str] = None
     settings: Optional[UserSettings] = None
+    info: Optional[dict] = None
+
+    oauth_sub: Optional[str] = None
+
+    model_config = ConfigDict(from_attributes=True)
 
 
 ####################
@@ -70,9 +78,6 @@ class UserUpdateForm(BaseModel):
 
 
 class UsersTable:
-    def __init__(self, db):
-        self.db = db
-        self.db.create_tables([User])
 
     def insert_new_user(
         self,
@@ -81,70 +86,94 @@ class UsersTable:
         email: str,
         profile_image_url: str = "/user.png",
         role: str = "pending",
+        oauth_sub: Optional[str] = None,
     ) -> Optional[UserModel]:
-        user = UserModel(
-            **{
-                "id": id,
-                "name": name,
-                "email": email,
-                "role": role,
-                "profile_image_url": profile_image_url,
-                "last_active_at": int(time.time()),
-                "created_at": int(time.time()),
-                "updated_at": int(time.time()),
-            }
-        )
-        result = User.create(**user.model_dump())
-        if result:
-            return user
-        else:
-            return None
+        with get_db() as db:
+            user = UserModel(
+                **{
+                    "id": id,
+                    "name": name,
+                    "email": email,
+                    "role": role,
+                    "profile_image_url": profile_image_url,
+                    "last_active_at": int(time.time()),
+                    "created_at": int(time.time()),
+                    "updated_at": int(time.time()),
+                    "oauth_sub": oauth_sub,
+                }
+            )
+            result = User(**user.model_dump())
+            db.add(result)
+            db.commit()
+            db.refresh(result)
+            if result:
+                return user
+            else:
+                return None
 
     def get_user_by_id(self, id: str) -> Optional[UserModel]:
         try:
-            user = User.get(User.id == id)
-            return UserModel(**model_to_dict(user))
-        except:
+            with get_db() as db:
+                user = db.query(User).filter_by(id=id).first()
+                return UserModel.model_validate(user)
+        except Exception as e:
             return None
 
     def get_user_by_api_key(self, api_key: str) -> Optional[UserModel]:
         try:
-            user = User.get(User.api_key == api_key)
-            return UserModel(**model_to_dict(user))
+            with get_db() as db:
+
+                user = db.query(User).filter_by(api_key=api_key).first()
+                return UserModel.model_validate(user)
         except:
             return None
 
     def get_user_by_email(self, email: str) -> Optional[UserModel]:
         try:
-            user = User.get(User.email == email)
-            return UserModel(**model_to_dict(user))
+            with get_db() as db:
+
+                user = db.query(User).filter_by(email=email).first()
+                return UserModel.model_validate(user)
+        except:
+            return None
+
+    def get_user_by_oauth_sub(self, sub: str) -> Optional[UserModel]:
+        try:
+            with get_db() as db:
+
+                user = db.query(User).filter_by(oauth_sub=sub).first()
+                return UserModel.model_validate(user)
         except:
             return None
 
     def get_users(self, skip: int = 0, limit: int = 50) -> List[UserModel]:
-        return [
-            UserModel(**model_to_dict(user))
-            for user in User.select()
-            # .limit(limit).offset(skip)
-        ]
+        with get_db() as db:
+            users = (
+                db.query(User)
+                # .offset(skip).limit(limit)
+                .all()
+            )
+            return [UserModel.model_validate(user) for user in users]
 
     def get_num_users(self) -> Optional[int]:
-        return User.select().count()
+        with get_db() as db:
+            return db.query(User).count()
 
     def get_first_user(self) -> UserModel:
         try:
-            user = User.select().order_by(User.created_at).first()
-            return UserModel(**model_to_dict(user))
+            with get_db() as db:
+                user = db.query(User).order_by(User.created_at).first()
+                return UserModel.model_validate(user)
         except:
             return None
 
     def update_user_role_by_id(self, id: str, role: str) -> Optional[UserModel]:
         try:
-            query = User.update(role=role).where(User.id == id)
-            query.execute()
-
-            user = User.get(User.id == id)
-            return UserModel(**model_to_dict(user))
+            with get_db() as db:
+                db.query(User).filter_by(id=id).update({"role": role})
+                db.commit()
+                user = db.query(User).filter_by(id=id).first()
+                return UserModel.model_validate(user)
         except:
             return None
 
@@ -152,34 +181,54 @@ class UsersTable:
         self, id: str, profile_image_url: str
     ) -> Optional[UserModel]:
         try:
-            query = User.update(profile_image_url=profile_image_url).where(
-                User.id == id
-            )
-            query.execute()
+            with get_db() as db:
+                db.query(User).filter_by(id=id).update(
+                    {"profile_image_url": profile_image_url}
+                )
+                db.commit()
 
-            user = User.get(User.id == id)
-            return UserModel(**model_to_dict(user))
+                user = db.query(User).filter_by(id=id).first()
+                return UserModel.model_validate(user)
         except:
             return None
 
     def update_user_last_active_by_id(self, id: str) -> Optional[UserModel]:
         try:
-            query = User.update(last_active_at=int(time.time())).where(User.id == id)
-            query.execute()
+            with get_db() as db:
 
-            user = User.get(User.id == id)
-            return UserModel(**model_to_dict(user))
+                db.query(User).filter_by(id=id).update(
+                    {"last_active_at": int(time.time())}
+                )
+                db.commit()
+
+                user = db.query(User).filter_by(id=id).first()
+                return UserModel.model_validate(user)
+        except:
+            return None
+
+    def update_user_oauth_sub_by_id(
+        self, id: str, oauth_sub: str
+    ) -> Optional[UserModel]:
+        try:
+            with get_db() as db:
+                db.query(User).filter_by(id=id).update({"oauth_sub": oauth_sub})
+                db.commit()
+
+                user = db.query(User).filter_by(id=id).first()
+                return UserModel.model_validate(user)
         except:
             return None
 
     def update_user_by_id(self, id: str, updated: dict) -> Optional[UserModel]:
         try:
-            query = User.update(**updated).where(User.id == id)
-            query.execute()
+            with get_db() as db:
+                db.query(User).filter_by(id=id).update(updated)
+                db.commit()
 
-            user = User.get(User.id == id)
-            return UserModel(**model_to_dict(user))
-        except:
+                user = db.query(User).filter_by(id=id).first()
+                return UserModel.model_validate(user)
+                # return UserModel(**user.dict())
+        except Exception as e:
             return None
 
     def delete_user_by_id(self, id: str) -> bool:
@@ -188,9 +237,10 @@ class UsersTable:
             result = Chats.delete_chats_by_user_id(id)
 
             if result:
-                # Delete User
-                query = User.delete().where(User.id == id)
-                query.execute()  # Remove the rows, return number of rows removed.
+                with get_db() as db:
+                    # Delete User
+                    db.query(User).filter_by(id=id).delete()
+                    db.commit()
 
                 return True
             else:
@@ -200,19 +250,20 @@ class UsersTable:
 
     def update_user_api_key_by_id(self, id: str, api_key: str) -> str:
         try:
-            query = User.update(api_key=api_key).where(User.id == id)
-            result = query.execute()
-
-            return True if result == 1 else False
+            with get_db() as db:
+                result = db.query(User).filter_by(id=id).update({"api_key": api_key})
+                db.commit()
+                return True if result == 1 else False
         except:
             return False
 
     def get_user_api_key_by_id(self, id: str) -> Optional[str]:
         try:
-            user = User.get(User.id == id)
-            return user.api_key
-        except:
+            with get_db() as db:
+                user = db.query(User).filter_by(id=id).first()
+                return user.api_key
+        except Exception as e:
             return None
 
 
-Users = UsersTable(DB)
+Users = UsersTable()

backend/apps/webui/routers/auths.py

@@ -2,6 +2,7 @@ import logging
 
 from fastapi import Request, UploadFile, File
 from fastapi import Depends, HTTPException, status
+from fastapi.responses import Response
 
 from fastapi import APIRouter
 from pydantic import BaseModel
@@ -9,7 +10,6 @@ import re
 import uuid
 import csv
 
-
 from apps.webui.models.auths import (
     SigninForm,
     SignupForm,
@@ -33,7 +33,11 @@ from utils.utils import (
 from utils.misc import parse_duration, validate_email_format
 from utils.webhook import post_webhook
 from constants import ERROR_MESSAGES, WEBHOOK_MESSAGES
-from config import WEBUI_AUTH, WEBUI_AUTH_TRUSTED_EMAIL_HEADER
+from config import (
+    WEBUI_AUTH,
+    WEBUI_AUTH_TRUSTED_EMAIL_HEADER,
+    WEBUI_AUTH_TRUSTED_NAME_HEADER,
+)
 
 router = APIRouter()
 
@@ -43,7 +47,21 @@ router = APIRouter()
 
 
 @router.get("/", response_model=UserResponse)
-async def get_session_user(user=Depends(get_current_user)):
+async def get_session_user(
+    request: Request, response: Response, user=Depends(get_current_user)
+):
+    token = create_token(
+        data={"id": user.id},
+        expires_delta=parse_duration(request.app.state.config.JWT_EXPIRES_IN),
+    )
+
+    # Set the cookie token
+    response.set_cookie(
+        key="token",
+        value=token,
+        httponly=True,  # Ensures the cookie is not accessible via JavaScript
+    )
+
     return {
         "id": user.id,
         "email": user.email,
@@ -104,17 +122,23 @@ async def update_password(
 
 
 @router.post("/signin", response_model=SigninResponse)
-async def signin(request: Request, form_data: SigninForm):
+async def signin(request: Request, response: Response, form_data: SigninForm):
     if WEBUI_AUTH_TRUSTED_EMAIL_HEADER:
         if WEBUI_AUTH_TRUSTED_EMAIL_HEADER not in request.headers:
             raise HTTPException(400, detail=ERROR_MESSAGES.INVALID_TRUSTED_HEADER)
 
         trusted_email = request.headers[WEBUI_AUTH_TRUSTED_EMAIL_HEADER].lower()
+        trusted_name = trusted_email
+        if WEBUI_AUTH_TRUSTED_NAME_HEADER:
+            trusted_name = request.headers.get(
+                WEBUI_AUTH_TRUSTED_NAME_HEADER, trusted_email
+            )
         if not Users.get_user_by_email(trusted_email.lower()):
             await signup(
                 request,
+                response,
                 SignupForm(
-                    email=trusted_email, password=str(uuid.uuid4()), name=trusted_email
+                    email=trusted_email, password=str(uuid.uuid4()), name=trusted_name
                 ),
             )
         user = Auths.authenticate_user_by_trusted_header(trusted_email)
@@ -130,6 +154,7 @@ async def signin(request: Request, form_data: SigninForm):
 
             await signup(
                 request,
+                response,
                 SignupForm(email=admin_email, password=admin_password, name="User"),
             )
 
@@ -143,6 +168,13 @@ async def signin(request: Request, form_data: SigninForm):
             expires_delta=parse_duration(request.app.state.config.JWT_EXPIRES_IN),
         )
 
+        # Set the cookie token
+        response.set_cookie(
+            key="token",
+            value=token,
+            httponly=True,  # Ensures the cookie is not accessible via JavaScript
+        )
+
         return {
             "token": token,
             "token_type": "Bearer",
@@ -162,7 +194,7 @@ async def signin(request: Request, form_data: SigninForm):
 
 
 @router.post("/signup", response_model=SigninResponse)
-async def signup(request: Request, form_data: SignupForm):
+async def signup(request: Request, response: Response, form_data: SignupForm):
     if not request.app.state.config.ENABLE_SIGNUP and WEBUI_AUTH:
         raise HTTPException(
             status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.ACCESS_PROHIBITED
@@ -198,6 +230,13 @@ async def signup(request: Request, form_data: SignupForm):
             )
             # response.set_cookie(key='token', value=token, httponly=True)
 
+            # Set the cookie token
+            response.set_cookie(
+                key="token",
+                value=token,
+                httponly=True,  # Ensures the cookie is not accessible via JavaScript
+            )
+
             if request.app.state.config.WEBHOOK_URL:
                 post_webhook(
                     request.app.state.config.WEBHOOK_URL,
@@ -269,73 +308,88 @@ async def add_user(form_data: AddUserForm, user=Depends(get_admin_user)):
         raise HTTPException(500, detail=ERROR_MESSAGES.DEFAULT(err))
 
 
+############################
+# GetAdminDetails
+############################
+
+
+@router.get("/admin/details")
+async def get_admin_details(request: Request, user=Depends(get_current_user)):
+    if request.app.state.config.SHOW_ADMIN_DETAILS:
+        admin_email = request.app.state.config.ADMIN_EMAIL
+        admin_name = None
+
+        print(admin_email, admin_name)
+
+        if admin_email:
+            admin = Users.get_user_by_email(admin_email)
+            if admin:
+                admin_name = admin.name
+        else:
+            admin = Users.get_first_user()
+            if admin:
+                admin_email = admin.email
+                admin_name = admin.name
+
+        return {
+            "name": admin_name,
+            "email": admin_email,
+        }
+    else:
+        raise HTTPException(400, detail=ERROR_MESSAGES.ACTION_PROHIBITED)
+
+
 ############################
 # ToggleSignUp
 ############################
 
 
-@router.get("/signup/enabled", response_model=bool)
-async def get_sign_up_status(request: Request, user=Depends(get_admin_user)):
-    return request.app.state.config.ENABLE_SIGNUP
+@router.get("/admin/config")
+async def get_admin_config(request: Request, user=Depends(get_admin_user)):
+    return {
+        "SHOW_ADMIN_DETAILS": request.app.state.config.SHOW_ADMIN_DETAILS,
+        "ENABLE_SIGNUP": request.app.state.config.ENABLE_SIGNUP,
+        "DEFAULT_USER_ROLE": request.app.state.config.DEFAULT_USER_ROLE,
+        "JWT_EXPIRES_IN": request.app.state.config.JWT_EXPIRES_IN,
+        "ENABLE_COMMUNITY_SHARING": request.app.state.config.ENABLE_COMMUNITY_SHARING,
+    }
 
 
-@router.get("/signup/enabled/toggle", response_model=bool)
-async def toggle_sign_up(request: Request, user=Depends(get_admin_user)):
-    request.app.state.config.ENABLE_SIGNUP = not request.app.state.config.ENABLE_SIGNUP
-    return request.app.state.config.ENABLE_SIGNUP
+class AdminConfig(BaseModel):
+    SHOW_ADMIN_DETAILS: bool
+    ENABLE_SIGNUP: bool
+    DEFAULT_USER_ROLE: str
+    JWT_EXPIRES_IN: str
+    ENABLE_COMMUNITY_SHARING: bool
 
 
-############################
-# Default User Role
-############################
-
-
-@router.get("/signup/user/role")
-async def get_default_user_role(request: Request, user=Depends(get_admin_user)):
-    return request.app.state.config.DEFAULT_USER_ROLE
-
-
-class UpdateRoleForm(BaseModel):
-    role: str
-
-
-@router.post("/signup/user/role")
-async def update_default_user_role(
-    request: Request, form_data: UpdateRoleForm, user=Depends(get_admin_user)
+@router.post("/admin/config")
+async def update_admin_config(
+    request: Request, form_data: AdminConfig, user=Depends(get_admin_user)
 ):
-    if form_data.role in ["pending", "user", "admin"]:
-        request.app.state.config.DEFAULT_USER_ROLE = form_data.role
-    return request.app.state.config.DEFAULT_USER_ROLE
+    request.app.state.config.SHOW_ADMIN_DETAILS = form_data.SHOW_ADMIN_DETAILS
+    request.app.state.config.ENABLE_SIGNUP = form_data.ENABLE_SIGNUP
 
+    if form_data.DEFAULT_USER_ROLE in ["pending", "user", "admin"]:
+        request.app.state.config.DEFAULT_USER_ROLE = form_data.DEFAULT_USER_ROLE
 
-############################
-# JWT Expiration
-############################
-
-
-@router.get("/token/expires")
-async def get_token_expires_duration(request: Request, user=Depends(get_admin_user)):
-    return request.app.state.config.JWT_EXPIRES_IN
-
-
-class UpdateJWTExpiresDurationForm(BaseModel):
-    duration: str
-
-
-@router.post("/token/expires/update")
-async def update_token_expires_duration(
-    request: Request,
-    form_data: UpdateJWTExpiresDurationForm,
-    user=Depends(get_admin_user),
-):
     pattern = r"^(-1|0|(-?\d+(\.\d+)?)(ms|s|m|h|d|w))$"
 
     # Check if the input string matches the pattern
-    if re.match(pattern, form_data.duration):
-        request.app.state.config.JWT_EXPIRES_IN = form_data.duration
-        return request.app.state.config.JWT_EXPIRES_IN
-    else:
-        return request.app.state.config.JWT_EXPIRES_IN
+    if re.match(pattern, form_data.JWT_EXPIRES_IN):
+        request.app.state.config.JWT_EXPIRES_IN = form_data.JWT_EXPIRES_IN
+
+    request.app.state.config.ENABLE_COMMUNITY_SHARING = (
+        form_data.ENABLE_COMMUNITY_SHARING
+    )
+
+    return {
+        "SHOW_ADMIN_DETAILS": request.app.state.config.SHOW_ADMIN_DETAILS,
+        "ENABLE_SIGNUP": request.app.state.config.ENABLE_SIGNUP,
+        "DEFAULT_USER_ROLE": request.app.state.config.DEFAULT_USER_ROLE,
+        "JWT_EXPIRES_IN": request.app.state.config.JWT_EXPIRES_IN,
+        "ENABLE_COMMUNITY_SHARING": request.app.state.config.ENABLE_COMMUNITY_SHARING,
+    }
 
 
 ############################

backend/apps/webui/routers/chats.py

@@ -1,7 +1,7 @@
 from fastapi import Depends, Request, HTTPException, status
 from datetime import datetime, timedelta
 from typing import List, Union, Optional
-from utils.utils import get_current_user, get_admin_user
+from utils.utils import get_verified_user, get_admin_user
 from fastapi import APIRouter
 from pydantic import BaseModel
 import json
@@ -43,7 +43,7 @@ router = APIRouter()
 @router.get("/", response_model=List[ChatTitleIdResponse])
 @router.get("/list", response_model=List[ChatTitleIdResponse])
 async def get_session_user_chat_list(
-    user=Depends(get_current_user), skip: int = 0, limit: int = 50
+    user=Depends(get_verified_user), skip: int = 0, limit: int = 50
 ):
     return Chats.get_chat_list_by_user_id(user.id, skip, limit)
 
@@ -54,7 +54,7 @@ async def get_session_user_chat_list(
 
 
 @router.delete("/", response_model=bool)
-async def delete_all_user_chats(request: Request, user=Depends(get_current_user)):
+async def delete_all_user_chats(request: Request, user=Depends(get_verified_user)):
 
     if (
         user.role == "user"
@@ -76,7 +76,10 @@ async def delete_all_user_chats(request: Request, user=Depends(get_current_user)
 
 @router.get("/list/user/{user_id}", response_model=List[ChatTitleIdResponse])
 async def get_user_chat_list_by_user_id(
-    user_id: str, user=Depends(get_admin_user), skip: int = 0, limit: int = 50
+    user_id: str,
+    user=Depends(get_admin_user),
+    skip: int = 0,
+    limit: int = 50,
 ):
     return Chats.get_chat_list_by_user_id(
         user_id, include_archived=True, skip=skip, limit=limit
@@ -89,7 +92,7 @@ async def get_user_chat_list_by_user_id(
 
 
 @router.post("/new", response_model=Optional[ChatResponse])
-async def create_new_chat(form_data: ChatForm, user=Depends(get_current_user)):
+async def create_new_chat(form_data: ChatForm, user=Depends(get_verified_user)):
     try:
         chat = Chats.insert_new_chat(user.id, form_data)
         return ChatResponse(**{**chat.model_dump(), "chat": json.loads(chat.chat)})
@@ -106,13 +109,26 @@ async def create_new_chat(form_data: ChatForm, user=Depends(get_current_user)):
 
 
 @router.get("/all", response_model=List[ChatResponse])
-async def get_user_chats(user=Depends(get_current_user)):
+async def get_user_chats(user=Depends(get_verified_user)):
     return [
         ChatResponse(**{**chat.model_dump(), "chat": json.loads(chat.chat)})
         for chat in Chats.get_chats_by_user_id(user.id)
     ]
 
 
+############################
+# GetArchivedChats
+############################
+
+
+@router.get("/all/archived", response_model=List[ChatResponse])
+async def get_user_archived_chats(user=Depends(get_verified_user)):
+    return [
+        ChatResponse(**{**chat.model_dump(), "chat": json.loads(chat.chat)})
+        for chat in Chats.get_archived_chats_by_user_id(user.id)
+    ]
+
+
 ############################
 # GetAllChatsInDB
 ############################
@@ -138,7 +154,7 @@ async def get_all_user_chats_in_db(user=Depends(get_admin_user)):
 
 @router.get("/archived", response_model=List[ChatTitleIdResponse])
 async def get_archived_session_user_chat_list(
-    user=Depends(get_current_user), skip: int = 0, limit: int = 50
+    user=Depends(get_verified_user), skip: int = 0, limit: int = 50
 ):
     return Chats.get_archived_chat_list_by_user_id(user.id, skip, limit)
 
@@ -148,8 +164,8 @@ async def get_archived_session_user_chat_list(
 ############################
 
 
-@router.post("/archive/all", response_model=List[ChatTitleIdResponse])
-async def archive_all_chats(user=Depends(get_current_user)):
+@router.post("/archive/all", response_model=bool)
+async def archive_all_chats(user=Depends(get_verified_user)):
     return Chats.archive_all_chats_by_user_id(user.id)
 
 
@@ -159,7 +175,7 @@ async def archive_all_chats(user=Depends(get_current_user)):
 
 
 @router.get("/share/{share_id}", response_model=Optional[ChatResponse])
-async def get_shared_chat_by_id(share_id: str, user=Depends(get_current_user)):
+async def get_shared_chat_by_id(share_id: str, user=Depends(get_verified_user)):
     if user.role == "pending":
         raise HTTPException(
             status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.NOT_FOUND
@@ -191,10 +207,9 @@ class TagNameForm(BaseModel):
 
 @router.post("/tags", response_model=List[ChatTitleIdResponse])
 async def get_user_chat_list_by_tag_name(
-    form_data: TagNameForm, user=Depends(get_current_user)
+    form_data: TagNameForm, user=Depends(get_verified_user)
 ):
 
-    print(form_data)
     chat_ids = [
         chat_id_tag.chat_id
         for chat_id_tag in Tags.get_chat_ids_by_tag_name_and_user_id(
@@ -216,7 +231,7 @@ async def get_user_chat_list_by_tag_name(
 
 
 @router.get("/tags/all", response_model=List[TagModel])
-async def get_all_tags(user=Depends(get_current_user)):
+async def get_all_tags(user=Depends(get_verified_user)):
     try:
         tags = Tags.get_tags_by_user_id(user.id)
         return tags
@@ -233,7 +248,7 @@ async def get_all_tags(user=Depends(get_current_user)):
 
 
 @router.get("/{id}", response_model=Optional[ChatResponse])
-async def get_chat_by_id(id: str, user=Depends(get_current_user)):
+async def get_chat_by_id(id: str, user=Depends(get_verified_user)):
     chat = Chats.get_chat_by_id_and_user_id(id, user.id)
 
     if chat:
@@ -251,7 +266,7 @@ async def get_chat_by_id(id: str, user=Depends(get_current_user)):
 
 @router.post("/{id}", response_model=Optional[ChatResponse])
 async def update_chat_by_id(
-    id: str, form_data: ChatForm, user=Depends(get_current_user)
+    id: str, form_data: ChatForm, user=Depends(get_verified_user)
 ):
     chat = Chats.get_chat_by_id_and_user_id(id, user.id)
     if chat:
@@ -272,7 +287,7 @@ async def update_chat_by_id(
 
 
 @router.delete("/{id}", response_model=bool)
-async def delete_chat_by_id(request: Request, id: str, user=Depends(get_current_user)):
+async def delete_chat_by_id(request: Request, id: str, user=Depends(get_verified_user)):
 
     if user.role == "admin":
         result = Chats.delete_chat_by_id(id)
@@ -294,7 +309,7 @@ async def delete_chat_by_id(request: Request, id: str, user=Depends(get_current_
 
 
 @router.get("/{id}/clone", response_model=Optional[ChatResponse])
-async def clone_chat_by_id(id: str, user=Depends(get_current_user)):
+async def clone_chat_by_id(id: str, user=Depends(get_verified_user)):
     chat = Chats.get_chat_by_id_and_user_id(id, user.id)
     if chat:
 
@@ -320,7 +335,7 @@ async def clone_chat_by_id(id: str, user=Depends(get_current_user)):
 
 
 @router.get("/{id}/archive", response_model=Optional[ChatResponse])
-async def archive_chat_by_id(id: str, user=Depends(get_current_user)):
+async def archive_chat_by_id(id: str, user=Depends(get_verified_user)):
     chat = Chats.get_chat_by_id_and_user_id(id, user.id)
     if chat:
         chat = Chats.toggle_chat_archive_by_id(id)
@@ -337,7 +352,7 @@ async def archive_chat_by_id(id: str, user=Depends(get_current_user)):
 
 
 @router.post("/{id}/share", response_model=Optional[ChatResponse])
-async def share_chat_by_id(id: str, user=Depends(get_current_user)):
+async def share_chat_by_id(id: str, user=Depends(get_verified_user)):
     chat = Chats.get_chat_by_id_and_user_id(id, user.id)
     if chat:
         if chat.share_id:
@@ -369,7 +384,7 @@ async def share_chat_by_id(id: str, user=Depends(get_current_user)):
 
 
 @router.delete("/{id}/share", response_model=Optional[bool])
-async def delete_shared_chat_by_id(id: str, user=Depends(get_current_user)):
+async def delete_shared_chat_by_id(id: str, user=Depends(get_verified_user)):
     chat = Chats.get_chat_by_id_and_user_id(id, user.id)
     if chat:
         if not chat.share_id:
@@ -392,7 +407,7 @@ async def delete_shared_chat_by_id(id: str, user=Depends(get_current_user)):
 
 
 @router.get("/{id}/tags", response_model=List[TagModel])
-async def get_chat_tags_by_id(id: str, user=Depends(get_current_user)):
+async def get_chat_tags_by_id(id: str, user=Depends(get_verified_user)):
     tags = Tags.get_tags_by_chat_id_and_user_id(id, user.id)
 
     if tags != None:
@@ -410,7 +425,7 @@ async def get_chat_tags_by_id(id: str, user=Depends(get_current_user)):
 
 @router.post("/{id}/tags", response_model=Optional[ChatIdTagModel])
 async def add_chat_tag_by_id(
-    id: str, form_data: ChatIdTagForm, user=Depends(get_current_user)
+    id: str, form_data: ChatIdTagForm, user=Depends(get_verified_user)
 ):
     tags = Tags.get_tags_by_chat_id_and_user_id(id, user.id)
 
@@ -437,7 +452,7 @@ async def add_chat_tag_by_id(
 
 @router.delete("/{id}/tags", response_model=Optional[bool])
 async def delete_chat_tag_by_id(
-    id: str, form_data: ChatIdTagForm, user=Depends(get_current_user)
+    id: str, form_data: ChatIdTagForm, user=Depends(get_verified_user)
 ):
     result = Tags.delete_tag_by_tag_name_and_chat_id_and_user_id(
         form_data.tag_name, id, user.id
@@ -457,7 +472,7 @@ async def delete_chat_tag_by_id(
 
 
 @router.delete("/{id}/tags/all", response_model=Optional[bool])
-async def delete_all_chat_tags_by_id(id: str, user=Depends(get_current_user)):
+async def delete_all_chat_tags_by_id(id: str, user=Depends(get_verified_user)):
     result = Tags.delete_tags_by_chat_id_and_user_id(id, user.id)
 
     if result:

backend/apps/webui/routers/configs.py

@@ -14,7 +14,7 @@ from apps.webui.models.users import Users
 
 from utils.utils import (
     get_password_hash,
-    get_current_user,
+    get_verified_user,
     get_admin_user,
     create_token,
 )
@@ -84,6 +84,6 @@ async def set_banners(
 @router.get("/banners", response_model=List[BannerModel])
 async def get_banners(
     request: Request,
-    user=Depends(get_current_user),
+    user=Depends(get_verified_user),
 ):
     return request.app.state.config.BANNERS

backend/apps/webui/routers/documents.py

@@ -14,7 +14,7 @@ from apps.webui.models.documents import (
     DocumentResponse,
 )
 
-from utils.utils import get_current_user, get_admin_user
+from utils.utils import get_verified_user, get_admin_user
 from constants import ERROR_MESSAGES
 
 router = APIRouter()
@@ -25,7 +25,7 @@ router = APIRouter()
 
 
 @router.get("/", response_model=List[DocumentResponse])
-async def get_documents(user=Depends(get_current_user)):
+async def get_documents(user=Depends(get_verified_user)):
     docs = [
         DocumentResponse(
             **{
@@ -73,8 +73,8 @@ async def create_new_doc(form_data: DocumentForm, user=Depends(get_admin_user)):
 ############################
 
 
-@router.get("/name/{name}", response_model=Optional[DocumentResponse])
-async def get_doc_by_name(name: str, user=Depends(get_current_user)):
+@router.get("/doc", response_model=Optional[DocumentResponse])
+async def get_doc_by_name(name: str, user=Depends(get_verified_user)):
     doc = Documents.get_doc_by_name(name)
 
     if doc:
@@ -105,8 +105,8 @@ class TagDocumentForm(BaseModel):
     tags: List[dict]
 
 
-@router.post("/name/{name}/tags", response_model=Optional[DocumentResponse])
-async def tag_doc_by_name(form_data: TagDocumentForm, user=Depends(get_current_user)):
+@router.post("/doc/tags", response_model=Optional[DocumentResponse])
+async def tag_doc_by_name(form_data: TagDocumentForm, user=Depends(get_verified_user)):
     doc = Documents.update_doc_content_by_name(form_data.name, {"tags": form_data.tags})
 
     if doc:
@@ -128,9 +128,11 @@ async def tag_doc_by_name(form_data: TagDocumentForm, user=Depends(get_current_u
 ############################
 
 
-@router.post("/name/{name}/update", response_model=Optional[DocumentResponse])
+@router.post("/doc/update", response_model=Optional[DocumentResponse])
 async def update_doc_by_name(
-    name: str, form_data: DocumentUpdateForm, user=Depends(get_admin_user)
+    name: str,
+    form_data: DocumentUpdateForm,
+    user=Depends(get_admin_user),
 ):
     doc = Documents.update_doc_by_name(name, form_data)
     if doc:
@@ -152,7 +154,7 @@ async def update_doc_by_name(
 ############################
 
 
-@router.delete("/name/{name}/delete", response_model=bool)
+@router.delete("/doc/delete", response_model=bool)
 async def delete_doc_by_name(name: str, user=Depends(get_admin_user)):
     result = Documents.delete_doc_by_name(name)
     return result

backend/apps/webui/routers/files.py

@@ -0,0 +1,241 @@
+from fastapi import (
+    Depends,
+    FastAPI,
+    HTTPException,
+    status,
+    Request,
+    UploadFile,
+    File,
+    Form,
+)
+
+
+from datetime import datetime, timedelta
+from typing import List, Union, Optional
+from pathlib import Path
+
+from fastapi import APIRouter
+from fastapi.responses import StreamingResponse, JSONResponse, FileResponse
+
+from pydantic import BaseModel
+import json
+
+from apps.webui.models.files import (
+    Files,
+    FileForm,
+    FileModel,
+    FileModelResponse,
+)
+from utils.utils import get_verified_user, get_admin_user
+from constants import ERROR_MESSAGES
+
+from importlib import util
+import os
+import uuid
+import os, shutil, logging, re
+
+
+from config import SRC_LOG_LEVELS, UPLOAD_DIR
+
+
+log = logging.getLogger(__name__)
+log.setLevel(SRC_LOG_LEVELS["MODELS"])
+
+
+router = APIRouter()
+
+############################
+# Upload File
+############################
+
+
+@router.post("/")
+def upload_file(file: UploadFile = File(...), user=Depends(get_verified_user)):
+    log.info(f"file.content_type: {file.content_type}")
+    try:
+        unsanitized_filename = file.filename
+        filename = os.path.basename(unsanitized_filename)
+
+        # replace filename with uuid
+        id = str(uuid.uuid4())
+        name = filename
+        filename = f"{id}_{filename}"
+        file_path = f"{UPLOAD_DIR}/{filename}"
+
+        contents = file.file.read()
+        with open(file_path, "wb") as f:
+            f.write(contents)
+            f.close()
+
+        file = Files.insert_new_file(
+            user.id,
+            FileForm(
+                **{
+                    "id": id,
+                    "filename": filename,
+                    "meta": {
+                        "name": name,
+                        "content_type": file.content_type,
+                        "size": len(contents),
+                        "path": file_path,
+                    },
+                }
+            ),
+        )
+
+        if file:
+            return file
+        else:
+            raise HTTPException(
+                status_code=status.HTTP_400_BAD_REQUEST,
+                detail=ERROR_MESSAGES.DEFAULT("Error uploading file"),
+            )
+
+    except Exception as e:
+        log.exception(e)
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail=ERROR_MESSAGES.DEFAULT(e),
+        )
+
+
+############################
+# List Files
+############################
+
+
+@router.get("/", response_model=List[FileModel])
+async def list_files(user=Depends(get_verified_user)):
+    files = Files.get_files()
+    return files
+
+
+############################
+# Delete All Files
+############################
+
+
+@router.delete("/all")
+async def delete_all_files(user=Depends(get_admin_user)):
+    result = Files.delete_all_files()
+
+    if result:
+        folder = f"{UPLOAD_DIR}"
+        try:
+            # Check if the directory exists
+            if os.path.exists(folder):
+                # Iterate over all the files and directories in the specified directory
+                for filename in os.listdir(folder):
+                    file_path = os.path.join(folder, filename)
+                    try:
+                        if os.path.isfile(file_path) or os.path.islink(file_path):
+                            os.unlink(file_path)  # Remove the file or link
+                        elif os.path.isdir(file_path):
+                            shutil.rmtree(file_path)  # Remove the directory
+                    except Exception as e:
+                        print(f"Failed to delete {file_path}. Reason: {e}")
+            else:
+                print(f"The directory {folder} does not exist")
+        except Exception as e:
+            print(f"Failed to process the directory {folder}. Reason: {e}")
+
+        return {"message": "All files deleted successfully"}
+    else:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail=ERROR_MESSAGES.DEFAULT("Error deleting files"),
+        )
+
+
+############################
+# Get File By Id
+############################
+
+
+@router.get("/{id}", response_model=Optional[FileModel])
+async def get_file_by_id(id: str, user=Depends(get_verified_user)):
+    file = Files.get_file_by_id(id)
+
+    if file:
+        return file
+    else:
+        raise HTTPException(
+            status_code=status.HTTP_404_NOT_FOUND,
+            detail=ERROR_MESSAGES.NOT_FOUND,
+        )
+
+
+############################
+# Get File Content By Id
+############################
+
+
+@router.get("/{id}/content", response_model=Optional[FileModel])
+async def get_file_content_by_id(id: str, user=Depends(get_verified_user)):
+    file = Files.get_file_by_id(id)
+
+    if file:
+        file_path = Path(file.meta["path"])
+
+        # Check if the file already exists in the cache
+        if file_path.is_file():
+            print(f"file_path: {file_path}")
+            return FileResponse(file_path)
+        else:
+            raise HTTPException(
+                status_code=status.HTTP_404_NOT_FOUND,
+                detail=ERROR_MESSAGES.NOT_FOUND,
+            )
+    else:
+        raise HTTPException(
+            status_code=status.HTTP_404_NOT_FOUND,
+            detail=ERROR_MESSAGES.NOT_FOUND,
+        )
+
+
+@router.get("/{id}/content/{file_name}", response_model=Optional[FileModel])
+async def get_file_content_by_id(id: str, user=Depends(get_verified_user)):
+    file = Files.get_file_by_id(id)
+
+    if file:
+        file_path = Path(file.meta["path"])
+
+        # Check if the file already exists in the cache
+        if file_path.is_file():
+            print(f"file_path: {file_path}")
+            return FileResponse(file_path)
+        else:
+            raise HTTPException(
+                status_code=status.HTTP_404_NOT_FOUND,
+                detail=ERROR_MESSAGES.NOT_FOUND,
+            )
+    else:
+        raise HTTPException(
+            status_code=status.HTTP_404_NOT_FOUND,
+            detail=ERROR_MESSAGES.NOT_FOUND,
+        )
+
+
+############################
+# Delete File By Id
+############################
+
+
+@router.delete("/{id}")
+async def delete_file_by_id(id: str, user=Depends(get_verified_user)):
+    file = Files.get_file_by_id(id)
+
+    if file:
+        result = Files.delete_file_by_id(id)
+        if result:
+            return {"message": "File deleted successfully"}
+        else:
+            raise HTTPException(
+                status_code=status.HTTP_400_BAD_REQUEST,
+                detail=ERROR_MESSAGES.DEFAULT("Error deleting file"),
+            )
+    else:
+        raise HTTPException(
+            status_code=status.HTTP_404_NOT_FOUND,
+            detail=ERROR_MESSAGES.NOT_FOUND,
+        )

backend/apps/webui/routers/functions.py

@@ -0,0 +1,426 @@
+from fastapi import Depends, FastAPI, HTTPException, status, Request
+from datetime import datetime, timedelta
+from typing import List, Union, Optional
+
+from fastapi import APIRouter
+from pydantic import BaseModel
+import json
+
+from apps.webui.models.functions import (
+    Functions,
+    FunctionForm,
+    FunctionModel,
+    FunctionResponse,
+)
+from apps.webui.utils import load_function_module_by_id
+from utils.utils import get_verified_user, get_admin_user
+from constants import ERROR_MESSAGES
+
+from importlib import util
+import os
+from pathlib import Path
+
+from config import DATA_DIR, CACHE_DIR, FUNCTIONS_DIR
+
+
+router = APIRouter()
+
+############################
+# GetFunctions
+############################
+
+
+@router.get("/", response_model=List[FunctionResponse])
+async def get_functions(user=Depends(get_verified_user)):
+    return Functions.get_functions()
+
+
+############################
+# ExportFunctions
+############################
+
+
+@router.get("/export", response_model=List[FunctionModel])
+async def get_functions(user=Depends(get_admin_user)):
+    return Functions.get_functions()
+
+
+############################
+# CreateNewFunction
+############################
+
+
+@router.post("/create", response_model=Optional[FunctionResponse])
+async def create_new_function(
+    request: Request, form_data: FunctionForm, user=Depends(get_admin_user)
+):
+    if not form_data.id.isidentifier():
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail="Only alphanumeric characters and underscores are allowed in the id",
+        )
+
+    form_data.id = form_data.id.lower()
+
+    function = Functions.get_function_by_id(form_data.id)
+    if function == None:
+        function_path = os.path.join(FUNCTIONS_DIR, f"{form_data.id}.py")
+        try:
+            with open(function_path, "w") as function_file:
+                function_file.write(form_data.content)
+
+            function_module, function_type, frontmatter = load_function_module_by_id(
+                form_data.id
+            )
+            form_data.meta.manifest = frontmatter
+
+            FUNCTIONS = request.app.state.FUNCTIONS
+            FUNCTIONS[form_data.id] = function_module
+
+            function = Functions.insert_new_function(user.id, function_type, form_data)
+
+            function_cache_dir = Path(CACHE_DIR) / "functions" / form_data.id
+            function_cache_dir.mkdir(parents=True, exist_ok=True)
+
+            if function:
+                return function
+            else:
+                raise HTTPException(
+                    status_code=status.HTTP_400_BAD_REQUEST,
+                    detail=ERROR_MESSAGES.DEFAULT("Error creating function"),
+                )
+        except Exception as e:
+            print(e)
+            raise HTTPException(
+                status_code=status.HTTP_400_BAD_REQUEST,
+                detail=ERROR_MESSAGES.DEFAULT(e),
+            )
+    else:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail=ERROR_MESSAGES.ID_TAKEN,
+        )
+
+
+############################
+# GetFunctionById
+############################
+
+
+@router.get("/id/{id}", response_model=Optional[FunctionModel])
+async def get_function_by_id(id: str, user=Depends(get_admin_user)):
+    function = Functions.get_function_by_id(id)
+
+    if function:
+        return function
+    else:
+        raise HTTPException(
+            status_code=status.HTTP_401_UNAUTHORIZED,
+            detail=ERROR_MESSAGES.NOT_FOUND,
+        )
+
+
+############################
+# ToggleFunctionById
+############################
+
+
+@router.post("/id/{id}/toggle", response_model=Optional[FunctionModel])
+async def toggle_function_by_id(id: str, user=Depends(get_admin_user)):
+    function = Functions.get_function_by_id(id)
+    if function:
+        function = Functions.update_function_by_id(
+            id, {"is_active": not function.is_active}
+        )
+
+        if function:
+            return function
+        else:
+            raise HTTPException(
+                status_code=status.HTTP_400_BAD_REQUEST,
+                detail=ERROR_MESSAGES.DEFAULT("Error updating function"),
+            )
+    else:
+        raise HTTPException(
+            status_code=status.HTTP_401_UNAUTHORIZED,
+            detail=ERROR_MESSAGES.NOT_FOUND,
+        )
+
+
+############################
+# ToggleGlobalById
+############################
+
+
+@router.post("/id/{id}/toggle/global", response_model=Optional[FunctionModel])
+async def toggle_global_by_id(id: str, user=Depends(get_admin_user)):
+    function = Functions.get_function_by_id(id)
+    if function:
+        function = Functions.update_function_by_id(
+            id, {"is_global": not function.is_global}
+        )
+
+        if function:
+            return function
+        else:
+            raise HTTPException(
+                status_code=status.HTTP_400_BAD_REQUEST,
+                detail=ERROR_MESSAGES.DEFAULT("Error updating function"),
+            )
+    else:
+        raise HTTPException(
+            status_code=status.HTTP_401_UNAUTHORIZED,
+            detail=ERROR_MESSAGES.NOT_FOUND,
+        )
+
+
+############################
+# UpdateFunctionById
+############################
+
+
+@router.post("/id/{id}/update", response_model=Optional[FunctionModel])
+async def update_function_by_id(
+    request: Request, id: str, form_data: FunctionForm, user=Depends(get_admin_user)
+):
+    function_path = os.path.join(FUNCTIONS_DIR, f"{id}.py")
+
+    try:
+        with open(function_path, "w") as function_file:
+            function_file.write(form_data.content)
+
+        function_module, function_type, frontmatter = load_function_module_by_id(id)
+        form_data.meta.manifest = frontmatter
+
+        FUNCTIONS = request.app.state.FUNCTIONS
+        FUNCTIONS[id] = function_module
+
+        updated = {**form_data.model_dump(exclude={"id"}), "type": function_type}
+        print(updated)
+
+        function = Functions.update_function_by_id(id, updated)
+
+        if function:
+            return function
+        else:
+            raise HTTPException(
+                status_code=status.HTTP_400_BAD_REQUEST,
+                detail=ERROR_MESSAGES.DEFAULT("Error updating function"),
+            )
+
+    except Exception as e:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail=ERROR_MESSAGES.DEFAULT(e),
+        )
+
+
+############################
+# DeleteFunctionById
+############################
+
+
+@router.delete("/id/{id}/delete", response_model=bool)
+async def delete_function_by_id(
+    request: Request, id: str, user=Depends(get_admin_user)
+):
+    result = Functions.delete_function_by_id(id)
+
+    if result:
+        FUNCTIONS = request.app.state.FUNCTIONS
+        if id in FUNCTIONS:
+            del FUNCTIONS[id]
+
+        # delete the function file
+        function_path = os.path.join(FUNCTIONS_DIR, f"{id}.py")
+        try:
+            os.remove(function_path)
+        except:
+            pass
+
+    return result
+
+
+############################
+# GetFunctionValves
+############################
+
+
+@router.get("/id/{id}/valves", response_model=Optional[dict])
+async def get_function_valves_by_id(id: str, user=Depends(get_admin_user)):
+    function = Functions.get_function_by_id(id)
+    if function:
+        try:
+            valves = Functions.get_function_valves_by_id(id)
+            return valves
+        except Exception as e:
+            raise HTTPException(
+                status_code=status.HTTP_400_BAD_REQUEST,
+                detail=ERROR_MESSAGES.DEFAULT(e),
+            )
+    else:
+        raise HTTPException(
+            status_code=status.HTTP_401_UNAUTHORIZED,
+            detail=ERROR_MESSAGES.NOT_FOUND,
+        )
+
+
+############################
+# GetFunctionValvesSpec
+############################
+
+
+@router.get("/id/{id}/valves/spec", response_model=Optional[dict])
+async def get_function_valves_spec_by_id(
+    request: Request, id: str, user=Depends(get_admin_user)
+):
+    function = Functions.get_function_by_id(id)
+    if function:
+        if id in request.app.state.FUNCTIONS:
+            function_module = request.app.state.FUNCTIONS[id]
+        else:
+            function_module, function_type, frontmatter = load_function_module_by_id(id)
+            request.app.state.FUNCTIONS[id] = function_module
+
+        if hasattr(function_module, "Valves"):
+            Valves = function_module.Valves
+            return Valves.schema()
+        return None
+    else:
+        raise HTTPException(
+            status_code=status.HTTP_401_UNAUTHORIZED,
+            detail=ERROR_MESSAGES.NOT_FOUND,
+        )
+
+
+############################
+# UpdateFunctionValves
+############################
+
+
+@router.post("/id/{id}/valves/update", response_model=Optional[dict])
+async def update_function_valves_by_id(
+    request: Request, id: str, form_data: dict, user=Depends(get_admin_user)
+):
+    function = Functions.get_function_by_id(id)
+    if function:
+
+        if id in request.app.state.FUNCTIONS:
+            function_module = request.app.state.FUNCTIONS[id]
+        else:
+            function_module, function_type, frontmatter = load_function_module_by_id(id)
+            request.app.state.FUNCTIONS[id] = function_module
+
+        if hasattr(function_module, "Valves"):
+            Valves = function_module.Valves
+
+            try:
+                form_data = {k: v for k, v in form_data.items() if v is not None}
+                valves = Valves(**form_data)
+                Functions.update_function_valves_by_id(id, valves.model_dump())
+                return valves.model_dump()
+            except Exception as e:
+                print(e)
+                raise HTTPException(
+                    status_code=status.HTTP_400_BAD_REQUEST,
+                    detail=ERROR_MESSAGES.DEFAULT(e),
+                )
+        else:
+            raise HTTPException(
+                status_code=status.HTTP_401_UNAUTHORIZED,
+                detail=ERROR_MESSAGES.NOT_FOUND,
+            )
+
+    else:
+        raise HTTPException(
+            status_code=status.HTTP_401_UNAUTHORIZED,
+            detail=ERROR_MESSAGES.NOT_FOUND,
+        )
+
+
+############################
+# FunctionUserValves
+############################
+
+
+@router.get("/id/{id}/valves/user", response_model=Optional[dict])
+async def get_function_user_valves_by_id(id: str, user=Depends(get_verified_user)):
+    function = Functions.get_function_by_id(id)
+    if function:
+        try:
+            user_valves = Functions.get_user_valves_by_id_and_user_id(id, user.id)
+            return user_valves
+        except Exception as e:
+            raise HTTPException(
+                status_code=status.HTTP_400_BAD_REQUEST,
+                detail=ERROR_MESSAGES.DEFAULT(e),
+            )
+    else:
+        raise HTTPException(
+            status_code=status.HTTP_401_UNAUTHORIZED,
+            detail=ERROR_MESSAGES.NOT_FOUND,
+        )
+
+
+@router.get("/id/{id}/valves/user/spec", response_model=Optional[dict])
+async def get_function_user_valves_spec_by_id(
+    request: Request, id: str, user=Depends(get_verified_user)
+):
+    function = Functions.get_function_by_id(id)
+    if function:
+        if id in request.app.state.FUNCTIONS:
+            function_module = request.app.state.FUNCTIONS[id]
+        else:
+            function_module, function_type, frontmatter = load_function_module_by_id(id)
+            request.app.state.FUNCTIONS[id] = function_module
+
+        if hasattr(function_module, "UserValves"):
+            UserValves = function_module.UserValves
+            return UserValves.schema()
+        return None
+    else:
+        raise HTTPException(
+            status_code=status.HTTP_401_UNAUTHORIZED,
+            detail=ERROR_MESSAGES.NOT_FOUND,
+        )
+
+
+@router.post("/id/{id}/valves/user/update", response_model=Optional[dict])
+async def update_function_user_valves_by_id(
+    request: Request, id: str, form_data: dict, user=Depends(get_verified_user)
+):
+    function = Functions.get_function_by_id(id)
+
+    if function:
+        if id in request.app.state.FUNCTIONS:
+            function_module = request.app.state.FUNCTIONS[id]
+        else:
+            function_module, function_type, frontmatter = load_function_module_by_id(id)
+            request.app.state.FUNCTIONS[id] = function_module
+
+        if hasattr(function_module, "UserValves"):
+            UserValves = function_module.UserValves
+
+            try:
+                form_data = {k: v for k, v in form_data.items() if v is not None}
+                user_valves = UserValves(**form_data)
+                Functions.update_user_valves_by_id_and_user_id(
+                    id, user.id, user_valves.model_dump()
+                )
+                return user_valves.model_dump()
+            except Exception as e:
+                print(e)
+                raise HTTPException(
+                    status_code=status.HTTP_400_BAD_REQUEST,
+                    detail=ERROR_MESSAGES.DEFAULT(e),
+                )
+        else:
+            raise HTTPException(
+                status_code=status.HTTP_401_UNAUTHORIZED,
+                detail=ERROR_MESSAGES.NOT_FOUND,
+            )
+    else:
+        raise HTTPException(
+            status_code=status.HTTP_401_UNAUTHORIZED,
+            detail=ERROR_MESSAGES.NOT_FOUND,
+        )

backend/apps/webui/routers/memories.py

@@ -44,9 +44,15 @@ class AddMemoryForm(BaseModel):
     content: str
 
 
+class MemoryUpdateModel(BaseModel):
+    content: Optional[str] = None
+
+
 @router.post("/add", response_model=Optional[MemoryModel])
 async def add_memory(
-    request: Request, form_data: AddMemoryForm, user=Depends(get_verified_user)
+    request: Request,
+    form_data: AddMemoryForm,
+    user=Depends(get_verified_user),
 ):
     memory = Memories.insert_new_memory(user.id, form_data.content)
     memory_embedding = request.app.state.EMBEDDING_FUNCTION(memory.content)
@@ -62,6 +68,34 @@ async def add_memory(
     return memory
 
 
+@router.post("/{memory_id}/update", response_model=Optional[MemoryModel])
+async def update_memory_by_id(
+    memory_id: str,
+    request: Request,
+    form_data: MemoryUpdateModel,
+    user=Depends(get_verified_user),
+):
+    memory = Memories.update_memory_by_id(memory_id, form_data.content)
+    if memory is None:
+        raise HTTPException(status_code=404, detail="Memory not found")
+
+    if form_data.content is not None:
+        memory_embedding = request.app.state.EMBEDDING_FUNCTION(form_data.content)
+        collection = CHROMA_CLIENT.get_or_create_collection(
+            name=f"user-memory-{user.id}"
+        )
+        collection.upsert(
+            documents=[form_data.content],
+            ids=[memory.id],
+            embeddings=[memory_embedding],
+            metadatas=[
+                {"created_at": memory.created_at, "updated_at": memory.updated_at}
+            ],
+        )
+
+    return memory
+
+
 ############################
 # QueryMemory
 ############################
@@ -69,6 +103,7 @@ async def add_memory(
 
 class QueryMemoryForm(BaseModel):
     content: str
+    k: Optional[int] = 1
 
 
 @router.post("/query")
@@ -80,7 +115,7 @@ async def query_memory(
 
     results = collection.query(
         query_embeddings=[query_embedding],
-        n_results=1,  # how many results to return
+        n_results=form_data.k,  # how many results to return
     )
 
     return results

backend/apps/webui/routers/models.py

@@ -5,6 +5,7 @@ from typing import List, Union, Optional
 from fastapi import APIRouter
 from pydantic import BaseModel
 import json
+
 from apps.webui.models.models import Models, ModelModel, ModelForm, ModelResponse
 
 from utils.utils import get_verified_user, get_admin_user
@@ -29,7 +30,9 @@ async def get_models(user=Depends(get_verified_user)):
 
 @router.post("/add", response_model=Optional[ModelModel])
 async def add_new_model(
-    request: Request, form_data: ModelForm, user=Depends(get_admin_user)
+    request: Request,
+    form_data: ModelForm,
+    user=Depends(get_admin_user),
 ):
     if form_data.id in request.app.state.MODELS:
         raise HTTPException(
@@ -73,7 +76,10 @@ async def get_model_by_id(id: str, user=Depends(get_verified_user)):
 
 @router.post("/update", response_model=Optional[ModelModel])
 async def update_model_by_id(
-    request: Request, id: str, form_data: ModelForm, user=Depends(get_admin_user)
+    request: Request,
+    id: str,
+    form_data: ModelForm,
+    user=Depends(get_admin_user),
 ):
     model = Models.get_model_by_id(id)
     if model:

backend/apps/webui/routers/prompts.py

@@ -8,7 +8,7 @@ import json
 
 from apps.webui.models.prompts import Prompts, PromptForm, PromptModel
 
-from utils.utils import get_current_user, get_admin_user
+from utils.utils import get_verified_user, get_admin_user
 from constants import ERROR_MESSAGES
 
 router = APIRouter()
@@ -19,7 +19,7 @@ router = APIRouter()
 
 
 @router.get("/", response_model=List[PromptModel])
-async def get_prompts(user=Depends(get_current_user)):
+async def get_prompts(user=Depends(get_verified_user)):
     return Prompts.get_prompts()
 
 
@@ -52,7 +52,7 @@ async def create_new_prompt(form_data: PromptForm, user=Depends(get_admin_user))
 
 
 @router.get("/command/{command}", response_model=Optional[PromptModel])
-async def get_prompt_by_command(command: str, user=Depends(get_current_user)):
+async def get_prompt_by_command(command: str, user=Depends(get_verified_user)):
     prompt = Prompts.get_prompt_by_command(f"/{command}")
 
     if prompt:
@@ -71,7 +71,9 @@ async def get_prompt_by_command(command: str, user=Depends(get_current_user)):
 
 @router.post("/command/{command}/update", response_model=Optional[PromptModel])
 async def update_prompt_by_command(
-    command: str, form_data: PromptForm, user=Depends(get_admin_user)
+    command: str,
+    form_data: PromptForm,
+    user=Depends(get_admin_user),
 ):
     prompt = Prompts.update_prompt_by_command(f"/{command}", form_data)
     if prompt:

backend/apps/webui/routers/tools.py

@@ -0,0 +1,379 @@
+from fastapi import Depends, FastAPI, HTTPException, status, Request
+from datetime import datetime, timedelta
+from typing import List, Union, Optional
+
+from fastapi import APIRouter
+from pydantic import BaseModel
+import json
+
+from apps.webui.models.users import Users
+from apps.webui.models.tools import Tools, ToolForm, ToolModel, ToolResponse
+from apps.webui.utils import load_toolkit_module_by_id
+
+from utils.utils import get_admin_user, get_verified_user
+from utils.tools import get_tools_specs
+from constants import ERROR_MESSAGES
+
+from importlib import util
+import os
+from pathlib import Path
+
+from config import DATA_DIR, CACHE_DIR
+
+
+TOOLS_DIR = f"{DATA_DIR}/tools"
+os.makedirs(TOOLS_DIR, exist_ok=True)
+
+
+router = APIRouter()
+
+############################
+# GetToolkits
+############################
+
+
+@router.get("/", response_model=List[ToolResponse])
+async def get_toolkits(user=Depends(get_verified_user)):
+    toolkits = [toolkit for toolkit in Tools.get_tools()]
+    return toolkits
+
+
+############################
+# ExportToolKits
+############################
+
+
+@router.get("/export", response_model=List[ToolModel])
+async def get_toolkits(user=Depends(get_admin_user)):
+    toolkits = [toolkit for toolkit in Tools.get_tools()]
+    return toolkits
+
+
+############################
+# CreateNewToolKit
+############################
+
+
+@router.post("/create", response_model=Optional[ToolResponse])
+async def create_new_toolkit(
+    request: Request,
+    form_data: ToolForm,
+    user=Depends(get_admin_user),
+):
+    if not form_data.id.isidentifier():
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail="Only alphanumeric characters and underscores are allowed in the id",
+        )
+
+    form_data.id = form_data.id.lower()
+
+    toolkit = Tools.get_tool_by_id(form_data.id)
+    if toolkit == None:
+        toolkit_path = os.path.join(TOOLS_DIR, f"{form_data.id}.py")
+        try:
+            with open(toolkit_path, "w") as tool_file:
+                tool_file.write(form_data.content)
+
+            toolkit_module, frontmatter = load_toolkit_module_by_id(form_data.id)
+            form_data.meta.manifest = frontmatter
+
+            TOOLS = request.app.state.TOOLS
+            TOOLS[form_data.id] = toolkit_module
+
+            specs = get_tools_specs(TOOLS[form_data.id])
+            toolkit = Tools.insert_new_tool(user.id, form_data, specs)
+
+            tool_cache_dir = Path(CACHE_DIR) / "tools" / form_data.id
+            tool_cache_dir.mkdir(parents=True, exist_ok=True)
+
+            if toolkit:
+                return toolkit
+            else:
+                raise HTTPException(
+                    status_code=status.HTTP_400_BAD_REQUEST,
+                    detail=ERROR_MESSAGES.DEFAULT("Error creating toolkit"),
+                )
+        except Exception as e:
+            print(e)
+            raise HTTPException(
+                status_code=status.HTTP_400_BAD_REQUEST,
+                detail=ERROR_MESSAGES.DEFAULT(e),
+            )
+    else:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail=ERROR_MESSAGES.ID_TAKEN,
+        )
+
+
+############################
+# GetToolkitById
+############################
+
+
+@router.get("/id/{id}", response_model=Optional[ToolModel])
+async def get_toolkit_by_id(id: str, user=Depends(get_admin_user)):
+    toolkit = Tools.get_tool_by_id(id)
+
+    if toolkit:
+        return toolkit
+    else:
+        raise HTTPException(
+            status_code=status.HTTP_401_UNAUTHORIZED,
+            detail=ERROR_MESSAGES.NOT_FOUND,
+        )
+
+
+############################
+# UpdateToolkitById
+############################
+
+
+@router.post("/id/{id}/update", response_model=Optional[ToolModel])
+async def update_toolkit_by_id(
+    request: Request,
+    id: str,
+    form_data: ToolForm,
+    user=Depends(get_admin_user),
+):
+    toolkit_path = os.path.join(TOOLS_DIR, f"{id}.py")
+
+    try:
+        with open(toolkit_path, "w") as tool_file:
+            tool_file.write(form_data.content)
+
+        toolkit_module, frontmatter = load_toolkit_module_by_id(id)
+        form_data.meta.manifest = frontmatter
+
+        TOOLS = request.app.state.TOOLS
+        TOOLS[id] = toolkit_module
+
+        specs = get_tools_specs(TOOLS[id])
+
+        updated = {
+            **form_data.model_dump(exclude={"id"}),
+            "specs": specs,
+        }
+
+        print(updated)
+        toolkit = Tools.update_tool_by_id(id, updated)
+
+        if toolkit:
+            return toolkit
+        else:
+            raise HTTPException(
+                status_code=status.HTTP_400_BAD_REQUEST,
+                detail=ERROR_MESSAGES.DEFAULT("Error updating toolkit"),
+            )
+
+    except Exception as e:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail=ERROR_MESSAGES.DEFAULT(e),
+        )
+
+
+############################
+# DeleteToolkitById
+############################
+
+
+@router.delete("/id/{id}/delete", response_model=bool)
+async def delete_toolkit_by_id(request: Request, id: str, user=Depends(get_admin_user)):
+    result = Tools.delete_tool_by_id(id)
+
+    if result:
+        TOOLS = request.app.state.TOOLS
+        if id in TOOLS:
+            del TOOLS[id]
+
+        # delete the toolkit file
+        toolkit_path = os.path.join(TOOLS_DIR, f"{id}.py")
+        os.remove(toolkit_path)
+
+    return result
+
+
+############################
+# GetToolValves
+############################
+
+
+@router.get("/id/{id}/valves", response_model=Optional[dict])
+async def get_toolkit_valves_by_id(id: str, user=Depends(get_admin_user)):
+    toolkit = Tools.get_tool_by_id(id)
+    if toolkit:
+        try:
+            valves = Tools.get_tool_valves_by_id(id)
+            return valves
+        except Exception as e:
+            raise HTTPException(
+                status_code=status.HTTP_400_BAD_REQUEST,
+                detail=ERROR_MESSAGES.DEFAULT(e),
+            )
+    else:
+        raise HTTPException(
+            status_code=status.HTTP_401_UNAUTHORIZED,
+            detail=ERROR_MESSAGES.NOT_FOUND,
+        )
+
+
+############################
+# GetToolValvesSpec
+############################
+
+
+@router.get("/id/{id}/valves/spec", response_model=Optional[dict])
+async def get_toolkit_valves_spec_by_id(
+    request: Request, id: str, user=Depends(get_admin_user)
+):
+    toolkit = Tools.get_tool_by_id(id)
+    if toolkit:
+        if id in request.app.state.TOOLS:
+            toolkit_module = request.app.state.TOOLS[id]
+        else:
+            toolkit_module, frontmatter = load_toolkit_module_by_id(id)
+            request.app.state.TOOLS[id] = toolkit_module
+
+        if hasattr(toolkit_module, "Valves"):
+            Valves = toolkit_module.Valves
+            return Valves.schema()
+        return None
+    else:
+        raise HTTPException(
+            status_code=status.HTTP_401_UNAUTHORIZED,
+            detail=ERROR_MESSAGES.NOT_FOUND,
+        )
+
+
+############################
+# UpdateToolValves
+############################
+
+
+@router.post("/id/{id}/valves/update", response_model=Optional[dict])
+async def update_toolkit_valves_by_id(
+    request: Request, id: str, form_data: dict, user=Depends(get_admin_user)
+):
+    toolkit = Tools.get_tool_by_id(id)
+    if toolkit:
+        if id in request.app.state.TOOLS:
+            toolkit_module = request.app.state.TOOLS[id]
+        else:
+            toolkit_module, frontmatter = load_toolkit_module_by_id(id)
+            request.app.state.TOOLS[id] = toolkit_module
+
+        if hasattr(toolkit_module, "Valves"):
+            Valves = toolkit_module.Valves
+
+            try:
+                form_data = {k: v for k, v in form_data.items() if v is not None}
+                valves = Valves(**form_data)
+                Tools.update_tool_valves_by_id(id, valves.model_dump())
+                return valves.model_dump()
+            except Exception as e:
+                print(e)
+                raise HTTPException(
+                    status_code=status.HTTP_400_BAD_REQUEST,
+                    detail=ERROR_MESSAGES.DEFAULT(e),
+                )
+        else:
+            raise HTTPException(
+                status_code=status.HTTP_401_UNAUTHORIZED,
+                detail=ERROR_MESSAGES.NOT_FOUND,
+            )
+
+    else:
+        raise HTTPException(
+            status_code=status.HTTP_401_UNAUTHORIZED,
+            detail=ERROR_MESSAGES.NOT_FOUND,
+        )
+
+
+############################
+# ToolUserValves
+############################
+
+
+@router.get("/id/{id}/valves/user", response_model=Optional[dict])
+async def get_toolkit_user_valves_by_id(id: str, user=Depends(get_verified_user)):
+    toolkit = Tools.get_tool_by_id(id)
+    if toolkit:
+        try:
+            user_valves = Tools.get_user_valves_by_id_and_user_id(id, user.id)
+            return user_valves
+        except Exception as e:
+            raise HTTPException(
+                status_code=status.HTTP_400_BAD_REQUEST,
+                detail=ERROR_MESSAGES.DEFAULT(e),
+            )
+    else:
+        raise HTTPException(
+            status_code=status.HTTP_401_UNAUTHORIZED,
+            detail=ERROR_MESSAGES.NOT_FOUND,
+        )
+
+
+@router.get("/id/{id}/valves/user/spec", response_model=Optional[dict])
+async def get_toolkit_user_valves_spec_by_id(
+    request: Request, id: str, user=Depends(get_verified_user)
+):
+    toolkit = Tools.get_tool_by_id(id)
+    if toolkit:
+        if id in request.app.state.TOOLS:
+            toolkit_module = request.app.state.TOOLS[id]
+        else:
+            toolkit_module, frontmatter = load_toolkit_module_by_id(id)
+            request.app.state.TOOLS[id] = toolkit_module
+
+        if hasattr(toolkit_module, "UserValves"):
+            UserValves = toolkit_module.UserValves
+            return UserValves.schema()
+        return None
+    else:
+        raise HTTPException(
+            status_code=status.HTTP_401_UNAUTHORIZED,
+            detail=ERROR_MESSAGES.NOT_FOUND,
+        )
+
+
+@router.post("/id/{id}/valves/user/update", response_model=Optional[dict])
+async def update_toolkit_user_valves_by_id(
+    request: Request, id: str, form_data: dict, user=Depends(get_verified_user)
+):
+    toolkit = Tools.get_tool_by_id(id)
+
+    if toolkit:
+        if id in request.app.state.TOOLS:
+            toolkit_module = request.app.state.TOOLS[id]
+        else:
+            toolkit_module, frontmatter = load_toolkit_module_by_id(id)
+            request.app.state.TOOLS[id] = toolkit_module
+
+        if hasattr(toolkit_module, "UserValves"):
+            UserValves = toolkit_module.UserValves
+
+            try:
+                form_data = {k: v for k, v in form_data.items() if v is not None}
+                user_valves = UserValves(**form_data)
+                Tools.update_user_valves_by_id_and_user_id(
+                    id, user.id, user_valves.model_dump()
+                )
+                return user_valves.model_dump()
+            except Exception as e:
+                print(e)
+                raise HTTPException(
+                    status_code=status.HTTP_400_BAD_REQUEST,
+                    detail=ERROR_MESSAGES.DEFAULT(e),
+                )
+        else:
+            raise HTTPException(
+                status_code=status.HTTP_401_UNAUTHORIZED,
+                detail=ERROR_MESSAGES.NOT_FOUND,
+            )
+    else:
+        raise HTTPException(
+            status_code=status.HTTP_401_UNAUTHORIZED,
+            detail=ERROR_MESSAGES.NOT_FOUND,
+        )

backend/apps/webui/routers/users.py

@@ -19,7 +19,12 @@ from apps.webui.models.users import (
 from apps.webui.models.auths import Auths
 from apps.webui.models.chats import Chats
 
-from utils.utils import get_verified_user, get_password_hash, get_admin_user
+from utils.utils import (
+    get_verified_user,
+    get_password_hash,
+    get_current_user,
+    get_admin_user,
+)
 from constants import ERROR_MESSAGES
 
 from config import SRC_LOG_LEVELS
@@ -110,6 +115,52 @@ async def update_user_settings_by_session_user(
         )
 
 
+############################
+# GetUserInfoBySessionUser
+############################
+
+
+@router.get("/user/info", response_model=Optional[dict])
+async def get_user_info_by_session_user(user=Depends(get_verified_user)):
+    user = Users.get_user_by_id(user.id)
+    if user:
+        return user.info
+    else:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail=ERROR_MESSAGES.USER_NOT_FOUND,
+        )
+
+
+############################
+# UpdateUserInfoBySessionUser
+############################
+
+
+@router.post("/user/info/update", response_model=Optional[dict])
+async def update_user_info_by_session_user(
+    form_data: dict, user=Depends(get_verified_user)
+):
+    user = Users.get_user_by_id(user.id)
+    if user:
+        if user.info is None:
+            user.info = {}
+
+        user = Users.update_user_by_id(user.id, {"info": {**user.info, **form_data}})
+        if user:
+            return user.info
+        else:
+            raise HTTPException(
+                status_code=status.HTTP_400_BAD_REQUEST,
+                detail=ERROR_MESSAGES.USER_NOT_FOUND,
+            )
+    else:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail=ERROR_MESSAGES.USER_NOT_FOUND,
+        )
+
+
 ############################
 # GetUserById
 ############################
@@ -154,7 +205,9 @@ async def get_user_by_id(user_id: str, user=Depends(get_verified_user)):
 
 @router.post("/{user_id}/update", response_model=Optional[UserModel])
 async def update_user_by_id(
-    user_id: str, form_data: UserUpdateForm, session_user=Depends(get_admin_user)
+    user_id: str,
+    form_data: UserUpdateForm,
+    session_user=Depends(get_admin_user),
 ):
     user = Users.get_user_by_id(user_id)
 

backend/apps/webui/routers/utils.py

@@ -1,14 +1,14 @@
 from fastapi import APIRouter, UploadFile, File, Response
 from fastapi import Depends, HTTPException, status
-from peewee import SqliteDatabase
 from starlette.responses import StreamingResponse, FileResponse
 from pydantic import BaseModel
 
 
 from fpdf import FPDF
 import markdown
+import black
+
 
-from apps.webui.internal.db import DB
 from utils.utils import get_admin_user
 from utils.misc import calculate_sha256, get_gravatar_url
 
@@ -26,6 +26,21 @@ async def get_gravatar(
     return get_gravatar_url(email)
 
 
+class CodeFormatRequest(BaseModel):
+    code: str
+
+
+@router.post("/code/format")
+async def format_code(request: CodeFormatRequest):
+    try:
+        formatted_code = black.format_str(request.code, mode=black.Mode())
+        return {"code": formatted_code}
+    except black.NothingChanged:
+        return {"code": request.code}
+    except Exception as e:
+        raise HTTPException(status_code=400, detail=str(e))
+
+
 class MarkdownForm(BaseModel):
     md: str
 
@@ -97,13 +112,15 @@ async def download_db(user=Depends(get_admin_user)):
             status_code=status.HTTP_401_UNAUTHORIZED,
             detail=ERROR_MESSAGES.ACCESS_PROHIBITED,
         )
-    if not isinstance(DB, SqliteDatabase):
+    from apps.webui.internal.db import engine
+
+    if engine.name != "sqlite":
         raise HTTPException(
             status_code=status.HTTP_400_BAD_REQUEST,
             detail=ERROR_MESSAGES.DB_NOT_SQLITE,
         )
     return FileResponse(
-        DB.database,
+        engine.url.database,
         media_type="application/octet-stream",
         filename="webui.db",
     )

backend/apps/webui/utils.py

@@ -0,0 +1,90 @@
+from importlib import util
+import os
+import re
+
+from config import TOOLS_DIR, FUNCTIONS_DIR
+
+
+def extract_frontmatter(file_path):
+    """
+    Extract frontmatter as a dictionary from the specified file path.
+    """
+    frontmatter = {}
+    frontmatter_started = False
+    frontmatter_ended = False
+    frontmatter_pattern = re.compile(r"^\s*([a-z_]+):\s*(.*)\s*$", re.IGNORECASE)
+
+    try:
+        with open(file_path, "r", encoding="utf-8") as file:
+            first_line = file.readline()
+            if first_line.strip() != '"""':
+                # The file doesn't start with triple quotes
+                return {}
+
+            frontmatter_started = True
+
+            for line in file:
+                if '"""' in line:
+                    if frontmatter_started:
+                        frontmatter_ended = True
+                        break
+
+                if frontmatter_started and not frontmatter_ended:
+                    match = frontmatter_pattern.match(line)
+                    if match:
+                        key, value = match.groups()
+                        frontmatter[key.strip()] = value.strip()
+
+    except FileNotFoundError:
+        print(f"Error: The file {file_path} does not exist.")
+        return {}
+    except Exception as e:
+        print(f"An error occurred: {e}")
+        return {}
+
+    return frontmatter
+
+
+def load_toolkit_module_by_id(toolkit_id):
+    toolkit_path = os.path.join(TOOLS_DIR, f"{toolkit_id}.py")
+    spec = util.spec_from_file_location(toolkit_id, toolkit_path)
+    module = util.module_from_spec(spec)
+    frontmatter = extract_frontmatter(toolkit_path)
+
+    try:
+        spec.loader.exec_module(module)
+        print(f"Loaded module: {module.__name__}")
+        if hasattr(module, "Tools"):
+            return module.Tools(), frontmatter
+        else:
+            raise Exception("No Tools class found")
+    except Exception as e:
+        print(f"Error loading module: {toolkit_id}")
+        # Move the file to the error folder
+        os.rename(toolkit_path, f"{toolkit_path}.error")
+        raise e
+
+
+def load_function_module_by_id(function_id):
+    function_path = os.path.join(FUNCTIONS_DIR, f"{function_id}.py")
+
+    spec = util.spec_from_file_location(function_id, function_path)
+    module = util.module_from_spec(spec)
+    frontmatter = extract_frontmatter(function_path)
+
+    try:
+        spec.loader.exec_module(module)
+        print(f"Loaded module: {module.__name__}")
+        if hasattr(module, "Pipe"):
+            return module.Pipe(), "pipe", frontmatter
+        elif hasattr(module, "Filter"):
+            return module.Filter(), "filter", frontmatter
+        elif hasattr(module, "Action"):
+            return module.Action(), "action", frontmatter
+        else:
+            raise Exception("No Function class found")
+    except Exception as e:
+        print(f"Error loading module: {function_id}")
+        # Move the file to the error folder
+        os.rename(function_path, f"{function_path}.error")
+        raise e

backend/config.py

@@ -5,9 +5,8 @@ import importlib.metadata
 import pkgutil
 import chromadb
 from chromadb import Settings
-from base64 import b64encode
 from bs4 import BeautifulSoup
-from typing import TypeVar, Generic, Union
+from typing import TypeVar, Generic
 from pydantic import BaseModel
 from typing import Optional
 
@@ -19,7 +18,6 @@ import markdown
 import requests
 import shutil
 
-from secrets import token_bytes
 from constants import ERROR_MESSAGES
 
 ####################################
@@ -167,6 +165,12 @@ for version in soup.find_all("h2"):
 CHANGELOG = changelog_json
 
 
+####################################
+# SAFE_MODE
+####################################
+
+SAFE_MODE = os.environ.get("SAFE_MODE", "false").lower() == "true"
+
 ####################################
 # WEBUI_BUILD_HASH
 ####################################
@@ -294,22 +298,179 @@ WEBUI_AUTH = os.environ.get("WEBUI_AUTH", "True").lower() == "true"
 WEBUI_AUTH_TRUSTED_EMAIL_HEADER = os.environ.get(
     "WEBUI_AUTH_TRUSTED_EMAIL_HEADER", None
 )
+WEBUI_AUTH_TRUSTED_NAME_HEADER = os.environ.get("WEBUI_AUTH_TRUSTED_NAME_HEADER", None)
 JWT_EXPIRES_IN = PersistentConfig(
     "JWT_EXPIRES_IN", "auth.jwt_expiry", os.environ.get("JWT_EXPIRES_IN", "-1")
 )
 
+####################################
+# OAuth config
+####################################
+
+ENABLE_OAUTH_SIGNUP = PersistentConfig(
+    "ENABLE_OAUTH_SIGNUP",
+    "oauth.enable_signup",
+    os.environ.get("ENABLE_OAUTH_SIGNUP", "False").lower() == "true",
+)
+
+OAUTH_MERGE_ACCOUNTS_BY_EMAIL = PersistentConfig(
+    "OAUTH_MERGE_ACCOUNTS_BY_EMAIL",
+    "oauth.merge_accounts_by_email",
+    os.environ.get("OAUTH_MERGE_ACCOUNTS_BY_EMAIL", "False").lower() == "true",
+)
+
+OAUTH_PROVIDERS = {}
+
+GOOGLE_CLIENT_ID = PersistentConfig(
+    "GOOGLE_CLIENT_ID",
+    "oauth.google.client_id",
+    os.environ.get("GOOGLE_CLIENT_ID", ""),
+)
+
+GOOGLE_CLIENT_SECRET = PersistentConfig(
+    "GOOGLE_CLIENT_SECRET",
+    "oauth.google.client_secret",
+    os.environ.get("GOOGLE_CLIENT_SECRET", ""),
+)
+
+GOOGLE_OAUTH_SCOPE = PersistentConfig(
+    "GOOGLE_OAUTH_SCOPE",
+    "oauth.google.scope",
+    os.environ.get("GOOGLE_OAUTH_SCOPE", "openid email profile"),
+)
+
+MICROSOFT_CLIENT_ID = PersistentConfig(
+    "MICROSOFT_CLIENT_ID",
+    "oauth.microsoft.client_id",
+    os.environ.get("MICROSOFT_CLIENT_ID", ""),
+)
+
+MICROSOFT_CLIENT_SECRET = PersistentConfig(
+    "MICROSOFT_CLIENT_SECRET",
+    "oauth.microsoft.client_secret",
+    os.environ.get("MICROSOFT_CLIENT_SECRET", ""),
+)
+
+MICROSOFT_CLIENT_TENANT_ID = PersistentConfig(
+    "MICROSOFT_CLIENT_TENANT_ID",
+    "oauth.microsoft.tenant_id",
+    os.environ.get("MICROSOFT_CLIENT_TENANT_ID", ""),
+)
+
+MICROSOFT_OAUTH_SCOPE = PersistentConfig(
+    "MICROSOFT_OAUTH_SCOPE",
+    "oauth.microsoft.scope",
+    os.environ.get("MICROSOFT_OAUTH_SCOPE", "openid email profile"),
+)
+
+OAUTH_CLIENT_ID = PersistentConfig(
+    "OAUTH_CLIENT_ID",
+    "oauth.oidc.client_id",
+    os.environ.get("OAUTH_CLIENT_ID", ""),
+)
+
+OAUTH_CLIENT_SECRET = PersistentConfig(
+    "OAUTH_CLIENT_SECRET",
+    "oauth.oidc.client_secret",
+    os.environ.get("OAUTH_CLIENT_SECRET", ""),
+)
+
+OPENID_PROVIDER_URL = PersistentConfig(
+    "OPENID_PROVIDER_URL",
+    "oauth.oidc.provider_url",
+    os.environ.get("OPENID_PROVIDER_URL", ""),
+)
+
+OAUTH_SCOPES = PersistentConfig(
+    "OAUTH_SCOPES",
+    "oauth.oidc.scopes",
+    os.environ.get("OAUTH_SCOPES", "openid email profile"),
+)
+
+OAUTH_PROVIDER_NAME = PersistentConfig(
+    "OAUTH_PROVIDER_NAME",
+    "oauth.oidc.provider_name",
+    os.environ.get("OAUTH_PROVIDER_NAME", "SSO"),
+)
+
+OAUTH_USERNAME_CLAIM = PersistentConfig(
+    "OAUTH_USERNAME_CLAIM",
+    "oauth.oidc.username_claim",
+    os.environ.get("OAUTH_USERNAME_CLAIM", "name"),
+)
+
+OAUTH_PICTURE_CLAIM = PersistentConfig(
+    "OAUTH_USERNAME_CLAIM",
+    "oauth.oidc.avatar_claim",
+    os.environ.get("OAUTH_PICTURE_CLAIM", "picture"),
+)
+
+
+def load_oauth_providers():
+    OAUTH_PROVIDERS.clear()
+    if GOOGLE_CLIENT_ID.value and GOOGLE_CLIENT_SECRET.value:
+        OAUTH_PROVIDERS["google"] = {
+            "client_id": GOOGLE_CLIENT_ID.value,
+            "client_secret": GOOGLE_CLIENT_SECRET.value,
+            "server_metadata_url": "https://accounts.google.com/.well-known/openid-configuration",
+            "scope": GOOGLE_OAUTH_SCOPE.value,
+        }
+
+    if (
+        MICROSOFT_CLIENT_ID.value
+        and MICROSOFT_CLIENT_SECRET.value
+        and MICROSOFT_CLIENT_TENANT_ID.value
+    ):
+        OAUTH_PROVIDERS["microsoft"] = {
+            "client_id": MICROSOFT_CLIENT_ID.value,
+            "client_secret": MICROSOFT_CLIENT_SECRET.value,
+            "server_metadata_url": f"https://login.microsoftonline.com/{MICROSOFT_CLIENT_TENANT_ID.value}/v2.0/.well-known/openid-configuration",
+            "scope": MICROSOFT_OAUTH_SCOPE.value,
+        }
+
+    if (
+        OAUTH_CLIENT_ID.value
+        and OAUTH_CLIENT_SECRET.value
+        and OPENID_PROVIDER_URL.value
+    ):
+        OAUTH_PROVIDERS["oidc"] = {
+            "client_id": OAUTH_CLIENT_ID.value,
+            "client_secret": OAUTH_CLIENT_SECRET.value,
+            "server_metadata_url": OPENID_PROVIDER_URL.value,
+            "scope": OAUTH_SCOPES.value,
+            "name": OAUTH_PROVIDER_NAME.value,
+        }
+
+
+load_oauth_providers()
+
 ####################################
 # Static DIR
 ####################################
 
 STATIC_DIR = Path(os.getenv("STATIC_DIR", BACKEND_DIR / "static")).resolve()
 
-frontend_favicon = FRONTEND_BUILD_DIR / "favicon.png"
+frontend_favicon = FRONTEND_BUILD_DIR / "static" / "favicon.png"
+
 if frontend_favicon.exists():
-    shutil.copyfile(frontend_favicon, STATIC_DIR / "favicon.png")
+    try:
+        shutil.copyfile(frontend_favicon, STATIC_DIR / "favicon.png")
+    except Exception as e:
+        logging.error(f"An error occurred: {e}")
 else:
     logging.warning(f"Frontend favicon not found at {frontend_favicon}")
 
+frontend_splash = FRONTEND_BUILD_DIR / "static" / "splash.png"
+
+if frontend_splash.exists():
+    try:
+        shutil.copyfile(frontend_splash, STATIC_DIR / "splash.png")
+    except Exception as e:
+        logging.error(f"An error occurred: {e}")
+else:
+    logging.warning(f"Frontend splash not found at {frontend_splash}")
+
+
 ####################################
 # CUSTOM_NAME
 ####################################
@@ -334,6 +495,19 @@ if CUSTOM_NAME:
                         r.raw.decode_content = True
                         shutil.copyfileobj(r.raw, f)
 
+            if "splash" in data:
+                url = (
+                    f"https://api.openwebui.com{data['splash']}"
+                    if data["splash"][0] == "/"
+                    else data["splash"]
+                )
+
+                r = requests.get(url, stream=True)
+                if r.status_code == 200:
+                    with open(f"{STATIC_DIR}/splash.png", "wb") as f:
+                        r.raw.decode_content = True
+                        shutil.copyfileobj(r.raw, f)
+
             WEBUI_NAME = data["name"]
     except Exception as e:
         log.exception(e)
@@ -364,6 +538,22 @@ DOCS_DIR = os.getenv("DOCS_DIR", f"{DATA_DIR}/docs")
 Path(DOCS_DIR).mkdir(parents=True, exist_ok=True)
 
 
+####################################
+# Tools DIR
+####################################
+
+TOOLS_DIR = os.getenv("TOOLS_DIR", f"{DATA_DIR}/tools")
+Path(TOOLS_DIR).mkdir(parents=True, exist_ok=True)
+
+
+####################################
+# Functions DIR
+####################################
+
+FUNCTIONS_DIR = os.getenv("FUNCTIONS_DIR", f"{DATA_DIR}/functions")
+Path(FUNCTIONS_DIR).mkdir(parents=True, exist_ok=True)
+
+
 ####################################
 # LITELLM_CONFIG
 ####################################
@@ -413,6 +603,17 @@ OLLAMA_API_BASE_URL = os.environ.get(
 )
 
 OLLAMA_BASE_URL = os.environ.get("OLLAMA_BASE_URL", "")
+AIOHTTP_CLIENT_TIMEOUT = os.environ.get("AIOHTTP_CLIENT_TIMEOUT", "")
+
+if AIOHTTP_CLIENT_TIMEOUT == "":
+    AIOHTTP_CLIENT_TIMEOUT = None
+else:
+    try:
+        AIOHTTP_CLIENT_TIMEOUT = int(AIOHTTP_CLIENT_TIMEOUT)
+    except:
+        AIOHTTP_CLIENT_TIMEOUT = 300
+
+
 K8S_FLAG = os.environ.get("K8S_FLAG", "")
 USE_OLLAMA_DOCKER = os.environ.get("USE_OLLAMA_DOCKER", "false")
 
@@ -507,6 +708,13 @@ ENABLE_SIGNUP = PersistentConfig(
         else os.environ.get("ENABLE_SIGNUP", "True").lower() == "true"
     ),
 )
+
+DEFAULT_LOCALE = PersistentConfig(
+    "DEFAULT_LOCALE",
+    "ui.default_locale",
+    os.environ.get("DEFAULT_LOCALE", ""),
+)
+
 DEFAULT_MODELS = PersistentConfig(
     "DEFAULT_MODELS", "ui.default_models", os.environ.get("DEFAULT_MODELS", None)
 )
@@ -595,12 +803,101 @@ class BannerModel(BaseModel):
     timestamp: int
 
 
-WEBUI_BANNERS = PersistentConfig(
-    "WEBUI_BANNERS",
-    "ui.banners",
-    [BannerModel(**banner) for banner in json.loads("[]")],
+try:
+    banners = json.loads(os.environ.get("WEBUI_BANNERS", "[]"))
+    banners = [BannerModel(**banner) for banner in banners]
+except Exception as e:
+    print(f"Error loading WEBUI_BANNERS: {e}")
+    banners = []
+
+WEBUI_BANNERS = PersistentConfig("WEBUI_BANNERS", "ui.banners", banners)
+
+
+SHOW_ADMIN_DETAILS = PersistentConfig(
+    "SHOW_ADMIN_DETAILS",
+    "auth.admin.show",
+    os.environ.get("SHOW_ADMIN_DETAILS", "true").lower() == "true",
 )
 
+ADMIN_EMAIL = PersistentConfig(
+    "ADMIN_EMAIL",
+    "auth.admin.email",
+    os.environ.get("ADMIN_EMAIL", None),
+)
+
+
+####################################
+# TASKS
+####################################
+
+
+TASK_MODEL = PersistentConfig(
+    "TASK_MODEL",
+    "task.model.default",
+    os.environ.get("TASK_MODEL", ""),
+)
+
+TASK_MODEL_EXTERNAL = PersistentConfig(
+    "TASK_MODEL_EXTERNAL",
+    "task.model.external",
+    os.environ.get("TASK_MODEL_EXTERNAL", ""),
+)
+
+TITLE_GENERATION_PROMPT_TEMPLATE = PersistentConfig(
+    "TITLE_GENERATION_PROMPT_TEMPLATE",
+    "task.title.prompt_template",
+    os.environ.get(
+        "TITLE_GENERATION_PROMPT_TEMPLATE",
+        """Here is the query:
+{{prompt:middletruncate:8000}}
+
+Create a concise, 3-5 word phrase with an emoji as a title for the previous query. Suitable Emojis for the summary can be used to enhance understanding but avoid quotation marks or special formatting. RESPOND ONLY WITH THE TITLE TEXT.
+
+Examples of titles:
+📉 Stock Market Trends
+🍪 Perfect Chocolate Chip Recipe
+Evolution of Music Streaming
+Remote Work Productivity Tips
+Artificial Intelligence in Healthcare
+🎮 Video Game Development Insights""",
+    ),
+)
+
+
+SEARCH_QUERY_GENERATION_PROMPT_TEMPLATE = PersistentConfig(
+    "SEARCH_QUERY_GENERATION_PROMPT_TEMPLATE",
+    "task.search.prompt_template",
+    os.environ.get(
+        "SEARCH_QUERY_GENERATION_PROMPT_TEMPLATE",
+        """You are tasked with generating web search queries. Give me an appropriate query to answer my question for google search. Answer with only the query. Today is {{CURRENT_DATE}}.
+        
+Question:
+{{prompt:end:4000}}""",
+    ),
+)
+
+SEARCH_QUERY_PROMPT_LENGTH_THRESHOLD = PersistentConfig(
+    "SEARCH_QUERY_PROMPT_LENGTH_THRESHOLD",
+    "task.search.prompt_length_threshold",
+    int(
+        os.environ.get(
+            "SEARCH_QUERY_PROMPT_LENGTH_THRESHOLD",
+            100,
+        )
+    ),
+)
+
+TOOLS_FUNCTION_CALLING_PROMPT_TEMPLATE = PersistentConfig(
+    "TOOLS_FUNCTION_CALLING_PROMPT_TEMPLATE",
+    "task.tools.prompt_template",
+    os.environ.get(
+        "TOOLS_FUNCTION_CALLING_PROMPT_TEMPLATE",
+        """Tools: {{TOOLS}}
+If a function tool doesn't match the query, return an empty string. Else, pick a function tool, fill in the parameters from the function tool's schema, and return it in the format { "name": \"functionName\", "parameters": { "key": "value" } }. Only pick a function if the user asks.  Only return the object. Do not return any other text.""",
+    ),
+)
+
+
 ####################################
 # WEBUI_SECRET_KEY
 ####################################
@@ -612,9 +909,35 @@ WEBUI_SECRET_KEY = os.environ.get(
     ),  # DEPRECATED: remove at next major version
 )
 
+WEBUI_SESSION_COOKIE_SAME_SITE = os.environ.get(
+    "WEBUI_SESSION_COOKIE_SAME_SITE",
+    os.environ.get("WEBUI_SESSION_COOKIE_SAME_SITE", "lax"),
+)
+
+WEBUI_SESSION_COOKIE_SECURE = os.environ.get(
+    "WEBUI_SESSION_COOKIE_SECURE",
+    os.environ.get("WEBUI_SESSION_COOKIE_SECURE", "false").lower() == "true",
+)
+
 if WEBUI_AUTH and WEBUI_SECRET_KEY == "":
     raise ValueError(ERROR_MESSAGES.ENV_VAR_NOT_FOUND)
 
+####################################
+# RAG document content extraction
+####################################
+
+CONTENT_EXTRACTION_ENGINE = PersistentConfig(
+    "CONTENT_EXTRACTION_ENGINE",
+    "rag.CONTENT_EXTRACTION_ENGINE",
+    os.environ.get("CONTENT_EXTRACTION_ENGINE", "").lower(),
+)
+
+TIKA_SERVER_URL = PersistentConfig(
+    "TIKA_SERVER_URL",
+    "rag.tika_server_url",
+    os.getenv("TIKA_SERVER_URL", "http://tika:9998"),  # Default for sidecar deployment
+)
+
 ####################################
 # RAG
 ####################################
@@ -683,6 +1006,12 @@ RAG_EMBEDDING_MODEL_TRUST_REMOTE_CODE = (
     os.environ.get("RAG_EMBEDDING_MODEL_TRUST_REMOTE_CODE", "").lower() == "true"
 )
 
+RAG_EMBEDDING_OPENAI_BATCH_SIZE = PersistentConfig(
+    "RAG_EMBEDDING_OPENAI_BATCH_SIZE",
+    "rag.embedding_openai_batch_size",
+    os.environ.get("RAG_EMBEDDING_OPENAI_BATCH_SIZE", 1),
+)
+
 RAG_RERANKING_MODEL = PersistentConfig(
     "RAG_RERANKING_MODEL",
     "rag.reranking_model",
@@ -790,6 +1119,18 @@ RAG_WEB_SEARCH_ENGINE = PersistentConfig(
     os.getenv("RAG_WEB_SEARCH_ENGINE", ""),
 )
 
+# You can provide a list of your own websites to filter after performing a web search.
+# This ensures the highest level of safety and reliability of the information sources.
+RAG_WEB_SEARCH_DOMAIN_FILTER_LIST = PersistentConfig(
+    "RAG_WEB_SEARCH_DOMAIN_FILTER_LIST",
+    "rag.rag.web.search.domain.filter_list",
+    [
+        # "wikipedia.com",
+        # "wikimedia.org",
+        # "wikidata.org",
+    ],
+)
+
 SEARXNG_QUERY_URL = PersistentConfig(
     "SEARXNG_QUERY_URL",
     "rag.web.search.searxng_query_url",
@@ -832,6 +1173,17 @@ SERPER_API_KEY = PersistentConfig(
     os.getenv("SERPER_API_KEY", ""),
 )
 
+SERPLY_API_KEY = PersistentConfig(
+    "SERPLY_API_KEY",
+    "rag.web.search.serply_api_key",
+    os.getenv("SERPLY_API_KEY", ""),
+)
+
+TAVILY_API_KEY = PersistentConfig(
+    "TAVILY_API_KEY",
+    "rag.web.search.tavily_api_key",
+    os.getenv("TAVILY_API_KEY", ""),
+)
 
 RAG_WEB_SEARCH_RESULT_COUNT = PersistentConfig(
     "RAG_WEB_SEARCH_RESULT_COUNT",
@@ -877,6 +1229,11 @@ AUTOMATIC1111_BASE_URL = PersistentConfig(
     "image_generation.automatic1111.base_url",
     os.getenv("AUTOMATIC1111_BASE_URL", ""),
 )
+AUTOMATIC1111_API_AUTH = PersistentConfig(
+    "AUTOMATIC1111_API_AUTH",
+    "image_generation.automatic1111.api_auth",
+    os.getenv("AUTOMATIC1111_API_AUTH", ""),
+)
 
 COMFYUI_BASE_URL = PersistentConfig(
     "COMFYUI_BASE_URL",
@@ -884,6 +1241,30 @@ COMFYUI_BASE_URL = PersistentConfig(
     os.getenv("COMFYUI_BASE_URL", ""),
 )
 
+COMFYUI_CFG_SCALE = PersistentConfig(
+    "COMFYUI_CFG_SCALE",
+    "image_generation.comfyui.cfg_scale",
+    os.getenv("COMFYUI_CFG_SCALE", ""),
+)
+
+COMFYUI_SAMPLER = PersistentConfig(
+    "COMFYUI_SAMPLER",
+    "image_generation.comfyui.sampler",
+    os.getenv("COMFYUI_SAMPLER", ""),
+)
+
+COMFYUI_SCHEDULER = PersistentConfig(
+    "COMFYUI_SCHEDULER",
+    "image_generation.comfyui.scheduler",
+    os.getenv("COMFYUI_SCHEDULER", ""),
+)
+
+COMFYUI_SD3 = PersistentConfig(
+    "COMFYUI_SD3",
+    "image_generation.comfyui.sd3",
+    os.environ.get("COMFYUI_SD3", "").lower() == "true",
+)
+
 IMAGES_OPENAI_API_BASE_URL = PersistentConfig(
     "IMAGES_OPENAI_API_BASE_URL",
     "image_generation.openai.api_base_url",
@@ -913,25 +1294,59 @@ IMAGE_GENERATION_MODEL = PersistentConfig(
 # Audio
 ####################################
 
-AUDIO_OPENAI_API_BASE_URL = PersistentConfig(
-    "AUDIO_OPENAI_API_BASE_URL",
-    "audio.openai.api_base_url",
-    os.getenv("AUDIO_OPENAI_API_BASE_URL", OPENAI_API_BASE_URL),
+AUDIO_STT_OPENAI_API_BASE_URL = PersistentConfig(
+    "AUDIO_STT_OPENAI_API_BASE_URL",
+    "audio.stt.openai.api_base_url",
+    os.getenv("AUDIO_STT_OPENAI_API_BASE_URL", OPENAI_API_BASE_URL),
 )
-AUDIO_OPENAI_API_KEY = PersistentConfig(
-    "AUDIO_OPENAI_API_KEY",
-    "audio.openai.api_key",
-    os.getenv("AUDIO_OPENAI_API_KEY", OPENAI_API_KEY),
+
+AUDIO_STT_OPENAI_API_KEY = PersistentConfig(
+    "AUDIO_STT_OPENAI_API_KEY",
+    "audio.stt.openai.api_key",
+    os.getenv("AUDIO_STT_OPENAI_API_KEY", OPENAI_API_KEY),
 )
-AUDIO_OPENAI_API_MODEL = PersistentConfig(
-    "AUDIO_OPENAI_API_MODEL",
-    "audio.openai.api_model",
-    os.getenv("AUDIO_OPENAI_API_MODEL", "tts-1"),
+
+AUDIO_STT_ENGINE = PersistentConfig(
+    "AUDIO_STT_ENGINE",
+    "audio.stt.engine",
+    os.getenv("AUDIO_STT_ENGINE", ""),
 )
-AUDIO_OPENAI_API_VOICE = PersistentConfig(
-    "AUDIO_OPENAI_API_VOICE",
-    "audio.openai.api_voice",
-    os.getenv("AUDIO_OPENAI_API_VOICE", "alloy"),
+
+AUDIO_STT_MODEL = PersistentConfig(
+    "AUDIO_STT_MODEL",
+    "audio.stt.model",
+    os.getenv("AUDIO_STT_MODEL", "whisper-1"),
+)
+
+AUDIO_TTS_OPENAI_API_BASE_URL = PersistentConfig(
+    "AUDIO_TTS_OPENAI_API_BASE_URL",
+    "audio.tts.openai.api_base_url",
+    os.getenv("AUDIO_TTS_OPENAI_API_BASE_URL", OPENAI_API_BASE_URL),
+)
+AUDIO_TTS_OPENAI_API_KEY = PersistentConfig(
+    "AUDIO_TTS_OPENAI_API_KEY",
+    "audio.tts.openai.api_key",
+    os.getenv("AUDIO_TTS_OPENAI_API_KEY", OPENAI_API_KEY),
+)
+
+
+AUDIO_TTS_ENGINE = PersistentConfig(
+    "AUDIO_TTS_ENGINE",
+    "audio.tts.engine",
+    os.getenv("AUDIO_TTS_ENGINE", ""),
+)
+
+
+AUDIO_TTS_MODEL = PersistentConfig(
+    "AUDIO_TTS_MODEL",
+    "audio.tts.model",
+    os.getenv("AUDIO_TTS_MODEL", "tts-1"),
+)
+
+AUDIO_TTS_VOICE = PersistentConfig(
+    "AUDIO_TTS_VOICE",
+    "audio.tts.voice",
+    os.getenv("AUDIO_TTS_VOICE", "alloy"),
 )
 
 
@@ -940,3 +1355,7 @@ AUDIO_OPENAI_API_VOICE = PersistentConfig(
 ####################################
 
 DATABASE_URL = os.environ.get("DATABASE_URL", f"sqlite:///{DATA_DIR}/webui.db")
+
+# Replace the postgres:// with postgresql://
+if "postgres://" in DATABASE_URL:
+    DATABASE_URL = DATABASE_URL.replace("postgres://", "postgresql://")

backend/constants.py

@@ -32,6 +32,7 @@ class ERROR_MESSAGES(str, Enum):
     COMMAND_TAKEN = "Uh-oh! This command is already registered. Please choose another command string."
     FILE_EXISTS = "Uh-oh! This file is already registered. Please choose another file."
 
+    ID_TAKEN = "Uh-oh! This id is already registered. Please choose another id string."
     MODEL_ID_TAKEN = "Uh-oh! This model id is already registered. Please choose another model id string."
 
     NAME_TAG_TAKEN = "Uh-oh! This name tag is already registered. Please choose another name tag string."
@@ -84,3 +85,18 @@ class ERROR_MESSAGES(str, Enum):
     WEB_SEARCH_ERROR = (
         lambda err="": f"{err if err else 'Oops! Something went wrong while searching the web.'}"
     )
+
+    OLLAMA_API_DISABLED = (
+        "The Ollama API is disabled. Please enable it to use this feature."
+    )
+
+
+class TASKS(str, Enum):
+    def __str__(self) -> str:
+        return super().__str__()
+
+    DEFAULT = lambda task="": f"{task if task else 'generation'}"
+    TITLE_GENERATION = "title_generation"
+    EMOJI_GENERATION = "emoji_generation"
+    QUERY_GENERATION = "query_generation"
+    FUNCTION_CALLING = "function_calling"

backend/data/config.json

@@ -1,7 +1,7 @@
 {
 	"version": 0,
 	"ui": {
-		"default_locale": "en-US",
+		"default_locale": "",
 		"prompt_suggestions": [
 			{
 				"title": ["Help me study", "vocabulary for a college entrance exam"],

backend/migrations/README

@@ -0,0 +1,4 @@
+Generic single-database configuration.
+
+Create new migrations with
+DATABASE_URL=<replace with actual url> alembic revision --autogenerate -m "a description"

backend/migrations/env.py

@@ -0,0 +1,96 @@
+import os
+from logging.config import fileConfig
+
+from sqlalchemy import engine_from_config
+from sqlalchemy import pool
+
+from alembic import context
+
+from apps.webui.models.auths import Auth
+from apps.webui.models.chats import Chat
+from apps.webui.models.documents import Document
+from apps.webui.models.memories import Memory
+from apps.webui.models.models import Model
+from apps.webui.models.prompts import Prompt
+from apps.webui.models.tags import Tag, ChatIdTag
+from apps.webui.models.tools import Tool
+from apps.webui.models.users import User
+from apps.webui.models.files import File
+from apps.webui.models.functions import Function
+
+from config import DATABASE_URL
+
+# this is the Alembic Config object, which provides
+# access to the values within the .ini file in use.
+config = context.config
+
+# Interpret the config file for Python logging.
+# This line sets up loggers basically.
+if config.config_file_name is not None:
+    fileConfig(config.config_file_name, disable_existing_loggers=False)
+
+# add your model's MetaData object here
+# for 'autogenerate' support
+# from myapp import mymodel
+# target_metadata = mymodel.Base.metadata
+target_metadata = Auth.metadata
+
+# other values from the config, defined by the needs of env.py,
+# can be acquired:
+# my_important_option = config.get_main_option("my_important_option")
+# ... etc.
+
+DB_URL = DATABASE_URL
+
+if DB_URL:
+    config.set_main_option("sqlalchemy.url", DB_URL.replace("%", "%%"))
+
+
+def run_migrations_offline() -> None:
+    """Run migrations in 'offline' mode.
+
+    This configures the context with just a URL
+    and not an Engine, though an Engine is acceptable
+    here as well.  By skipping the Engine creation
+    we don't even need a DBAPI to be available.
+
+    Calls to context.execute() here emit the given string to the
+    script output.
+
+    """
+    url = config.get_main_option("sqlalchemy.url")
+    context.configure(
+        url=url,
+        target_metadata=target_metadata,
+        literal_binds=True,
+        dialect_opts={"paramstyle": "named"},
+    )
+
+    with context.begin_transaction():
+        context.run_migrations()
+
+
+def run_migrations_online() -> None:
+    """Run migrations in 'online' mode.
+
+    In this scenario we need to create an Engine
+    and associate a connection with the context.
+
+    """
+    connectable = engine_from_config(
+        config.get_section(config.config_ini_section, {}),
+        prefix="sqlalchemy.",
+        poolclass=pool.NullPool,
+    )
+
+    with connectable.connect() as connection:
+        context.configure(connection=connection, target_metadata=target_metadata)
+
+        with context.begin_transaction():
+            context.run_migrations()
+
+
+if context.is_offline_mode():
+    run_migrations_offline()
+else:
+    run_migrations_online()

backend/migrations/script.py.mako

@@ -0,0 +1,27 @@
+"""${message}
+
+Revision ID: ${up_revision}
+Revises: ${down_revision | comma,n}
+Create Date: ${create_date}
+
+"""
+from typing import Sequence, Union
+
+from alembic import op
+import sqlalchemy as sa
+import apps.webui.internal.db
+${imports if imports else ""}
+
+# revision identifiers, used by Alembic.
+revision: str = ${repr(up_revision)}
+down_revision: Union[str, None] = ${repr(down_revision)}
+branch_labels: Union[str, Sequence[str], None] = ${repr(branch_labels)}
+depends_on: Union[str, Sequence[str], None] = ${repr(depends_on)}
+
+
+def upgrade() -> None:
+    ${upgrades if upgrades else "pass"}
+
+
+def downgrade() -> None:
+    ${downgrades if downgrades else "pass"}

backend/migrations/util.py

@@ -0,0 +1,9 @@
+from alembic import op
+from sqlalchemy import Inspector
+
+
+def get_existing_tables():
+    con = op.get_bind()
+    inspector = Inspector.from_engine(con)
+    tables = set(inspector.get_table_names())
+    return tables

backend/migrations/versions/7e5b5dc7342b_init.py

@@ -0,0 +1,202 @@
+"""init
+
+Revision ID: 7e5b5dc7342b
+Revises: 
+Create Date: 2024-06-24 13:15:33.808998
+
+"""
+
+from typing import Sequence, Union
+
+from alembic import op
+import sqlalchemy as sa
+import apps.webui.internal.db
+from migrations.util import get_existing_tables
+
+# revision identifiers, used by Alembic.
+revision: str = "7e5b5dc7342b"
+down_revision: Union[str, None] = None
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    existing_tables = set(get_existing_tables())
+
+    # ### commands auto generated by Alembic - please adjust! ###
+    if "auth" not in existing_tables:
+        op.create_table(
+            "auth",
+            sa.Column("id", sa.String(), nullable=False),
+            sa.Column("email", sa.String(), nullable=True),
+            sa.Column("password", sa.Text(), nullable=True),
+            sa.Column("active", sa.Boolean(), nullable=True),
+            sa.PrimaryKeyConstraint("id"),
+        )
+
+    if "chat" not in existing_tables:
+        op.create_table(
+            "chat",
+            sa.Column("id", sa.String(), nullable=False),
+            sa.Column("user_id", sa.String(), nullable=True),
+            sa.Column("title", sa.Text(), nullable=True),
+            sa.Column("chat", sa.Text(), nullable=True),
+            sa.Column("created_at", sa.BigInteger(), nullable=True),
+            sa.Column("updated_at", sa.BigInteger(), nullable=True),
+            sa.Column("share_id", sa.Text(), nullable=True),
+            sa.Column("archived", sa.Boolean(), nullable=True),
+            sa.PrimaryKeyConstraint("id"),
+            sa.UniqueConstraint("share_id"),
+        )
+
+    if "chatidtag" not in existing_tables:
+        op.create_table(
+            "chatidtag",
+            sa.Column("id", sa.String(), nullable=False),
+            sa.Column("tag_name", sa.String(), nullable=True),
+            sa.Column("chat_id", sa.String(), nullable=True),
+            sa.Column("user_id", sa.String(), nullable=True),
+            sa.Column("timestamp", sa.BigInteger(), nullable=True),
+            sa.PrimaryKeyConstraint("id"),
+        )
+
+    if "document" not in existing_tables:
+        op.create_table(
+            "document",
+            sa.Column("collection_name", sa.String(), nullable=False),
+            sa.Column("name", sa.String(), nullable=True),
+            sa.Column("title", sa.Text(), nullable=True),
+            sa.Column("filename", sa.Text(), nullable=True),
+            sa.Column("content", sa.Text(), nullable=True),
+            sa.Column("user_id", sa.String(), nullable=True),
+            sa.Column("timestamp", sa.BigInteger(), nullable=True),
+            sa.PrimaryKeyConstraint("collection_name"),
+            sa.UniqueConstraint("name"),
+        )
+
+    if "file" not in existing_tables:
+        op.create_table(
+            "file",
+            sa.Column("id", sa.String(), nullable=False),
+            sa.Column("user_id", sa.String(), nullable=True),
+            sa.Column("filename", sa.Text(), nullable=True),
+            sa.Column("meta", apps.webui.internal.db.JSONField(), nullable=True),
+            sa.Column("created_at", sa.BigInteger(), nullable=True),
+            sa.PrimaryKeyConstraint("id"),
+        )
+
+    if "function" not in existing_tables:
+        op.create_table(
+            "function",
+            sa.Column("id", sa.String(), nullable=False),
+            sa.Column("user_id", sa.String(), nullable=True),
+            sa.Column("name", sa.Text(), nullable=True),
+            sa.Column("type", sa.Text(), nullable=True),
+            sa.Column("content", sa.Text(), nullable=True),
+            sa.Column("meta", apps.webui.internal.db.JSONField(), nullable=True),
+            sa.Column("valves", apps.webui.internal.db.JSONField(), nullable=True),
+            sa.Column("is_active", sa.Boolean(), nullable=True),
+            sa.Column("is_global", sa.Boolean(), nullable=True),
+            sa.Column("updated_at", sa.BigInteger(), nullable=True),
+            sa.Column("created_at", sa.BigInteger(), nullable=True),
+            sa.PrimaryKeyConstraint("id"),
+        )
+
+    if "memory" not in existing_tables:
+        op.create_table(
+            "memory",
+            sa.Column("id", sa.String(), nullable=False),
+            sa.Column("user_id", sa.String(), nullable=True),
+            sa.Column("content", sa.Text(), nullable=True),
+            sa.Column("updated_at", sa.BigInteger(), nullable=True),
+            sa.Column("created_at", sa.BigInteger(), nullable=True),
+            sa.PrimaryKeyConstraint("id"),
+        )
+
+    if "model" not in existing_tables:
+        op.create_table(
+            "model",
+            sa.Column("id", sa.Text(), nullable=False),
+            sa.Column("user_id", sa.Text(), nullable=True),
+            sa.Column("base_model_id", sa.Text(), nullable=True),
+            sa.Column("name", sa.Text(), nullable=True),
+            sa.Column("params", apps.webui.internal.db.JSONField(), nullable=True),
+            sa.Column("meta", apps.webui.internal.db.JSONField(), nullable=True),
+            sa.Column("updated_at", sa.BigInteger(), nullable=True),
+            sa.Column("created_at", sa.BigInteger(), nullable=True),
+            sa.PrimaryKeyConstraint("id"),
+        )
+
+    if "prompt" not in existing_tables:
+        op.create_table(
+            "prompt",
+            sa.Column("command", sa.String(), nullable=False),
+            sa.Column("user_id", sa.String(), nullable=True),
+            sa.Column("title", sa.Text(), nullable=True),
+            sa.Column("content", sa.Text(), nullable=True),
+            sa.Column("timestamp", sa.BigInteger(), nullable=True),
+            sa.PrimaryKeyConstraint("command"),
+        )
+
+    if "tag" not in existing_tables:
+        op.create_table(
+            "tag",
+            sa.Column("id", sa.String(), nullable=False),
+            sa.Column("name", sa.String(), nullable=True),
+            sa.Column("user_id", sa.String(), nullable=True),
+            sa.Column("data", sa.Text(), nullable=True),
+            sa.PrimaryKeyConstraint("id"),
+        )
+
+    if "tool" not in existing_tables:
+        op.create_table(
+            "tool",
+            sa.Column("id", sa.String(), nullable=False),
+            sa.Column("user_id", sa.String(), nullable=True),
+            sa.Column("name", sa.Text(), nullable=True),
+            sa.Column("content", sa.Text(), nullable=True),
+            sa.Column("specs", apps.webui.internal.db.JSONField(), nullable=True),
+            sa.Column("meta", apps.webui.internal.db.JSONField(), nullable=True),
+            sa.Column("valves", apps.webui.internal.db.JSONField(), nullable=True),
+            sa.Column("updated_at", sa.BigInteger(), nullable=True),
+            sa.Column("created_at", sa.BigInteger(), nullable=True),
+            sa.PrimaryKeyConstraint("id"),
+        )
+
+    if "user" not in existing_tables:
+        op.create_table(
+            "user",
+            sa.Column("id", sa.String(), nullable=False),
+            sa.Column("name", sa.String(), nullable=True),
+            sa.Column("email", sa.String(), nullable=True),
+            sa.Column("role", sa.String(), nullable=True),
+            sa.Column("profile_image_url", sa.Text(), nullable=True),
+            sa.Column("last_active_at", sa.BigInteger(), nullable=True),
+            sa.Column("updated_at", sa.BigInteger(), nullable=True),
+            sa.Column("created_at", sa.BigInteger(), nullable=True),
+            sa.Column("api_key", sa.String(), nullable=True),
+            sa.Column("settings", apps.webui.internal.db.JSONField(), nullable=True),
+            sa.Column("info", apps.webui.internal.db.JSONField(), nullable=True),
+            sa.Column("oauth_sub", sa.Text(), nullable=True),
+            sa.PrimaryKeyConstraint("id"),
+            sa.UniqueConstraint("api_key"),
+            sa.UniqueConstraint("oauth_sub"),
+        )
+    # ### end Alembic commands ###
+
+
+def downgrade() -> None:
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.drop_table("user")
+    op.drop_table("tool")
+    op.drop_table("tag")
+    op.drop_table("prompt")
+    op.drop_table("model")
+    op.drop_table("memory")
+    op.drop_table("function")
+    op.drop_table("file")
+    op.drop_table("document")
+    op.drop_table("chatidtag")
+    op.drop_table("chat")
+    op.drop_table("auth")
+    # ### end Alembic commands ###

backend/requirements.txt

@@ -1,49 +1,59 @@
 fastapi==0.111.0
 uvicorn[standard]==0.22.0
-pydantic==2.7.1
+pydantic==2.8.2
 python-multipart==0.0.9
 
 Flask==3.0.3
 Flask-Cors==4.0.1
 
-python-socketio==5.11.2
+python-socketio==5.11.3
 python-jose==3.3.0
 passlib[bcrypt]==1.7.4
 
-requests==2.32.2
+requests==2.32.3
 aiohttp==3.9.5
-peewee==3.17.5
+sqlalchemy==2.0.31
+alembic==1.13.2
+peewee==3.17.6
 peewee-migrate==1.12.2
 psycopg2-binary==2.9.9
 PyMySQL==1.1.1
 bcrypt==4.1.3
-
+SQLAlchemy
+pymongo
+redis
 boto3==1.34.110
 
 argon2-cffi==23.1.0
 APScheduler==3.10.4
-google-generativeai==0.5.4
 
-langchain==0.2.0
-langchain-community==0.2.0
-langchain-chroma==0.1.1
+# AI libraries
+openai
+anthropic
+google-generativeai==0.5.4
+tiktoken
+
+langchain==0.2.6
+langchain-community==0.2.6
+langchain-chroma==0.1.2
 
 fake-useragent==1.5.1
-chromadb==0.5.0
-sentence-transformers==2.7.0
+chromadb==0.5.4
+sentence-transformers==3.0.1
 pypdf==4.2.0
 docx2txt==0.8
 python-pptx==0.6.23
-unstructured==0.14.0
+unstructured==0.14.10
 Markdown==3.6
 pypandoc==1.13
 pandas==2.2.2
-openpyxl==3.1.2
+openpyxl==3.1.5
 pyxlsb==1.0.10
 xlrd==2.0.1
 validators==0.28.1
+psutil
 
-opencv-python-headless==4.9.0.80
+opencv-python-headless==4.10.0.84
 rapidocr-onnxruntime==1.3.22
 
 fpdf2==2.7.9
@@ -52,8 +62,18 @@ rank-bm25==0.2.2
 faster-whisper==1.0.2
 
 PyJWT[crypto]==2.8.0
+authlib==1.3.1
 
 black==24.4.2
-langfuse==2.33.0
+langfuse==2.38.0
 youtube-transcript-api==0.6.2
-pytube==15.0.0
+pytube==15.0.0
+
+extract_msg
+pydub
+duckduckgo-search~=6.1.12
+
+## Tests
+docker~=7.1.0
+pytest~=8.2.2
+pytest-docker~=3.1.1

backend/start.sh

@@ -20,12 +20,12 @@ if test "$WEBUI_SECRET_KEY $WEBUI_JWT_SECRET_KEY" = " "; then
   WEBUI_SECRET_KEY=$(cat "$KEY_FILE")
 fi
 
-if [ "$USE_OLLAMA_DOCKER" = "true" ]; then
+if [[ "${USE_OLLAMA_DOCKER,,}" == "true" ]]; then
     echo "USE_OLLAMA is set to true, starting ollama serve."
     ollama serve &
 fi
 
-if [ "$USE_CUDA_DOCKER" = "true" ]; then
+if [[ "${USE_CUDA_DOCKER,,}" == "true" ]]; then
   echo "CUDA is enabled, appending LD_LIBRARY_PATH to include torch/cudnn & cublas libraries."
   export LD_LIBRARY_PATH="$LD_LIBRARY_PATH:/usr/local/lib/python3.11/site-packages/torch/lib:/usr/local/lib/python3.11/site-packages/nvidia/cudnn/lib"
 fi

backend/start_windows.bat

@@ -8,6 +8,7 @@ cd /d "%SCRIPT_DIR%" || exit /b
 
 SET "KEY_FILE=.webui_secret_key"
 IF "%PORT%"=="" SET PORT=8080
+IF "%HOST%"=="" SET HOST=0.0.0.0
 SET "WEBUI_SECRET_KEY=%WEBUI_SECRET_KEY%"
 SET "WEBUI_JWT_SECRET_KEY=%WEBUI_JWT_SECRET_KEY%"
 
@@ -29,4 +30,4 @@ IF "%WEBUI_SECRET_KEY%%WEBUI_JWT_SECRET_KEY%" == " " (
 
 :: Execute uvicorn
 SET "WEBUI_SECRET_KEY=%WEBUI_SECRET_KEY%"
-uvicorn main:app --host 0.0.0.0 --port "%PORT%" --forwarded-allow-ips '*'
+uvicorn main:app --host "%HOST%" --port "%PORT%" --forwarded-allow-ips '*'

backend/test/apps/webui/routers/test_auths.py

@@ -0,0 +1,202 @@
+import pytest
+
+from test.util.abstract_integration_test import AbstractPostgresTest
+from test.util.mock_user import mock_webui_user
+
+
+class TestAuths(AbstractPostgresTest):
+    BASE_PATH = "/api/v1/auths"
+
+    def setup_class(cls):
+        super().setup_class()
+        from apps.webui.models.users import Users
+        from apps.webui.models.auths import Auths
+
+        cls.users = Users
+        cls.auths = Auths
+
+    def test_get_session_user(self):
+        with mock_webui_user():
+            response = self.fast_api_client.get(self.create_url(""))
+        assert response.status_code == 200
+        assert response.json() == {
+            "id": "1",
+            "name": "John Doe",
+            "email": "john.doe@openwebui.com",
+            "role": "user",
+            "profile_image_url": "/user.png",
+        }
+
+    def test_update_profile(self):
+        from utils.utils import get_password_hash
+
+        user = self.auths.insert_new_auth(
+            email="john.doe@openwebui.com",
+            password=get_password_hash("old_password"),
+            name="John Doe",
+            profile_image_url="/user.png",
+            role="user",
+        )
+
+        with mock_webui_user(id=user.id):
+            response = self.fast_api_client.post(
+                self.create_url("/update/profile"),
+                json={"name": "John Doe 2", "profile_image_url": "/user2.png"},
+            )
+        assert response.status_code == 200
+        db_user = self.users.get_user_by_id(user.id)
+        assert db_user.name == "John Doe 2"
+        assert db_user.profile_image_url == "/user2.png"
+
+    def test_update_password(self):
+        from utils.utils import get_password_hash
+
+        user = self.auths.insert_new_auth(
+            email="john.doe@openwebui.com",
+            password=get_password_hash("old_password"),
+            name="John Doe",
+            profile_image_url="/user.png",
+            role="user",
+        )
+
+        with mock_webui_user(id=user.id):
+            response = self.fast_api_client.post(
+                self.create_url("/update/password"),
+                json={"password": "old_password", "new_password": "new_password"},
+            )
+        assert response.status_code == 200
+
+        old_auth = self.auths.authenticate_user(
+            "john.doe@openwebui.com", "old_password"
+        )
+        assert old_auth is None
+        new_auth = self.auths.authenticate_user(
+            "john.doe@openwebui.com", "new_password"
+        )
+        assert new_auth is not None
+
+    def test_signin(self):
+        from utils.utils import get_password_hash
+
+        user = self.auths.insert_new_auth(
+            email="john.doe@openwebui.com",
+            password=get_password_hash("password"),
+            name="John Doe",
+            profile_image_url="/user.png",
+            role="user",
+        )
+        response = self.fast_api_client.post(
+            self.create_url("/signin"),
+            json={"email": "john.doe@openwebui.com", "password": "password"},
+        )
+        assert response.status_code == 200
+        data = response.json()
+        assert data["id"] == user.id
+        assert data["name"] == "John Doe"
+        assert data["email"] == "john.doe@openwebui.com"
+        assert data["role"] == "user"
+        assert data["profile_image_url"] == "/user.png"
+        assert data["token"] is not None and len(data["token"]) > 0
+        assert data["token_type"] == "Bearer"
+
+    def test_signup(self):
+        response = self.fast_api_client.post(
+            self.create_url("/signup"),
+            json={
+                "name": "John Doe",
+                "email": "john.doe@openwebui.com",
+                "password": "password",
+            },
+        )
+        assert response.status_code == 200
+        data = response.json()
+        assert data["id"] is not None and len(data["id"]) > 0
+        assert data["name"] == "John Doe"
+        assert data["email"] == "john.doe@openwebui.com"
+        assert data["role"] in ["admin", "user", "pending"]
+        assert data["profile_image_url"] == "/user.png"
+        assert data["token"] is not None and len(data["token"]) > 0
+        assert data["token_type"] == "Bearer"
+
+    def test_add_user(self):
+        with mock_webui_user():
+            response = self.fast_api_client.post(
+                self.create_url("/add"),
+                json={
+                    "name": "John Doe 2",
+                    "email": "john.doe2@openwebui.com",
+                    "password": "password2",
+                    "role": "admin",
+                },
+            )
+        assert response.status_code == 200
+        data = response.json()
+        assert data["id"] is not None and len(data["id"]) > 0
+        assert data["name"] == "John Doe 2"
+        assert data["email"] == "john.doe2@openwebui.com"
+        assert data["role"] == "admin"
+        assert data["profile_image_url"] == "/user.png"
+        assert data["token"] is not None and len(data["token"]) > 0
+        assert data["token_type"] == "Bearer"
+
+    def test_get_admin_details(self):
+        self.auths.insert_new_auth(
+            email="john.doe@openwebui.com",
+            password="password",
+            name="John Doe",
+            profile_image_url="/user.png",
+            role="admin",
+        )
+        with mock_webui_user():
+            response = self.fast_api_client.get(self.create_url("/admin/details"))
+
+        assert response.status_code == 200
+        assert response.json() == {
+            "name": "John Doe",
+            "email": "john.doe@openwebui.com",
+        }
+
+    def test_create_api_key_(self):
+        user = self.auths.insert_new_auth(
+            email="john.doe@openwebui.com",
+            password="password",
+            name="John Doe",
+            profile_image_url="/user.png",
+            role="admin",
+        )
+        with mock_webui_user(id=user.id):
+            response = self.fast_api_client.post(self.create_url("/api_key"))
+        assert response.status_code == 200
+        data = response.json()
+        assert data["api_key"] is not None
+        assert len(data["api_key"]) > 0
+
+    def test_delete_api_key(self):
+        user = self.auths.insert_new_auth(
+            email="john.doe@openwebui.com",
+            password="password",
+            name="John Doe",
+            profile_image_url="/user.png",
+            role="admin",
+        )
+        self.users.update_user_api_key_by_id(user.id, "abc")
+        with mock_webui_user(id=user.id):
+            response = self.fast_api_client.delete(self.create_url("/api_key"))
+        assert response.status_code == 200
+        assert response.json() == True
+        db_user = self.users.get_user_by_id(user.id)
+        assert db_user.api_key is None
+
+    def test_get_api_key(self):
+        user = self.auths.insert_new_auth(
+            email="john.doe@openwebui.com",
+            password="password",
+            name="John Doe",
+            profile_image_url="/user.png",
+            role="admin",
+        )
+        self.users.update_user_api_key_by_id(user.id, "abc")
+        with mock_webui_user(id=user.id):
+            response = self.fast_api_client.get(self.create_url("/api_key"))
+        assert response.status_code == 200
+        assert response.json() == {"api_key": "abc"}

backend/test/apps/webui/routers/test_chats.py

@@ -0,0 +1,238 @@
+import uuid
+
+from test.util.abstract_integration_test import AbstractPostgresTest
+from test.util.mock_user import mock_webui_user
+
+
+class TestChats(AbstractPostgresTest):
+
+    BASE_PATH = "/api/v1/chats"
+
+    def setup_class(cls):
+        super().setup_class()
+
+    def setup_method(self):
+        super().setup_method()
+        from apps.webui.models.chats import ChatForm
+        from apps.webui.models.chats import Chats
+
+        self.chats = Chats
+        self.chats.insert_new_chat(
+            "2",
+            ChatForm(
+                **{
+                    "chat": {
+                        "name": "chat1",
+                        "description": "chat1 description",
+                        "tags": ["tag1", "tag2"],
+                        "history": {"currentId": "1", "messages": []},
+                    }
+                }
+            ),
+        )
+
+    def test_get_session_user_chat_list(self):
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.get(self.create_url("/"))
+        assert response.status_code == 200
+        first_chat = response.json()[0]
+        assert first_chat["id"] is not None
+        assert first_chat["title"] == "New Chat"
+        assert first_chat["created_at"] is not None
+        assert first_chat["updated_at"] is not None
+
+    def test_delete_all_user_chats(self):
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.delete(self.create_url("/"))
+        assert response.status_code == 200
+        assert len(self.chats.get_chats()) == 0
+
+    def test_get_user_chat_list_by_user_id(self):
+        with mock_webui_user(id="3"):
+            response = self.fast_api_client.get(self.create_url("/list/user/2"))
+        assert response.status_code == 200
+        first_chat = response.json()[0]
+        assert first_chat["id"] is not None
+        assert first_chat["title"] == "New Chat"
+        assert first_chat["created_at"] is not None
+        assert first_chat["updated_at"] is not None
+
+    def test_create_new_chat(self):
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.post(
+                self.create_url("/new"),
+                json={
+                    "chat": {
+                        "name": "chat2",
+                        "description": "chat2 description",
+                        "tags": ["tag1", "tag2"],
+                    }
+                },
+            )
+        assert response.status_code == 200
+        data = response.json()
+        assert data["archived"] is False
+        assert data["chat"] == {
+            "name": "chat2",
+            "description": "chat2 description",
+            "tags": ["tag1", "tag2"],
+        }
+        assert data["user_id"] == "2"
+        assert data["id"] is not None
+        assert data["share_id"] is None
+        assert data["title"] == "New Chat"
+        assert data["updated_at"] is not None
+        assert data["created_at"] is not None
+        assert len(self.chats.get_chats()) == 2
+
+    def test_get_user_chats(self):
+        self.test_get_session_user_chat_list()
+
+    def test_get_user_archived_chats(self):
+        self.chats.archive_all_chats_by_user_id("2")
+        from apps.webui.internal.db import Session
+
+        Session.commit()
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.get(self.create_url("/all/archived"))
+        assert response.status_code == 200
+        first_chat = response.json()[0]
+        assert first_chat["id"] is not None
+        assert first_chat["title"] == "New Chat"
+        assert first_chat["created_at"] is not None
+        assert first_chat["updated_at"] is not None
+
+    def test_get_all_user_chats_in_db(self):
+        with mock_webui_user(id="4"):
+            response = self.fast_api_client.get(self.create_url("/all/db"))
+        assert response.status_code == 200
+        assert len(response.json()) == 1
+
+    def test_get_archived_session_user_chat_list(self):
+        self.test_get_user_archived_chats()
+
+    def test_archive_all_chats(self):
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.post(self.create_url("/archive/all"))
+        assert response.status_code == 200
+        assert len(self.chats.get_archived_chats_by_user_id("2")) == 1
+
+    def test_get_shared_chat_by_id(self):
+        chat_id = self.chats.get_chats()[0].id
+        self.chats.update_chat_share_id_by_id(chat_id, chat_id)
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.get(self.create_url(f"/share/{chat_id}"))
+        assert response.status_code == 200
+        data = response.json()
+        assert data["id"] == chat_id
+        assert data["chat"] == {
+            "name": "chat1",
+            "description": "chat1 description",
+            "tags": ["tag1", "tag2"],
+            "history": {"currentId": "1", "messages": []},
+        }
+        assert data["id"] == chat_id
+        assert data["share_id"] == chat_id
+        assert data["title"] == "New Chat"
+
+    def test_get_chat_by_id(self):
+        chat_id = self.chats.get_chats()[0].id
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.get(self.create_url(f"/{chat_id}"))
+        assert response.status_code == 200
+        data = response.json()
+        assert data["id"] == chat_id
+        assert data["chat"] == {
+            "name": "chat1",
+            "description": "chat1 description",
+            "tags": ["tag1", "tag2"],
+            "history": {"currentId": "1", "messages": []},
+        }
+        assert data["share_id"] is None
+        assert data["title"] == "New Chat"
+        assert data["user_id"] == "2"
+
+    def test_update_chat_by_id(self):
+        chat_id = self.chats.get_chats()[0].id
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.post(
+                self.create_url(f"/{chat_id}"),
+                json={
+                    "chat": {
+                        "name": "chat2",
+                        "description": "chat2 description",
+                        "tags": ["tag2", "tag4"],
+                        "title": "Just another title",
+                    }
+                },
+            )
+        assert response.status_code == 200
+        data = response.json()
+        assert data["id"] == chat_id
+        assert data["chat"] == {
+            "name": "chat2",
+            "title": "Just another title",
+            "description": "chat2 description",
+            "tags": ["tag2", "tag4"],
+            "history": {"currentId": "1", "messages": []},
+        }
+        assert data["share_id"] is None
+        assert data["title"] == "Just another title"
+        assert data["user_id"] == "2"
+
+    def test_delete_chat_by_id(self):
+        chat_id = self.chats.get_chats()[0].id
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.delete(self.create_url(f"/{chat_id}"))
+        assert response.status_code == 200
+        assert response.json() is True
+
+    def test_clone_chat_by_id(self):
+        chat_id = self.chats.get_chats()[0].id
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.get(self.create_url(f"/{chat_id}/clone"))
+
+        assert response.status_code == 200
+        data = response.json()
+        assert data["id"] != chat_id
+        assert data["chat"] == {
+            "branchPointMessageId": "1",
+            "description": "chat1 description",
+            "history": {"currentId": "1", "messages": []},
+            "name": "chat1",
+            "originalChatId": chat_id,
+            "tags": ["tag1", "tag2"],
+            "title": "Clone of New Chat",
+        }
+        assert data["share_id"] is None
+        assert data["title"] == "Clone of New Chat"
+        assert data["user_id"] == "2"
+
+    def test_archive_chat_by_id(self):
+        chat_id = self.chats.get_chats()[0].id
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.get(self.create_url(f"/{chat_id}/archive"))
+        assert response.status_code == 200
+
+        chat = self.chats.get_chat_by_id(chat_id)
+        assert chat.archived is True
+
+    def test_share_chat_by_id(self):
+        chat_id = self.chats.get_chats()[0].id
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.post(self.create_url(f"/{chat_id}/share"))
+        assert response.status_code == 200
+
+        chat = self.chats.get_chat_by_id(chat_id)
+        assert chat.share_id is not None
+
+    def test_delete_shared_chat_by_id(self):
+        chat_id = self.chats.get_chats()[0].id
+        share_id = str(uuid.uuid4())
+        self.chats.update_chat_share_id_by_id(chat_id, share_id)
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.delete(self.create_url(f"/{chat_id}/share"))
+        assert response.status_code
+
+        chat = self.chats.get_chat_by_id(chat_id)
+        assert chat.share_id is None

backend/test/apps/webui/routers/test_documents.py

@@ -0,0 +1,106 @@
+from test.util.abstract_integration_test import AbstractPostgresTest
+from test.util.mock_user import mock_webui_user
+
+
+class TestDocuments(AbstractPostgresTest):
+
+    BASE_PATH = "/api/v1/documents"
+
+    def setup_class(cls):
+        super().setup_class()
+        from apps.webui.models.documents import Documents
+
+        cls.documents = Documents
+
+    def test_documents(self):
+        # Empty database
+        assert len(self.documents.get_docs()) == 0
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.get(self.create_url("/"))
+        assert response.status_code == 200
+        assert len(response.json()) == 0
+
+        # Create a new document
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.post(
+                self.create_url("/create"),
+                json={
+                    "name": "doc_name",
+                    "title": "doc title",
+                    "collection_name": "custom collection",
+                    "filename": "doc_name.pdf",
+                    "content": "",
+                },
+            )
+        assert response.status_code == 200
+        assert response.json()["name"] == "doc_name"
+        assert len(self.documents.get_docs()) == 1
+
+        # Get the document
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.get(self.create_url("/doc?name=doc_name"))
+        assert response.status_code == 200
+        data = response.json()
+        assert data["collection_name"] == "custom collection"
+        assert data["name"] == "doc_name"
+        assert data["title"] == "doc title"
+        assert data["filename"] == "doc_name.pdf"
+        assert data["content"] == {}
+
+        # Create another document
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.post(
+                self.create_url("/create"),
+                json={
+                    "name": "doc_name 2",
+                    "title": "doc title 2",
+                    "collection_name": "custom collection 2",
+                    "filename": "doc_name2.pdf",
+                    "content": "",
+                },
+            )
+        assert response.status_code == 200
+        assert response.json()["name"] == "doc_name 2"
+        assert len(self.documents.get_docs()) == 2
+
+        # Get all documents
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.get(self.create_url("/"))
+        assert response.status_code == 200
+        assert len(response.json()) == 2
+
+        # Update the first document
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.post(
+                self.create_url("/doc/update?name=doc_name"),
+                json={"name": "doc_name rework", "title": "updated title"},
+            )
+        assert response.status_code == 200
+        data = response.json()
+        assert data["name"] == "doc_name rework"
+        assert data["title"] == "updated title"
+
+        # Tag the first document
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.post(
+                self.create_url("/doc/tags"),
+                json={
+                    "name": "doc_name rework",
+                    "tags": [{"name": "testing-tag"}, {"name": "another-tag"}],
+                },
+            )
+        assert response.status_code == 200
+        data = response.json()
+        assert data["name"] == "doc_name rework"
+        assert data["content"] == {
+            "tags": [{"name": "testing-tag"}, {"name": "another-tag"}]
+        }
+        assert len(self.documents.get_docs()) == 2
+
+        # Delete the first document
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.delete(
+                self.create_url("/doc/delete?name=doc_name rework")
+            )
+        assert response.status_code == 200
+        assert len(self.documents.get_docs()) == 1

backend/test/apps/webui/routers/test_models.py

@@ -0,0 +1,62 @@
+from test.util.abstract_integration_test import AbstractPostgresTest
+from test.util.mock_user import mock_webui_user
+
+
+class TestModels(AbstractPostgresTest):
+
+    BASE_PATH = "/api/v1/models"
+
+    def setup_class(cls):
+        super().setup_class()
+        from apps.webui.models.models import Model
+
+        cls.models = Model
+
+    def test_models(self):
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.get(self.create_url("/"))
+        assert response.status_code == 200
+        assert len(response.json()) == 0
+
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.post(
+                self.create_url("/add"),
+                json={
+                    "id": "my-model",
+                    "base_model_id": "base-model-id",
+                    "name": "Hello World",
+                    "meta": {
+                        "profile_image_url": "/static/favicon.png",
+                        "description": "description",
+                        "capabilities": None,
+                        "model_config": {},
+                    },
+                    "params": {},
+                },
+            )
+        assert response.status_code == 200
+
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.get(self.create_url("/"))
+        assert response.status_code == 200
+        assert len(response.json()) == 1
+
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.get(
+                self.create_url(query_params={"id": "my-model"})
+            )
+        assert response.status_code == 200
+        data = response.json()[0]
+        assert data["id"] == "my-model"
+        assert data["name"] == "Hello World"
+
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.delete(
+                self.create_url("/delete?id=my-model")
+            )
+        assert response.status_code == 200
+
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.get(self.create_url("/"))
+        assert response.status_code == 200
+        assert len(response.json()) == 0

backend/test/apps/webui/routers/test_prompts.py

@@ -0,0 +1,92 @@
+from test.util.abstract_integration_test import AbstractPostgresTest
+from test.util.mock_user import mock_webui_user
+
+
+class TestPrompts(AbstractPostgresTest):
+
+    BASE_PATH = "/api/v1/prompts"
+
+    def test_prompts(self):
+        # Get all prompts
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.get(self.create_url("/"))
+        assert response.status_code == 200
+        assert len(response.json()) == 0
+
+        # Create a two new prompts
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.post(
+                self.create_url("/create"),
+                json={
+                    "command": "/my-command",
+                    "title": "Hello World",
+                    "content": "description",
+                },
+            )
+        assert response.status_code == 200
+        with mock_webui_user(id="3"):
+            response = self.fast_api_client.post(
+                self.create_url("/create"),
+                json={
+                    "command": "/my-command2",
+                    "title": "Hello World 2",
+                    "content": "description 2",
+                },
+            )
+        assert response.status_code == 200
+
+        # Get all prompts
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.get(self.create_url("/"))
+        assert response.status_code == 200
+        assert len(response.json()) == 2
+
+        # Get prompt by command
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.get(self.create_url("/command/my-command"))
+        assert response.status_code == 200
+        data = response.json()
+        assert data["command"] == "/my-command"
+        assert data["title"] == "Hello World"
+        assert data["content"] == "description"
+        assert data["user_id"] == "2"
+
+        # Update prompt
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.post(
+                self.create_url("/command/my-command2/update"),
+                json={
+                    "command": "irrelevant for request",
+                    "title": "Hello World Updated",
+                    "content": "description Updated",
+                },
+            )
+        assert response.status_code == 200
+        data = response.json()
+        assert data["command"] == "/my-command2"
+        assert data["title"] == "Hello World Updated"
+        assert data["content"] == "description Updated"
+        assert data["user_id"] == "3"
+
+        # Get prompt by command
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.get(self.create_url("/command/my-command2"))
+        assert response.status_code == 200
+        data = response.json()
+        assert data["command"] == "/my-command2"
+        assert data["title"] == "Hello World Updated"
+        assert data["content"] == "description Updated"
+        assert data["user_id"] == "3"
+
+        # Delete prompt
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.delete(
+                self.create_url("/command/my-command/delete")
+            )
+        assert response.status_code == 200
+
+        # Get all prompts
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.get(self.create_url("/"))
+        assert response.status_code == 200
+        assert len(response.json()) == 1

backend/test/apps/webui/routers/test_users.py

@@ -0,0 +1,168 @@
+from test.util.abstract_integration_test import AbstractPostgresTest
+from test.util.mock_user import mock_webui_user
+
+
+def _get_user_by_id(data, param):
+    return next((item for item in data if item["id"] == param), None)
+
+
+def _assert_user(data, id, **kwargs):
+    user = _get_user_by_id(data, id)
+    assert user is not None
+    comparison_data = {
+        "name": f"user {id}",
+        "email": f"user{id}@openwebui.com",
+        "profile_image_url": f"/user{id}.png",
+        "role": "user",
+        **kwargs,
+    }
+    for key, value in comparison_data.items():
+        assert user[key] == value
+
+
+class TestUsers(AbstractPostgresTest):
+
+    BASE_PATH = "/api/v1/users"
+
+    def setup_class(cls):
+        super().setup_class()
+        from apps.webui.models.users import Users
+
+        cls.users = Users
+
+    def setup_method(self):
+        super().setup_method()
+        self.users.insert_new_user(
+            id="1",
+            name="user 1",
+            email="user1@openwebui.com",
+            profile_image_url="/user1.png",
+            role="user",
+        )
+        self.users.insert_new_user(
+            id="2",
+            name="user 2",
+            email="user2@openwebui.com",
+            profile_image_url="/user2.png",
+            role="user",
+        )
+
+    def test_users(self):
+        # Get all users
+        with mock_webui_user(id="3"):
+            response = self.fast_api_client.get(self.create_url(""))
+        assert response.status_code == 200
+        assert len(response.json()) == 2
+        data = response.json()
+        _assert_user(data, "1")
+        _assert_user(data, "2")
+
+        # update role
+        with mock_webui_user(id="3"):
+            response = self.fast_api_client.post(
+                self.create_url("/update/role"), json={"id": "2", "role": "admin"}
+            )
+        assert response.status_code == 200
+        _assert_user([response.json()], "2", role="admin")
+
+        # Get all users
+        with mock_webui_user(id="3"):
+            response = self.fast_api_client.get(self.create_url(""))
+        assert response.status_code == 200
+        assert len(response.json()) == 2
+        data = response.json()
+        _assert_user(data, "1")
+        _assert_user(data, "2", role="admin")
+
+        # Get (empty) user settings
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.get(self.create_url("/user/settings"))
+        assert response.status_code == 200
+        assert response.json() is None
+
+        # Update user settings
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.post(
+                self.create_url("/user/settings/update"),
+                json={
+                    "ui": {"attr1": "value1", "attr2": "value2"},
+                    "model_config": {"attr3": "value3", "attr4": "value4"},
+                },
+            )
+        assert response.status_code == 200
+
+        # Get user settings
+        with mock_webui_user(id="2"):
+            response = self.fast_api_client.get(self.create_url("/user/settings"))
+        assert response.status_code == 200
+        assert response.json() == {
+            "ui": {"attr1": "value1", "attr2": "value2"},
+            "model_config": {"attr3": "value3", "attr4": "value4"},
+        }
+
+        # Get (empty) user info
+        with mock_webui_user(id="1"):
+            response = self.fast_api_client.get(self.create_url("/user/info"))
+        assert response.status_code == 200
+        assert response.json() is None
+
+        # Update user info
+        with mock_webui_user(id="1"):
+            response = self.fast_api_client.post(
+                self.create_url("/user/info/update"),
+                json={"attr1": "value1", "attr2": "value2"},
+            )
+        assert response.status_code == 200
+
+        # Get user info
+        with mock_webui_user(id="1"):
+            response = self.fast_api_client.get(self.create_url("/user/info"))
+        assert response.status_code == 200
+        assert response.json() == {"attr1": "value1", "attr2": "value2"}
+
+        # Get user by id
+        with mock_webui_user(id="1"):
+            response = self.fast_api_client.get(self.create_url("/2"))
+        assert response.status_code == 200
+        assert response.json() == {"name": "user 2", "profile_image_url": "/user2.png"}
+
+        # Update user by id
+        with mock_webui_user(id="1"):
+            response = self.fast_api_client.post(
+                self.create_url("/2/update"),
+                json={
+                    "name": "user 2 updated",
+                    "email": "user2-updated@openwebui.com",
+                    "profile_image_url": "/user2-updated.png",
+                },
+            )
+        assert response.status_code == 200
+
+        # Get all users
+        with mock_webui_user(id="3"):
+            response = self.fast_api_client.get(self.create_url(""))
+        assert response.status_code == 200
+        assert len(response.json()) == 2
+        data = response.json()
+        _assert_user(data, "1")
+        _assert_user(
+            data,
+            "2",
+            role="admin",
+            name="user 2 updated",
+            email="user2-updated@openwebui.com",
+            profile_image_url="/user2-updated.png",
+        )
+
+        # Delete user by id
+        with mock_webui_user(id="1"):
+            response = self.fast_api_client.delete(self.create_url("/2"))
+        assert response.status_code == 200
+
+        # Get all users
+        with mock_webui_user(id="3"):
+            response = self.fast_api_client.get(self.create_url(""))
+        assert response.status_code == 200
+        assert len(response.json()) == 1
+        data = response.json()
+        _assert_user(data, "1")

backend/test/util/abstract_integration_test.py

@@ -0,0 +1,161 @@
+import logging
+import os
+import time
+
+import docker
+import pytest
+from docker import DockerClient
+from pytest_docker.plugin import get_docker_ip
+from fastapi.testclient import TestClient
+from sqlalchemy import text, create_engine
+
+
+log = logging.getLogger(__name__)
+
+
+def get_fast_api_client():
+    from main import app
+
+    with TestClient(app) as c:
+        return c
+
+
+class AbstractIntegrationTest:
+    BASE_PATH = None
+
+    def create_url(self, path="", query_params=None):
+        if self.BASE_PATH is None:
+            raise Exception("BASE_PATH is not set")
+        parts = self.BASE_PATH.split("/")
+        parts = [part.strip() for part in parts if part.strip() != ""]
+        path_parts = path.split("/")
+        path_parts = [part.strip() for part in path_parts if part.strip() != ""]
+        query_parts = ""
+        if query_params:
+            query_parts = "&".join(
+                [f"{key}={value}" for key, value in query_params.items()]
+            )
+            query_parts = f"?{query_parts}"
+        return "/".join(parts + path_parts) + query_parts
+
+    @classmethod
+    def setup_class(cls):
+        pass
+
+    def setup_method(self):
+        pass
+
+    @classmethod
+    def teardown_class(cls):
+        pass
+
+    def teardown_method(self):
+        pass
+
+
+class AbstractPostgresTest(AbstractIntegrationTest):
+    DOCKER_CONTAINER_NAME = "postgres-test-container-will-get-deleted"
+    docker_client: DockerClient
+
+    @classmethod
+    def _create_db_url(cls, env_vars_postgres: dict) -> str:
+        host = get_docker_ip()
+        user = env_vars_postgres["POSTGRES_USER"]
+        pw = env_vars_postgres["POSTGRES_PASSWORD"]
+        port = 8081
+        db = env_vars_postgres["POSTGRES_DB"]
+        return f"postgresql://{user}:{pw}@{host}:{port}/{db}"
+
+    @classmethod
+    def setup_class(cls):
+        super().setup_class()
+        try:
+            env_vars_postgres = {
+                "POSTGRES_USER": "user",
+                "POSTGRES_PASSWORD": "example",
+                "POSTGRES_DB": "openwebui",
+            }
+            cls.docker_client = docker.from_env()
+            cls.docker_client.containers.run(
+                "postgres:16.2",
+                detach=True,
+                environment=env_vars_postgres,
+                name=cls.DOCKER_CONTAINER_NAME,
+                ports={5432: ("0.0.0.0", 8081)},
+                command="postgres -c log_statement=all",
+            )
+            time.sleep(0.5)
+
+            database_url = cls._create_db_url(env_vars_postgres)
+            os.environ["DATABASE_URL"] = database_url
+            retries = 10
+            db = None
+            while retries > 0:
+                try:
+                    from config import BACKEND_DIR
+
+                    db = create_engine(database_url, pool_pre_ping=True)
+                    db = db.connect()
+                    log.info("postgres is ready!")
+                    break
+                except Exception as e:
+                    log.warning(e)
+                    time.sleep(3)
+                    retries -= 1
+
+            if db:
+                # import must be after setting env!
+                cls.fast_api_client = get_fast_api_client()
+                db.close()
+            else:
+                raise Exception("Could not connect to Postgres")
+        except Exception as ex:
+            log.error(ex)
+            cls.teardown_class()
+            pytest.fail(f"Could not setup test environment: {ex}")
+
+    def _check_db_connection(self):
+        from apps.webui.internal.db import Session
+
+        retries = 10
+        while retries > 0:
+            try:
+                Session.execute(text("SELECT 1"))
+                Session.commit()
+                break
+            except Exception as e:
+                Session.rollback()
+                log.warning(e)
+                time.sleep(3)
+                retries -= 1
+
+    def setup_method(self):
+        super().setup_method()
+        self._check_db_connection()
+
+    @classmethod
+    def teardown_class(cls) -> None:
+        super().teardown_class()
+        cls.docker_client.containers.get(cls.DOCKER_CONTAINER_NAME).remove(force=True)
+
+    def teardown_method(self):
+        from apps.webui.internal.db import Session
+
+        # rollback everything not yet committed
+        Session.commit()
+
+        # truncate all tables
+        tables = [
+            "auth",
+            "chat",
+            "chatidtag",
+            "document",
+            "memory",
+            "model",
+            "prompt",
+            "tag",
+            '"user"',
+        ]
+        for table in tables:
+            Session.execute(text(f"TRUNCATE TABLE {table}"))
+        Session.commit()

backend/test/util/mock_user.py

@@ -0,0 +1,45 @@
+from contextlib import contextmanager
+
+from fastapi import FastAPI
+
+
+@contextmanager
+def mock_webui_user(**kwargs):
+    from apps.webui.main import app
+
+    with mock_user(app, **kwargs):
+        yield
+
+
+@contextmanager
+def mock_user(app: FastAPI, **kwargs):
+    from utils.utils import (
+        get_current_user,
+        get_verified_user,
+        get_admin_user,
+        get_current_user_by_api_key,
+    )
+    from apps.webui.models.users import User
+
+    def create_user():
+        user_parameters = {
+            "id": "1",
+            "name": "John Doe",
+            "email": "john.doe@openwebui.com",
+            "role": "user",
+            "profile_image_url": "/user.png",
+            "last_active_at": 1627351200,
+            "updated_at": 1627351200,
+            "created_at": 162735120,
+            **kwargs,
+        }
+        return User(**user_parameters)
+
+    app.dependency_overrides = {
+        get_current_user: create_user,
+        get_verified_user: create_user,
+        get_admin_user: create_user,
+        get_current_user_by_api_key: create_user,
+    }
+    yield
+    app.dependency_overrides = {}

backend/utils/misc.py

@@ -3,7 +3,90 @@ import hashlib
 import json
 import re
 from datetime import timedelta
-from typing import Optional
+from typing import Optional, List, Tuple
+import uuid
+import time
+
+
+def get_last_user_message_item(messages: List[dict]) -> str:
+    for message in reversed(messages):
+        if message["role"] == "user":
+            return message
+    return None
+
+
+def get_last_user_message(messages: List[dict]) -> str:
+    message = get_last_user_message_item(messages)
+
+    if message is not None:
+        if isinstance(message["content"], list):
+            for item in message["content"]:
+                if item["type"] == "text":
+                    return item["text"]
+        return message["content"]
+    return None
+
+
+def get_last_assistant_message(messages: List[dict]) -> str:
+    for message in reversed(messages):
+        if message["role"] == "assistant":
+            if isinstance(message["content"], list):
+                for item in message["content"]:
+                    if item["type"] == "text":
+                        return item["text"]
+            return message["content"]
+    return None
+
+
+def get_system_message(messages: List[dict]) -> dict:
+    for message in messages:
+        if message["role"] == "system":
+            return message
+    return None
+
+
+def remove_system_message(messages: List[dict]) -> List[dict]:
+    return [message for message in messages if message["role"] != "system"]
+
+
+def pop_system_message(messages: List[dict]) -> Tuple[dict, List[dict]]:
+    return get_system_message(messages), remove_system_message(messages)
+
+
+def add_or_update_system_message(content: str, messages: List[dict]):
+    """
+    Adds a new system message at the beginning of the messages list
+    or updates the existing system message at the beginning.
+
+    :param msg: The message to be added or appended.
+    :param messages: The list of message dictionaries.
+    :return: The updated list of message dictionaries.
+    """
+
+    if messages and messages[0].get("role") == "system":
+        messages[0]["content"] += f"{content}\n{messages[0]['content']}"
+    else:
+        # Insert at the beginning
+        messages.insert(0, {"role": "system", "content": content})
+
+    return messages
+
+
+def stream_message_template(model: str, message: str):
+    return {
+        "id": f"{model}-{str(uuid.uuid4())}",
+        "object": "chat.completion.chunk",
+        "created": int(time.time()),
+        "model": model,
+        "choices": [
+            {
+                "index": 0,
+                "delta": {"content": message},
+                "logprobs": None,
+                "finish_reason": None,
+            }
+        ],
+    }
 
 
 def get_gravatar_url(email):
@@ -123,11 +206,25 @@ def parse_ollama_modelfile(model_text):
         "repeat_penalty": float,
         "temperature": float,
         "seed": int,
-        "stop": str,
         "tfs_z": float,
         "num_predict": int,
         "top_k": int,
         "top_p": float,
+        "num_keep": int,
+        "typical_p": float,
+        "presence_penalty": float,
+        "frequency_penalty": float,
+        "penalize_newline": bool,
+        "numa": bool,
+        "num_batch": int,
+        "num_gpu": int,
+        "main_gpu": int,
+        "low_vram": bool,
+        "f16_kv": bool,
+        "vocab_only": bool,
+        "use_mmap": bool,
+        "use_mlock": bool,
+        "num_thread": int,
     }
 
     data = {"base_model_id": None, "params": {}}
@@ -156,10 +253,18 @@ def parse_ollama_modelfile(model_text):
         param_match = re.search(rf"PARAMETER {param} (.+)", model_text, re.IGNORECASE)
         if param_match:
             value = param_match.group(1)
-            if param_type == int:
-                value = int(value)
-            elif param_type == float:
-                value = float(value)
+
+            try:
+                if param_type == int:
+                    value = int(value)
+                elif param_type == float:
+                    value = float(value)
+                elif param_type == bool:
+                    value = value.lower() == "true"
+            except Exception as e:
+                print(e)
+                continue
+
             data["params"][param] = value
 
     # Parse adapter
@@ -171,8 +276,14 @@ def parse_ollama_modelfile(model_text):
     system_desc_match = re.search(
         r'SYSTEM\s+"""(.+?)"""', model_text, re.DOTALL | re.IGNORECASE
     )
+    system_desc_match_single = re.search(
+        r"SYSTEM\s+([^\n]+)", model_text, re.IGNORECASE
+    )
+
     if system_desc_match:
         data["params"]["system"] = system_desc_match.group(1).strip()
+    elif system_desc_match_single:
+        data["params"]["system"] = system_desc_match_single.group(1).strip()
 
     # Parse messages
     messages = []

backend/utils/models.py

@@ -1,10 +0,0 @@
-from apps.webui.models.models import Models, ModelModel, ModelForm, ModelResponse
-
-
-def get_model_id_from_custom_model_id(id: str):
-    model = Models.get_model_by_id(id)
-
-    if model:
-        return model.id
-    else:
-        return id

backend/utils/task.py

@@ -0,0 +1,127 @@
+import re
+import math
+
+from datetime import datetime
+from typing import Optional
+
+
+def prompt_template(
+    template: str, user_name: str = None, user_location: str = None
+) -> str:
+    # Get the current date
+    current_date = datetime.now()
+
+    # Format the date to YYYY-MM-DD
+    formatted_date = current_date.strftime("%Y-%m-%d")
+    formatted_time = current_date.strftime("%I:%M:%S %p")
+
+    template = template.replace("{{CURRENT_DATE}}", formatted_date)
+    template = template.replace("{{CURRENT_TIME}}", formatted_time)
+    template = template.replace(
+        "{{CURRENT_DATETIME}}", f"{formatted_date} {formatted_time}"
+    )
+
+    if user_name:
+        # Replace {{USER_NAME}} in the template with the user's name
+        template = template.replace("{{USER_NAME}}", user_name)
+    else:
+        # Replace {{USER_NAME}} in the template with "Unknown"
+        template = template.replace("{{USER_NAME}}", "Unknown")
+
+    if user_location:
+        # Replace {{USER_LOCATION}} in the template with the current location
+        template = template.replace("{{USER_LOCATION}}", user_location)
+    else:
+        # Replace {{USER_LOCATION}} in the template with "Unknown"
+        template = template.replace("{{USER_LOCATION}}", "Unknown")
+
+    return template
+
+
+def title_generation_template(
+    template: str, prompt: str, user: Optional[dict] = None
+) -> str:
+    def replacement_function(match):
+        full_match = match.group(0)
+        start_length = match.group(1)
+        end_length = match.group(2)
+        middle_length = match.group(3)
+
+        if full_match == "{{prompt}}":
+            return prompt
+        elif start_length is not None:
+            return prompt[: int(start_length)]
+        elif end_length is not None:
+            return prompt[-int(end_length) :]
+        elif middle_length is not None:
+            middle_length = int(middle_length)
+            if len(prompt) <= middle_length:
+                return prompt
+            start = prompt[: math.ceil(middle_length / 2)]
+            end = prompt[-math.floor(middle_length / 2) :]
+            return f"{start}...{end}"
+        return ""
+
+    template = re.sub(
+        r"{{prompt}}|{{prompt:start:(\d+)}}|{{prompt:end:(\d+)}}|{{prompt:middletruncate:(\d+)}}",
+        replacement_function,
+        template,
+    )
+
+    template = prompt_template(
+        template,
+        **(
+            {"user_name": user.get("name"), "user_location": user.get("location")}
+            if user
+            else {}
+        ),
+    )
+
+    return template
+
+
+def search_query_generation_template(
+    template: str, prompt: str, user: Optional[dict] = None
+) -> str:
+
+    def replacement_function(match):
+        full_match = match.group(0)
+        start_length = match.group(1)
+        end_length = match.group(2)
+        middle_length = match.group(3)
+
+        if full_match == "{{prompt}}":
+            return prompt
+        elif start_length is not None:
+            return prompt[: int(start_length)]
+        elif end_length is not None:
+            return prompt[-int(end_length) :]
+        elif middle_length is not None:
+            middle_length = int(middle_length)
+            if len(prompt) <= middle_length:
+                return prompt
+            start = prompt[: math.ceil(middle_length / 2)]
+            end = prompt[-math.floor(middle_length / 2) :]
+            return f"{start}...{end}"
+        return ""
+
+    template = re.sub(
+        r"{{prompt}}|{{prompt:start:(\d+)}}|{{prompt:end:(\d+)}}|{{prompt:middletruncate:(\d+)}}",
+        replacement_function,
+        template,
+    )
+
+    template = prompt_template(
+        template,
+        **(
+            {"user_name": user.get("name"), "user_location": user.get("location")}
+            if user
+            else {}
+        ),
+    )
+    return template
+
+
+def tools_function_calling_generation_template(template: str, tools_specs: str) -> str:
+    template = template.replace("{{TOOLS}}", tools_specs)
+    return template

backend/utils/tools.py

@@ -0,0 +1,79 @@
+import inspect
+from typing import get_type_hints, List, Dict, Any
+
+
+def doc_to_dict(docstring):
+    lines = docstring.split("\n")
+    description = lines[1].strip()
+    param_dict = {}
+
+    for line in lines:
+        if ":param" in line:
+            line = line.replace(":param", "").strip()
+            param, desc = line.split(":", 1)
+            param_dict[param.strip()] = desc.strip()
+    ret_dict = {"description": description, "params": param_dict}
+    return ret_dict
+
+
+def get_tools_specs(tools) -> List[dict]:
+    function_list = [
+        {"name": func, "function": getattr(tools, func)}
+        for func in dir(tools)
+        if callable(getattr(tools, func))
+        and not func.startswith("__")
+        and not inspect.isclass(getattr(tools, func))
+    ]
+
+    specs = []
+    for function_item in function_list:
+        function_name = function_item["name"]
+        function = function_item["function"]
+
+        function_doc = doc_to_dict(function.__doc__ or function_name)
+        specs.append(
+            {
+                "name": function_name,
+                # TODO: multi-line desc?
+                "description": function_doc.get("description", function_name),
+                "parameters": {
+                    "type": "object",
+                    "properties": {
+                        param_name: {
+                            "type": param_annotation.__name__.lower(),
+                            **(
+                                {
+                                    "enum": (
+                                        str(param_annotation.__args__)
+                                        if hasattr(param_annotation, "__args__")
+                                        else None
+                                    )
+                                }
+                                if hasattr(param_annotation, "__args__")
+                                else {}
+                            ),
+                            "description": function_doc.get("params", {}).get(
+                                param_name, param_name
+                            ),
+                        }
+                        for param_name, param_annotation in get_type_hints(
+                            function
+                        ).items()
+                        if param_name != "return"
+                        and not (
+                            param_name.startswith("__") and param_name.endswith("__")
+                        )
+                    },
+                    "required": [
+                        name
+                        for name, param in inspect.signature(
+                            function
+                        ).parameters.items()
+                        if param.default is param.empty
+                        and not (name.startswith("__") and name.endswith("__"))
+                    ],
+                },
+            }
+        )
+
+    return specs

backend/utils/utils.py

@@ -1,5 +1,6 @@
 from fastapi.security import HTTPBearer, HTTPAuthorizationCredentials
-from fastapi import HTTPException, status, Depends
+from fastapi import HTTPException, status, Depends, Request
+from sqlalchemy.orm import Session
 
 from apps.webui.models.users import Users
 
@@ -24,7 +25,7 @@ ALGORITHM = "HS256"
 # Auth Utils
 ##############
 
-bearer_security = HTTPBearer()
+bearer_security = HTTPBearer(auto_error=False)
 pwd_context = CryptContext(schemes=["bcrypt"], deprecated="auto")
 
 
@@ -75,13 +76,26 @@ def get_http_authorization_cred(auth_header: str):
 
 
 def get_current_user(
+    request: Request,
     auth_token: HTTPAuthorizationCredentials = Depends(bearer_security),
 ):
+    token = None
+
+    if auth_token is not None:
+        token = auth_token.credentials
+
+    if token is None and "token" in request.cookies:
+        token = request.cookies.get("token")
+
+    if token is None:
+        raise HTTPException(status_code=403, detail="Not authenticated")
+
     # auth by api key
-    if auth_token.credentials.startswith("sk-"):
-        return get_current_user_by_api_key(auth_token.credentials)
+    if token.startswith("sk-"):
+        return get_current_user_by_api_key(token)
+
     # auth by jwt token
-    data = decode_token(auth_token.credentials)
+    data = decode_token(token)
     if data != None and "id" in data:
         user = Users.get_user_by_id(data["id"])
         if user is None:

cypress/e2e/settings.cy.ts

@@ -28,19 +28,6 @@ describe('Settings', () => {
 		});
 	});
 
-	context('Connections', () => {
-		it('user can open the Connections modal and hit save', () => {
-			cy.get('button').contains('Connections').click();
-			cy.get('button').contains('Save').click();
-		});
-	});
-
-	context('Models', () => {
-		it('user can open the Models modal', () => {
-			cy.get('button').contains('Models').click();
-		});
-	});
-
 	context('Interface', () => {
 		it('user can open the Interface modal and hit save', () => {
 			cy.get('button').contains('Interface').click();
@@ -55,14 +42,6 @@ describe('Settings', () => {
 		});
 	});
 
-	context('Images', () => {
-		it('user can open the Images modal and hit save', () => {
-			cy.get('button').contains('Images').click();
-			// Currently fails because the backend requires a valid URL
-			// cy.get('button').contains('Save').click();
-		});
-	});
-
 	context('Chats', () => {
 		it('user can open the Chats modal', () => {
 			cy.get('button').contains('Chats').click();

docs/CONTRIBUTING.md

@@ -41,10 +41,11 @@ Looking to contribute? Great! Here's how you can help:
 
 We welcome pull requests. Before submitting one, please:
 
-1. Discuss your idea or issue in the [issues section](https://github.com/open-webui/open-webui/issues).
+1. Open a discussion regarding your ideas [here](https://github.com/open-webui/open-webui/discussions/new/choose).
 2. Follow the project's coding standards and include tests for new features.
 3. Update documentation as necessary.
 4. Write clear, descriptive commit messages.
+5. It's essential to complete your pull request in a timely manner. We move fast, and having PRs hang around too long is not feasible. If you can't get it done within a reasonable time frame, we may have to close it to keep the project moving forward.
 
 ### 📚 Documentation & Tutorials
 

package-lock.json

@@ -1,17 +1,22 @@
 {
 	"name": "open-webui",
-	"version": "0.2.2",
+	"version": "0.3.9",
 	"lockfileVersion": 3,
 	"requires": true,
 	"packages": {
 		"": {
 			"name": "open-webui",
-			"version": "0.2.2",
+			"version": "0.3.9",
 			"dependencies": {
+				"@codemirror/lang-javascript": "^6.2.2",
+				"@codemirror/lang-python": "^6.1.6",
+				"@codemirror/theme-one-dark": "^6.1.2",
 				"@pyscript/core": "^0.4.32",
 				"@sveltejs/adapter-node": "^1.3.1",
 				"async": "^3.2.5",
 				"bits-ui": "^0.19.7",
+				"codemirror": "^6.0.1",
+				"crc-32": "^1.2.2",
 				"dayjs": "^1.11.10",
 				"eventsource-parser": "^1.1.2",
 				"file-saver": "^2.0.5",
@@ -24,10 +29,12 @@
 				"katex": "^0.16.9",
 				"marked": "^9.1.0",
 				"mermaid": "^10.9.1",
-				"pyodide": "^0.26.0-alpha.4",
+				"pyodide": "^0.26.1",
+				"socket.io-client": "^4.2.0",
 				"sortablejs": "^1.15.2",
 				"svelte-sonner": "^0.3.19",
 				"tippy.js": "^6.3.7",
+				"turndown": "^7.2.0",
 				"uuid": "^9.0.1"
 			},
 			"devDependencies": {
@@ -107,6 +114,119 @@
 			"resolved": "https://registry.npmjs.org/@braintree/sanitize-url/-/sanitize-url-6.0.4.tgz",
 			"integrity": "sha512-s3jaWicZd0pkP0jf5ysyHUI/RE7MHos6qlToFcGWXVp+ykHOy77OUMrfbgJ9it2C5bow7OIQwYYaHjk9XlBQ2A=="
 		},
+		"node_modules/@codemirror/autocomplete": {
+			"version": "6.16.2",
+			"resolved": "https://registry.npmjs.org/@codemirror/autocomplete/-/autocomplete-6.16.2.tgz",
+			"integrity": "sha512-MjfDrHy0gHKlPWsvSsikhO1+BOh+eBHNgfH1OXs1+DAf30IonQldgMM3kxLDTG9ktE7kDLaA1j/l7KMPA4KNfw==",
+			"dependencies": {
+				"@codemirror/language": "^6.0.0",
+				"@codemirror/state": "^6.0.0",
+				"@codemirror/view": "^6.17.0",
+				"@lezer/common": "^1.0.0"
+			},
+			"peerDependencies": {
+				"@codemirror/language": "^6.0.0",
+				"@codemirror/state": "^6.0.0",
+				"@codemirror/view": "^6.0.0",
+				"@lezer/common": "^1.0.0"
+			}
+		},
+		"node_modules/@codemirror/commands": {
+			"version": "6.6.0",
+			"resolved": "https://registry.npmjs.org/@codemirror/commands/-/commands-6.6.0.tgz",
+			"integrity": "sha512-qnY+b7j1UNcTS31Eenuc/5YJB6gQOzkUoNmJQc0rznwqSRpeaWWpjkWy2C/MPTcePpsKJEM26hXrOXl1+nceXg==",
+			"dependencies": {
+				"@codemirror/language": "^6.0.0",
+				"@codemirror/state": "^6.4.0",
+				"@codemirror/view": "^6.27.0",
+				"@lezer/common": "^1.1.0"
+			}
+		},
+		"node_modules/@codemirror/lang-javascript": {
+			"version": "6.2.2",
+			"resolved": "https://registry.npmjs.org/@codemirror/lang-javascript/-/lang-javascript-6.2.2.tgz",
+			"integrity": "sha512-VGQfY+FCc285AhWuwjYxQyUQcYurWlxdKYT4bqwr3Twnd5wP5WSeu52t4tvvuWmljT4EmgEgZCqSieokhtY8hg==",
+			"dependencies": {
+				"@codemirror/autocomplete": "^6.0.0",
+				"@codemirror/language": "^6.6.0",
+				"@codemirror/lint": "^6.0.0",
+				"@codemirror/state": "^6.0.0",
+				"@codemirror/view": "^6.17.0",
+				"@lezer/common": "^1.0.0",
+				"@lezer/javascript": "^1.0.0"
+			}
+		},
+		"node_modules/@codemirror/lang-python": {
+			"version": "6.1.6",
+			"resolved": "https://registry.npmjs.org/@codemirror/lang-python/-/lang-python-6.1.6.tgz",
+			"integrity": "sha512-ai+01WfZhWqM92UqjnvorkxosZ2aq2u28kHvr+N3gu012XqY2CThD67JPMHnGceRfXPDBmn1HnyqowdpF57bNg==",
+			"dependencies": {
+				"@codemirror/autocomplete": "^6.3.2",
+				"@codemirror/language": "^6.8.0",
+				"@codemirror/state": "^6.0.0",
+				"@lezer/common": "^1.2.1",
+				"@lezer/python": "^1.1.4"
+			}
+		},
+		"node_modules/@codemirror/language": {
+			"version": "6.10.2",
+			"resolved": "https://registry.npmjs.org/@codemirror/language/-/language-6.10.2.tgz",
+			"integrity": "sha512-kgbTYTo0Au6dCSc/TFy7fK3fpJmgHDv1sG1KNQKJXVi+xBTEeBPY/M30YXiU6mMXeH+YIDLsbrT4ZwNRdtF+SA==",
+			"dependencies": {
+				"@codemirror/state": "^6.0.0",
+				"@codemirror/view": "^6.23.0",
+				"@lezer/common": "^1.1.0",
+				"@lezer/highlight": "^1.0.0",
+				"@lezer/lr": "^1.0.0",
+				"style-mod": "^4.0.0"
+			}
+		},
+		"node_modules/@codemirror/lint": {
+			"version": "6.8.0",
+			"resolved": "https://registry.npmjs.org/@codemirror/lint/-/lint-6.8.0.tgz",
+			"integrity": "sha512-lsFofvaw0lnPRJlQylNsC4IRt/1lI4OD/yYslrSGVndOJfStc58v+8p9dgGiD90ktOfL7OhBWns1ZETYgz0EJA==",
+			"dependencies": {
+				"@codemirror/state": "^6.0.0",
+				"@codemirror/view": "^6.0.0",
+				"crelt": "^1.0.5"
+			}
+		},
+		"node_modules/@codemirror/search": {
+			"version": "6.5.6",
+			"resolved": "https://registry.npmjs.org/@codemirror/search/-/search-6.5.6.tgz",
+			"integrity": "sha512-rpMgcsh7o0GuCDUXKPvww+muLA1pDJaFrpq/CCHtpQJYz8xopu4D1hPcKRoDD0YlF8gZaqTNIRa4VRBWyhyy7Q==",
+			"dependencies": {
+				"@codemirror/state": "^6.0.0",
+				"@codemirror/view": "^6.0.0",
+				"crelt": "^1.0.5"
+			}
+		},
+		"node_modules/@codemirror/state": {
+			"version": "6.4.1",
+			"resolved": "https://registry.npmjs.org/@codemirror/state/-/state-6.4.1.tgz",
+			"integrity": "sha512-QkEyUiLhsJoZkbumGZlswmAhA7CBU02Wrz7zvH4SrcifbsqwlXShVXg65f3v/ts57W3dqyamEriMhij1Z3Zz4A=="
+		},
+		"node_modules/@codemirror/theme-one-dark": {
+			"version": "6.1.2",
+			"resolved": "https://registry.npmjs.org/@codemirror/theme-one-dark/-/theme-one-dark-6.1.2.tgz",
+			"integrity": "sha512-F+sH0X16j/qFLMAfbciKTxVOwkdAS336b7AXTKOZhy8BR3eH/RelsnLgLFINrpST63mmN2OuwUt0W2ndUgYwUA==",
+			"dependencies": {
+				"@codemirror/language": "^6.0.0",
+				"@codemirror/state": "^6.0.0",
+				"@codemirror/view": "^6.0.0",
+				"@lezer/highlight": "^1.0.0"
+			}
+		},
+		"node_modules/@codemirror/view": {
+			"version": "6.28.0",
+			"resolved": "https://registry.npmjs.org/@codemirror/view/-/view-6.28.0.tgz",
+			"integrity": "sha512-fo7CelaUDKWIyemw4b+J57cWuRkOu4SWCCPfNDkPvfWkGjM9D5racHQXr4EQeYCD6zEBIBxGCeaKkQo+ysl0gA==",
+			"dependencies": {
+				"@codemirror/state": "^6.4.0",
+				"style-mod": "^4.1.0",
+				"w3c-keyname": "^2.2.4"
+			}
+		},
 		"node_modules/@colors/colors": {
 			"version": "1.5.0",
 			"resolved": "https://registry.npmjs.org/@colors/colors/-/colors-1.5.0.tgz",
@@ -824,6 +944,47 @@
 				"@jridgewell/sourcemap-codec": "^1.4.14"
 			}
 		},
+		"node_modules/@lezer/common": {
+			"version": "1.2.1",
+			"resolved": "https://registry.npmjs.org/@lezer/common/-/common-1.2.1.tgz",
+			"integrity": "sha512-yemX0ZD2xS/73llMZIK6KplkjIjf2EvAHcinDi/TfJ9hS25G0388+ClHt6/3but0oOxinTcQHJLDXh6w1crzFQ=="
+		},
+		"node_modules/@lezer/highlight": {
+			"version": "1.2.0",
+			"resolved": "https://registry.npmjs.org/@lezer/highlight/-/highlight-1.2.0.tgz",
+			"integrity": "sha512-WrS5Mw51sGrpqjlh3d4/fOwpEV2Hd3YOkp9DBt4k8XZQcoTHZFB7sx030A6OcahF4J1nDQAa3jXlTVVYH50IFA==",
+			"dependencies": {
+				"@lezer/common": "^1.0.0"
+			}
+		},
+		"node_modules/@lezer/javascript": {
+			"version": "1.4.16",
+			"resolved": "https://registry.npmjs.org/@lezer/javascript/-/javascript-1.4.16.tgz",
+			"integrity": "sha512-84UXR3N7s11MPQHWgMnjb9571fr19MmXnr5zTv2XX0gHXXUvW3uPJ8GCjKrfTXmSdfktjRK0ayKklw+A13rk4g==",
+			"dependencies": {
+				"@lezer/common": "^1.2.0",
+				"@lezer/highlight": "^1.1.3",
+				"@lezer/lr": "^1.3.0"
+			}
+		},
+		"node_modules/@lezer/lr": {
+			"version": "1.4.1",
+			"resolved": "https://registry.npmjs.org/@lezer/lr/-/lr-1.4.1.tgz",
+			"integrity": "sha512-CHsKq8DMKBf9b3yXPDIU4DbH+ZJd/sJdYOW2llbW/HudP5u0VS6Bfq1hLYfgU7uAYGFIyGGQIsSOXGPEErZiJw==",
+			"dependencies": {
+				"@lezer/common": "^1.0.0"
+			}
+		},
+		"node_modules/@lezer/python": {
+			"version": "1.1.14",
+			"resolved": "https://registry.npmjs.org/@lezer/python/-/python-1.1.14.tgz",
+			"integrity": "sha512-ykDOb2Ti24n76PJsSa4ZoDF0zH12BSw1LGfQXCYJhJyOGiFTfGaX0Du66Ze72R+u/P35U+O6I9m8TFXov1JzsA==",
+			"dependencies": {
+				"@lezer/common": "^1.2.0",
+				"@lezer/highlight": "^1.0.0",
+				"@lezer/lr": "^1.0.0"
+			}
+		},
 		"node_modules/@melt-ui/svelte": {
 			"version": "0.76.0",
 			"resolved": "https://registry.npmjs.org/@melt-ui/svelte/-/svelte-0.76.0.tgz",
@@ -840,6 +1001,11 @@
 				"svelte": ">=3 <5"
 			}
 		},
+		"node_modules/@mixmark-io/domino": {
+			"version": "2.2.0",
+			"resolved": "https://registry.npmjs.org/@mixmark-io/domino/-/domino-2.2.0.tgz",
+			"integrity": "sha512-Y28PR25bHXUg88kCV7nivXrP2Nj2RueZ3/l/jdx6J9f8J4nsEGcgX0Qe6lt7Pa+J79+kPiJU3LguR6O/6zrLOw=="
+		},
 		"node_modules/@nodelib/fs.scandir": {
 			"version": "2.1.5",
 			"resolved": "https://registry.npmjs.org/@nodelib/fs.scandir/-/fs.scandir-2.1.5.tgz",
@@ -1214,6 +1380,11 @@
 			"integrity": "sha512-+Fj43pSMwJs4KRrH/938Uf+uAELIgVBmQzg/q1YG10djyfA3TnrU8N8XzqCh/okZdszqBQTZf96idMfE5lnwTA==",
 			"dev": true
 		},
+		"node_modules/@socket.io/component-emitter": {
+			"version": "3.1.2",
+			"resolved": "https://registry.npmjs.org/@socket.io/component-emitter/-/component-emitter-3.1.2.tgz",
+			"integrity": "sha512-9BCxFwvbGg/RsZK9tjXd8s4UcwR0MWeFQ1XEKIQVVvAGJyINdrqKMcTRyLoK8Rse1GjzLV9cwjWV1olXRWEXVA=="
+		},
 		"node_modules/@sveltejs/adapter-auto": {
 			"version": "2.1.1",
 			"resolved": "https://registry.npmjs.org/@sveltejs/adapter-auto/-/adapter-auto-2.1.1.tgz",
@@ -2102,11 +2273,6 @@
 			"dev": true,
 			"optional": true
 		},
-		"node_modules/base-64": {
-			"version": "1.0.0",
-			"resolved": "https://registry.npmjs.org/base-64/-/base-64-1.0.0.tgz",
-			"integrity": "sha512-kwDPIFCGx0NZHog36dj+tHiwP4QMzsZ3AgMViUBKI0+V5n4U0ufTCUMhnQ04diaRI8EX/QcPfql7zlhZ7j4zgg=="
-		},
 		"node_modules/base64-js": {
 			"version": "1.5.1",
 			"resolved": "https://registry.npmjs.org/base64-js/-/base64-js-1.5.1.tgz",
@@ -2218,12 +2384,12 @@
 			}
 		},
 		"node_modules/braces": {
-			"version": "3.0.2",
-			"resolved": "https://registry.npmjs.org/braces/-/braces-3.0.2.tgz",
-			"integrity": "sha512-b8um+L1RzM3WDSzvhm6gIz1yfTbBt6YTlcEKAvsmqCZZFw46z626lVj9j1yEPW33H5H+lBQpZMP1k8l+78Ha0A==",
+			"version": "3.0.3",
+			"resolved": "https://registry.npmjs.org/braces/-/braces-3.0.3.tgz",
+			"integrity": "sha512-yQbXgO/OSZVD2IsiLlro+7Hf6Q18EJrKSEsdoMzKePKXct3gvD8oLcOQdIzGupr5Fj+EDe8gO/lxc1BzfMpxvA==",
 			"dev": true,
 			"dependencies": {
-				"fill-range": "^7.0.1"
+				"fill-range": "^7.1.1"
 			},
 			"engines": {
 				"node": ">=8"
@@ -2763,6 +2929,20 @@
 				"plain-tag": "^0.1.3"
 			}
 		},
+		"node_modules/codemirror": {
+			"version": "6.0.1",
+			"resolved": "https://registry.npmjs.org/codemirror/-/codemirror-6.0.1.tgz",
+			"integrity": "sha512-J8j+nZ+CdWmIeFIGXEFbFPtpiYacFMDR8GlHK3IyHQJMCaVRfGx9NT+Hxivv1ckLWPvNdZqndbr/7lVhrf/Svg==",
+			"dependencies": {
+				"@codemirror/autocomplete": "^6.0.0",
+				"@codemirror/commands": "^6.0.0",
+				"@codemirror/language": "^6.0.0",
+				"@codemirror/lint": "^6.0.0",
+				"@codemirror/search": "^6.0.0",
+				"@codemirror/state": "^6.0.0",
+				"@codemirror/view": "^6.0.0"
+			}
+		},
 		"node_modules/coincident": {
 			"version": "1.2.3",
 			"resolved": "https://registry.npmjs.org/coincident/-/coincident-1.2.3.tgz",
@@ -2885,6 +3065,22 @@
 				"layout-base": "^1.0.0"
 			}
 		},
+		"node_modules/crc-32": {
+			"version": "1.2.2",
+			"resolved": "https://registry.npmjs.org/crc-32/-/crc-32-1.2.2.tgz",
+			"integrity": "sha512-ROmzCKrTnOwybPcJApAA6WBWij23HVfGVNKqqrZpuyZOHqK2CwHSvpGuyt/UNNvaIjEd8X5IFGp4Mh+Ie1IHJQ==",
+			"bin": {
+				"crc32": "bin/crc32.njs"
+			},
+			"engines": {
+				"node": ">=0.8"
+			}
+		},
+		"node_modules/crelt": {
+			"version": "1.0.6",
+			"resolved": "https://registry.npmjs.org/crelt/-/crelt-1.0.6.tgz",
+			"integrity": "sha512-VQ2MBenTq1fWZUH9DJNGti7kKv6EeAuYr3cLwxUWhIu1baTaXh4Ib5W2CqHVqib4/MqbYGJqiL3Zb8GJZr3l4g=="
+		},
 		"node_modules/cross-spawn": {
 			"version": "7.0.3",
 			"resolved": "https://registry.npmjs.org/cross-spawn/-/cross-spawn-7.0.3.tgz",
@@ -3800,6 +3996,26 @@
 				"once": "^1.4.0"
 			}
 		},
+		"node_modules/engine.io-client": {
+			"version": "6.5.4",
+			"resolved": "https://registry.npmjs.org/engine.io-client/-/engine.io-client-6.5.4.tgz",
+			"integrity": "sha512-GeZeeRjpD2qf49cZQ0Wvh/8NJNfeXkXXcoGh+F77oEAgo9gUHwT1fCRxSNU+YEEaysOJTnsFHmM5oAcPy4ntvQ==",
+			"dependencies": {
+				"@socket.io/component-emitter": "~3.1.0",
+				"debug": "~4.3.1",
+				"engine.io-parser": "~5.2.1",
+				"ws": "~8.17.1",
+				"xmlhttprequest-ssl": "~2.0.0"
+			}
+		},
+		"node_modules/engine.io-parser": {
+			"version": "5.2.2",
+			"resolved": "https://registry.npmjs.org/engine.io-parser/-/engine.io-parser-5.2.2.tgz",
+			"integrity": "sha512-RcyUFKA93/CXH20l4SoVvzZfrSDMOTUS3bWVpTt2FuFP+XYrL8i8oonHP7WInRyVHXh0n/ORtoeiE1os+8qkSw==",
+			"engines": {
+				"node": ">=10.0.0"
+			}
+		},
 		"node_modules/enquirer": {
 			"version": "2.4.1",
 			"resolved": "https://registry.npmjs.org/enquirer/-/enquirer-2.4.1.tgz",
@@ -4383,9 +4599,9 @@
 			"integrity": "sha512-P9bmyZ3h/PRG+Nzga+rbdI4OEpNDzAVyy74uVO9ATgzLK6VtAsYybF/+TOCvrc0MO793d6+42lLyZTw7/ArVzA=="
 		},
 		"node_modules/fill-range": {
-			"version": "7.0.1",
-			"resolved": "https://registry.npmjs.org/fill-range/-/fill-range-7.0.1.tgz",
-			"integrity": "sha512-qOo9F+dMUmC2Lcb4BbVvnKJxTPjCm+RRpe4gDuGrzkL7mEVl/djYSu2OdQ2Pa302N4oqkSg9ir6jaLWJ2USVpQ==",
+			"version": "7.1.1",
+			"resolved": "https://registry.npmjs.org/fill-range/-/fill-range-7.1.1.tgz",
+			"integrity": "sha512-YsGpe3WHLK8ZYi4tWDg2Jy3ebRz2rXowDxnld4bkQB00cc/1Zw9AWnC0i9ztDJitivtQvaI9KaLyKrc+hBW0yg==",
 			"dev": true,
 			"dependencies": {
 				"to-regex-range": "^5.0.1"
@@ -7328,11 +7544,10 @@
 			}
 		},
 		"node_modules/pyodide": {
-			"version": "0.26.0-alpha.4",
-			"resolved": "https://registry.npmjs.org/pyodide/-/pyodide-0.26.0-alpha.4.tgz",
-			"integrity": "sha512-Ixuczq99DwhQlE+Bt0RaS6Ln9MHSZOkbU6iN8azwaeorjHtr7ukaxh+FeTxViFrp2y+ITyKgmcobY+JnBPcULw==",
+			"version": "0.26.1",
+			"resolved": "https://registry.npmjs.org/pyodide/-/pyodide-0.26.1.tgz",
+			"integrity": "sha512-P+Gm88nwZqY7uBgjbQH8CqqU6Ei/rDn7pS1t02sNZsbyLJMyE2OVXjgNuqVT3KqYWnyGREUN0DbBUCJqk8R0ew==",
 			"dependencies": {
-				"base-64": "^1.0.0",
 				"ws": "^8.5.0"
 			},
 			"engines": {
@@ -7949,6 +8164,32 @@
 				"node": ">=8"
 			}
 		},
+		"node_modules/socket.io-client": {
+			"version": "4.7.5",
+			"resolved": "https://registry.npmjs.org/socket.io-client/-/socket.io-client-4.7.5.tgz",
+			"integrity": "sha512-sJ/tqHOCe7Z50JCBCXrsY3I2k03iOiUe+tj1OmKeD2lXPiGH/RUCdTZFoqVyN7l1MnpIzPrGtLcijffmeouNlQ==",
+			"dependencies": {
+				"@socket.io/component-emitter": "~3.1.0",
+				"debug": "~4.3.2",
+				"engine.io-client": "~6.5.2",
+				"socket.io-parser": "~4.2.4"
+			},
+			"engines": {
+				"node": ">=10.0.0"
+			}
+		},
+		"node_modules/socket.io-parser": {
+			"version": "4.2.4",
+			"resolved": "https://registry.npmjs.org/socket.io-parser/-/socket.io-parser-4.2.4.tgz",
+			"integrity": "sha512-/GbIKmo8ioc+NIWIhwdecY0ge+qVBSMdgxGygevmdHj24bsfgtCmcUUcQ5ZzcylGFHsN3k4HB4Cgkl96KVnuew==",
+			"dependencies": {
+				"@socket.io/component-emitter": "~3.1.0",
+				"debug": "~4.3.1"
+			},
+			"engines": {
+				"node": ">=10.0.0"
+			}
+		},
 		"node_modules/sorcery": {
 			"version": "0.11.0",
 			"resolved": "https://registry.npmjs.org/sorcery/-/sorcery-0.11.0.tgz",
@@ -8206,6 +8447,11 @@
 				"url": "https://github.com/sponsors/antfu"
 			}
 		},
+		"node_modules/style-mod": {
+			"version": "4.1.2",
+			"resolved": "https://registry.npmjs.org/style-mod/-/style-mod-4.1.2.tgz",
+			"integrity": "sha512-wnD1HyVqpJUI2+eKZ+eo1UwghftP6yuFheBqqe+bWCotBjC2K1YnteJILRMs3SM4V/0dLEW1SC27MWP5y+mwmw=="
+		},
 		"node_modules/stylis": {
 			"version": "4.3.2",
 			"resolved": "https://registry.npmjs.org/stylis/-/stylis-4.3.2.tgz",
@@ -8811,6 +9057,14 @@
 				"node": "*"
 			}
 		},
+		"node_modules/turndown": {
+			"version": "7.2.0",
+			"resolved": "https://registry.npmjs.org/turndown/-/turndown-7.2.0.tgz",
+			"integrity": "sha512-eCZGBN4nNNqM9Owkv9HAtWRYfLA4h909E/WGAWWBpmB275ehNhZyk87/Tpvjbp0jjNl9XwCsbe6bm6CqFsgD+A==",
+			"dependencies": {
+				"@mixmark-io/domino": "^2.2.0"
+			}
+		},
 		"node_modules/tweetnacl": {
 			"version": "0.14.5",
 			"resolved": "https://registry.npmjs.org/tweetnacl/-/tweetnacl-0.14.5.tgz",
@@ -9950,6 +10204,11 @@
 				"he": "^1.2.0"
 			}
 		},
+		"node_modules/w3c-keyname": {
+			"version": "2.2.8",
+			"resolved": "https://registry.npmjs.org/w3c-keyname/-/w3c-keyname-2.2.8.tgz",
+			"integrity": "sha512-dpojBhNsCNN7T82Tm7k26A6G9ML3NkhDsnw9n/eoxSRlVBB4CEtIQ/KTCLI2Fwf3ataSXRhYFkQi3SlnFwPvPQ=="
+		},
 		"node_modules/walk-sync": {
 			"version": "2.2.0",
 			"resolved": "https://registry.npmjs.org/walk-sync/-/walk-sync-2.2.0.tgz",
@@ -10123,9 +10382,9 @@
 			"integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ=="
 		},
 		"node_modules/ws": {
-			"version": "8.17.0",
-			"resolved": "https://registry.npmjs.org/ws/-/ws-8.17.0.tgz",
-			"integrity": "sha512-uJq6108EgZMAl20KagGkzCKfMEjxmKvZHG7Tlq0Z6nOky7YF7aq4mOx6xK8TJ/i1LeK4Qus7INktacctDgY8Ow==",
+			"version": "8.17.1",
+			"resolved": "https://registry.npmjs.org/ws/-/ws-8.17.1.tgz",
+			"integrity": "sha512-6XQFvXTkbfUOZOKKILFG1PDK2NDQs4azKQl26T0YS5CxqWLgXajbPZ+h4gZekJyRqFU8pvnbAbbs/3TgRPy+GQ==",
 			"engines": {
 				"node": ">=10.0.0"
 			},
@@ -10142,6 +10401,14 @@
 				}
 			}
 		},
+		"node_modules/xmlhttprequest-ssl": {
+			"version": "2.0.0",
+			"resolved": "https://registry.npmjs.org/xmlhttprequest-ssl/-/xmlhttprequest-ssl-2.0.0.tgz",
+			"integrity": "sha512-QKxVRxiRACQcVuQEYFsI1hhkrMlrXHPegbbd1yn9UHOmRxY+si12nQYzri3vbzt8VdTTRviqcKxcyllFas5z2A==",
+			"engines": {
+				"node": ">=0.4.0"
+			}
+		},
 		"node_modules/xtend": {
 			"version": "4.0.2",
 			"resolved": "https://registry.npmjs.org/xtend/-/xtend-4.0.2.tgz",

package.json

@@ -1,6 +1,6 @@
 {
 	"name": "open-webui",
-	"version": "0.2.2",
+	"version": "0.3.9",
 	"private": true,
 	"scripts": {
 		"dev": "npm run pyodide:fetch && vite dev --host",
@@ -16,7 +16,7 @@
 		"format:backend": "black . --exclude \".venv/|/venv/\"",
 		"i18n:parse": "i18next --config i18next-parser.config.ts && prettier --write \"src/lib/i18n/**/*.{js,json}\"",
 		"cy:open": "cypress open",
-		"test:frontend": "vitest",
+		"test:frontend": "vitest --passWithNoTests",
 		"pyodide:fetch": "node scripts/prepare-pyodide.js"
 	},
 	"devDependencies": {
@@ -48,10 +48,15 @@
 	},
 	"type": "module",
 	"dependencies": {
+		"@codemirror/lang-javascript": "^6.2.2",
+		"@codemirror/lang-python": "^6.1.6",
+		"@codemirror/theme-one-dark": "^6.1.2",
 		"@pyscript/core": "^0.4.32",
 		"@sveltejs/adapter-node": "^1.3.1",
 		"async": "^3.2.5",
 		"bits-ui": "^0.19.7",
+		"codemirror": "^6.0.1",
+		"crc-32": "^1.2.2",
 		"dayjs": "^1.11.10",
 		"eventsource-parser": "^1.1.2",
 		"file-saver": "^2.0.5",
@@ -64,10 +69,12 @@
 		"katex": "^0.16.9",
 		"marked": "^9.1.0",
 		"mermaid": "^10.9.1",
-		"pyodide": "^0.26.0-alpha.4",
+		"pyodide": "^0.26.1",
+		"socket.io-client": "^4.2.0",
 		"sortablejs": "^1.15.2",
 		"svelte-sonner": "^0.3.19",
 		"tippy.js": "^6.3.7",
+		"turndown": "^7.2.0",
 		"uuid": "^9.0.1"
 	}
 }

pyproject.toml

@@ -26,8 +26,6 @@ dependencies = [
     "PyMySQL==1.1.0",
     "bcrypt==4.1.3",
 
-    "litellm[proxy]==1.37.20",
-
     "boto3==1.34.110",
 
     "argon2-cffi==23.1.0",
@@ -61,11 +59,16 @@ dependencies = [
     "faster-whisper==1.0.2",
 
     "PyJWT[crypto]==2.8.0",
+    "authlib==1.3.1",
 
     "black==24.4.2",
     "langfuse==2.33.0",
     "youtube-transcript-api==0.6.2",
     "pytube==15.0.0",
+    "extract_msg",
+    "pydub",
+    "duckduckgo-search~=6.1.5"
+
 ]
 readme = "README.md"
 requires-python = ">= 3.11, < 3.12.0a1"

requirements-dev.lock

@@ -7,12 +7,12 @@
 #   all-features: false
 #   with-sources: false
 #   generate-hashes: false
+#   universal: false
 
 -e file:.
 aiohttp==3.9.5
     # via langchain
     # via langchain-community
-    # via litellm
     # via open-webui
 aiosignal==1.3.1
     # via aiohttp
@@ -20,11 +20,9 @@ annotated-types==0.6.0
     # via pydantic
 anyio==4.3.0
     # via httpx
-    # via openai
     # via starlette
     # via watchfiles
 apscheduler==3.10.4
-    # via litellm
     # via open-webui
 argon2-cffi==23.1.0
     # via open-webui
@@ -34,11 +32,12 @@ asgiref==3.8.1
     # via opentelemetry-instrumentation-asgi
 attrs==23.2.0
     # via aiohttp
+authlib==1.3.1
+    # via open-webui
 av==11.0.0
     # via faster-whisper
 backoff==2.2.1
     # via langfuse
-    # via litellm
     # via posthog
     # via unstructured
 bcrypt==4.1.3
@@ -46,6 +45,7 @@ bcrypt==4.1.3
     # via open-webui
     # via passlib
 beautifulsoup4==4.12.3
+    # via extract-msg
     # via unstructured
 bidict==0.23.1
     # via python-socketio
@@ -83,17 +83,21 @@ chromadb==0.5.0
     # via open-webui
 click==8.1.7
     # via black
+    # via duckduckgo-search
     # via flask
-    # via litellm
     # via nltk
     # via peewee-migrate
-    # via rq
     # via typer
     # via uvicorn
+colorclass==2.2.2
+    # via oletools
 coloredlogs==15.0.1
     # via onnxruntime
+compressed-rtf==1.0.6
+    # via extract-msg
 cryptography==42.0.7
-    # via litellm
+    # via authlib
+    # via msoffcrypto-tool
     # via pyjwt
 ctranslate2==4.2.1
     # via faster-whisper
@@ -109,33 +113,34 @@ defusedxml==0.7.1
 deprecated==1.2.14
     # via opentelemetry-api
     # via opentelemetry-exporter-otlp-proto-grpc
-distro==1.9.0
-    # via openai
 dnspython==2.6.1
     # via email-validator
 docx2txt==0.8
     # via open-webui
+duckduckgo-search==6.1.5
+    # via open-webui
+easygui==0.98.3
+    # via oletools
+ebcdic==1.1.1
+    # via extract-msg
 ecdsa==0.19.0
     # via python-jose
 email-validator==2.1.1
     # via fastapi
-    # via pydantic
 emoji==2.11.1
     # via unstructured
 et-xmlfile==1.1.0
     # via openpyxl
+extract-msg==0.48.5
+    # via open-webui
 fake-useragent==1.5.1
     # via open-webui
 fastapi==0.111.0
     # via chromadb
-    # via fastapi-sso
     # via langchain-chroma
-    # via litellm
     # via open-webui
 fastapi-cli==0.0.4
     # via fastapi
-fastapi-sso==0.10.0
-    # via litellm
 faster-whisper==1.0.2
     # via open-webui
 filelock==3.14.0
@@ -191,8 +196,6 @@ grpcio==1.63.0
     # via opentelemetry-exporter-otlp-proto-grpc
 grpcio-status==1.62.2
     # via google-api-core
-gunicorn==22.0.0
-    # via litellm
 h11==0.14.0
     # via httpcore
     # via uvicorn
@@ -206,9 +209,7 @@ httptools==0.6.1
     # via uvicorn
 httpx==0.27.0
     # via fastapi
-    # via fastapi-sso
     # via langfuse
-    # via openai
 huggingface-hub==0.23.0
     # via faster-whisper
     # via sentence-transformers
@@ -225,7 +226,6 @@ idna==3.7
     # via unstructured-client
     # via yarl
 importlib-metadata==7.0.0
-    # via litellm
     # via opentelemetry-api
 importlib-resources==6.4.0
     # via chromadb
@@ -234,7 +234,6 @@ itsdangerous==2.2.0
 jinja2==3.1.4
     # via fastapi
     # via flask
-    # via litellm
     # via torch
 jmespath==1.0.1
     # via boto3
@@ -272,8 +271,8 @@ langsmith==0.1.57
     # via langchain
     # via langchain-community
     # via langchain-core
-litellm==1.37.20
-    # via open-webui
+lark==1.1.8
+    # via rtfde
 lxml==5.2.2
     # via unstructured
 markdown==3.6
@@ -294,6 +293,8 @@ monotonic==1.6
     # via posthog
 mpmath==1.3.0
     # via sympy
+msoffcrypto-tool==5.4.1
+    # via oletools
 multidict==6.0.5
     # via aiohttp
     # via yarl
@@ -325,15 +326,19 @@ numpy==1.26.4
     # via transformers
     # via unstructured
 oauthlib==3.2.2
-    # via fastapi-sso
     # via kubernetes
     # via requests-oauthlib
+olefile==0.47
+    # via extract-msg
+    # via msoffcrypto-tool
+    # via oletools
+oletools==0.60.1
+    # via pcodedmp
+    # via rtfde
 onnxruntime==1.17.3
     # via chromadb
     # via faster-whisper
     # via rapidocr-onnxruntime
-openai==1.28.1
-    # via litellm
 opencv-python==4.9.0.80
     # via rapidocr-onnxruntime
 opencv-python-headless==4.9.0.80
@@ -375,15 +380,14 @@ ordered-set==4.1.0
     # via deepdiff
 orjson==3.10.3
     # via chromadb
+    # via duckduckgo-search
     # via fastapi
     # via langsmith
-    # via litellm
 overrides==7.7.0
     # via chromadb
 packaging==23.2
     # via black
     # via build
-    # via gunicorn
     # via huggingface-hub
     # via langchain-core
     # via langfuse
@@ -397,6 +401,8 @@ passlib==1.7.4
     # via open-webui
 pathspec==0.12.1
     # via black
+pcodedmp==1.2.6
+    # via oletools
 peewee==3.17.5
     # via open-webui
     # via peewee-migrate
@@ -437,27 +443,27 @@ pycparser==2.22
 pydantic==2.7.1
     # via chromadb
     # via fastapi
-    # via fastapi-sso
     # via google-generativeai
     # via langchain
     # via langchain-core
     # via langfuse
     # via langsmith
     # via open-webui
-    # via openai
 pydantic-core==2.18.2
     # via pydantic
+pydub==0.25.1
+    # via open-webui
 pygments==2.18.0
     # via rich
 pyjwt==2.8.0
-    # via litellm
     # via open-webui
 pymysql==1.1.0
     # via open-webui
 pypandoc==1.13
     # via open-webui
-pyparsing==3.1.2
+pyparsing==2.4.7
     # via httplib2
+    # via oletools
 pypdf==4.2.0
     # via open-webui
     # via unstructured-client
@@ -465,6 +471,8 @@ pypika==0.48.9
     # via chromadb
 pyproject-hooks==1.1.0
     # via build
+pyreqwest-impersonate==0.4.7
+    # via duckduckgo-search
 python-dateutil==2.9.0.post0
     # via botocore
     # via kubernetes
@@ -472,7 +480,6 @@ python-dateutil==2.9.0.post0
     # via posthog
     # via unstructured-client
 python-dotenv==1.0.1
-    # via litellm
     # via uvicorn
 python-engineio==4.9.0
     # via python-socketio
@@ -484,7 +491,6 @@ python-magic==0.4.27
     # via unstructured
 python-multipart==0.0.9
     # via fastapi
-    # via litellm
     # via open-webui
 python-socketio==5.11.2
     # via open-webui
@@ -503,7 +509,6 @@ pyyaml==6.0.1
     # via langchain
     # via langchain-community
     # via langchain-core
-    # via litellm
     # via rapidocr-onnxruntime
     # via transformers
     # via uvicorn
@@ -513,11 +518,10 @@ rapidfuzz==3.9.0
     # via unstructured
 rapidocr-onnxruntime==1.3.22
     # via open-webui
-redis==5.0.4
-    # via rq
+red-black-tree-mod==1.20
+    # via extract-msg
 regex==2024.5.10
     # via nltk
-    # via tiktoken
     # via transformers
 requests==2.32.2
     # via chromadb
@@ -527,11 +531,9 @@ requests==2.32.2
     # via langchain
     # via langchain-community
     # via langsmith
-    # via litellm
     # via open-webui
     # via posthog
     # via requests-oauthlib
-    # via tiktoken
     # via transformers
     # via unstructured
     # via unstructured-client
@@ -540,11 +542,11 @@ requests-oauthlib==2.0.0
     # via kubernetes
 rich==13.7.1
     # via typer
-rq==1.16.2
-    # via litellm
 rsa==4.9
     # via google-auth
     # via python-jose
+rtfde==0.1.1
+    # via extract-msg
 s3transfer==0.10.1
     # via boto3
 safetensors==0.4.3
@@ -577,7 +579,6 @@ six==1.16.0
 sniffio==1.3.1
     # via anyio
     # via httpx
-    # via openai
 soupsieve==2.5
     # via beautifulsoup4
 sqlalchemy==2.0.30
@@ -597,12 +598,9 @@ tenacity==8.3.0
     # via langchain-core
 threadpoolctl==3.5.0
     # via scikit-learn
-tiktoken==0.6.0
-    # via litellm
 tokenizers==0.15.2
     # via chromadb
     # via faster-whisper
-    # via litellm
     # via transformers
 torch==2.3.0
     # via sentence-transformers
@@ -611,7 +609,6 @@ tqdm==4.66.4
     # via google-generativeai
     # via huggingface-hub
     # via nltk
-    # via openai
     # via sentence-transformers
     # via transformers
 transformers==4.39.3
@@ -624,7 +621,6 @@ typing-extensions==4.11.0
     # via fastapi
     # via google-generativeai
     # via huggingface-hub
-    # via openai
     # via opentelemetry-sdk
     # via pydantic
     # via pydantic-core
@@ -641,6 +637,7 @@ tzdata==2024.1
     # via pandas
 tzlocal==5.2
     # via apscheduler
+    # via extract-msg
 ujson==5.10.0
     # via fastapi
 unstructured==0.14.0
@@ -657,7 +654,6 @@ urllib3==2.2.1
 uvicorn==0.22.0
     # via chromadb
     # via fastapi
-    # via litellm
     # via open-webui
 uvloop==0.19.0
     # via uvicorn

requirements.lock

@@ -7,12 +7,12 @@
 #   all-features: false
 #   with-sources: false
 #   generate-hashes: false
+#   universal: false
 
 -e file:.
 aiohttp==3.9.5
     # via langchain
     # via langchain-community
-    # via litellm
     # via open-webui
 aiosignal==1.3.1
     # via aiohttp
@@ -20,11 +20,9 @@ annotated-types==0.6.0
     # via pydantic
 anyio==4.3.0
     # via httpx
-    # via openai
     # via starlette
     # via watchfiles
 apscheduler==3.10.4
-    # via litellm
     # via open-webui
 argon2-cffi==23.1.0
     # via open-webui
@@ -34,11 +32,12 @@ asgiref==3.8.1
     # via opentelemetry-instrumentation-asgi
 attrs==23.2.0
     # via aiohttp
+authlib==1.3.1
+    # via open-webui
 av==11.0.0
     # via faster-whisper
 backoff==2.2.1
     # via langfuse
-    # via litellm
     # via posthog
     # via unstructured
 bcrypt==4.1.3
@@ -46,6 +45,7 @@ bcrypt==4.1.3
     # via open-webui
     # via passlib
 beautifulsoup4==4.12.3
+    # via extract-msg
     # via unstructured
 bidict==0.23.1
     # via python-socketio
@@ -83,17 +83,21 @@ chromadb==0.5.0
     # via open-webui
 click==8.1.7
     # via black
+    # via duckduckgo-search
     # via flask
-    # via litellm
     # via nltk
     # via peewee-migrate
-    # via rq
     # via typer
     # via uvicorn
+colorclass==2.2.2
+    # via oletools
 coloredlogs==15.0.1
     # via onnxruntime
+compressed-rtf==1.0.6
+    # via extract-msg
 cryptography==42.0.7
-    # via litellm
+    # via authlib
+    # via msoffcrypto-tool
     # via pyjwt
 ctranslate2==4.2.1
     # via faster-whisper
@@ -109,33 +113,34 @@ defusedxml==0.7.1
 deprecated==1.2.14
     # via opentelemetry-api
     # via opentelemetry-exporter-otlp-proto-grpc
-distro==1.9.0
-    # via openai
 dnspython==2.6.1
     # via email-validator
 docx2txt==0.8
     # via open-webui
+duckduckgo-search==6.1.5
+    # via open-webui
+easygui==0.98.3
+    # via oletools
+ebcdic==1.1.1
+    # via extract-msg
 ecdsa==0.19.0
     # via python-jose
 email-validator==2.1.1
     # via fastapi
-    # via pydantic
 emoji==2.11.1
     # via unstructured
 et-xmlfile==1.1.0
     # via openpyxl
+extract-msg==0.48.5
+    # via open-webui
 fake-useragent==1.5.1
     # via open-webui
 fastapi==0.111.0
     # via chromadb
-    # via fastapi-sso
     # via langchain-chroma
-    # via litellm
     # via open-webui
 fastapi-cli==0.0.4
     # via fastapi
-fastapi-sso==0.10.0
-    # via litellm
 faster-whisper==1.0.2
     # via open-webui
 filelock==3.14.0
@@ -191,8 +196,6 @@ grpcio==1.63.0
     # via opentelemetry-exporter-otlp-proto-grpc
 grpcio-status==1.62.2
     # via google-api-core
-gunicorn==22.0.0
-    # via litellm
 h11==0.14.0
     # via httpcore
     # via uvicorn
@@ -206,9 +209,7 @@ httptools==0.6.1
     # via uvicorn
 httpx==0.27.0
     # via fastapi
-    # via fastapi-sso
     # via langfuse
-    # via openai
 huggingface-hub==0.23.0
     # via faster-whisper
     # via sentence-transformers
@@ -225,7 +226,6 @@ idna==3.7
     # via unstructured-client
     # via yarl
 importlib-metadata==7.0.0
-    # via litellm
     # via opentelemetry-api
 importlib-resources==6.4.0
     # via chromadb
@@ -234,7 +234,6 @@ itsdangerous==2.2.0
 jinja2==3.1.4
     # via fastapi
     # via flask
-    # via litellm
     # via torch
 jmespath==1.0.1
     # via boto3
@@ -272,8 +271,8 @@ langsmith==0.1.57
     # via langchain
     # via langchain-community
     # via langchain-core
-litellm==1.37.20
-    # via open-webui
+lark==1.1.8
+    # via rtfde
 lxml==5.2.2
     # via unstructured
 markdown==3.6
@@ -294,6 +293,8 @@ monotonic==1.6
     # via posthog
 mpmath==1.3.0
     # via sympy
+msoffcrypto-tool==5.4.1
+    # via oletools
 multidict==6.0.5
     # via aiohttp
     # via yarl
@@ -325,15 +326,19 @@ numpy==1.26.4
     # via transformers
     # via unstructured
 oauthlib==3.2.2
-    # via fastapi-sso
     # via kubernetes
     # via requests-oauthlib
+olefile==0.47
+    # via extract-msg
+    # via msoffcrypto-tool
+    # via oletools
+oletools==0.60.1
+    # via pcodedmp
+    # via rtfde
 onnxruntime==1.17.3
     # via chromadb
     # via faster-whisper
     # via rapidocr-onnxruntime
-openai==1.28.1
-    # via litellm
 opencv-python==4.9.0.80
     # via rapidocr-onnxruntime
 opencv-python-headless==4.9.0.80
@@ -375,15 +380,14 @@ ordered-set==4.1.0
     # via deepdiff
 orjson==3.10.3
     # via chromadb
+    # via duckduckgo-search
     # via fastapi
     # via langsmith
-    # via litellm
 overrides==7.7.0
     # via chromadb
 packaging==23.2
     # via black
     # via build
-    # via gunicorn
     # via huggingface-hub
     # via langchain-core
     # via langfuse
@@ -397,6 +401,8 @@ passlib==1.7.4
     # via open-webui
 pathspec==0.12.1
     # via black
+pcodedmp==1.2.6
+    # via oletools
 peewee==3.17.5
     # via open-webui
     # via peewee-migrate
@@ -437,27 +443,27 @@ pycparser==2.22
 pydantic==2.7.1
     # via chromadb
     # via fastapi
-    # via fastapi-sso
     # via google-generativeai
     # via langchain
     # via langchain-core
     # via langfuse
     # via langsmith
     # via open-webui
-    # via openai
 pydantic-core==2.18.2
     # via pydantic
+pydub==0.25.1
+    # via open-webui
 pygments==2.18.0
     # via rich
 pyjwt==2.8.0
-    # via litellm
     # via open-webui
 pymysql==1.1.0
     # via open-webui
 pypandoc==1.13
     # via open-webui
-pyparsing==3.1.2
+pyparsing==2.4.7
     # via httplib2
+    # via oletools
 pypdf==4.2.0
     # via open-webui
     # via unstructured-client
@@ -465,6 +471,8 @@ pypika==0.48.9
     # via chromadb
 pyproject-hooks==1.1.0
     # via build
+pyreqwest-impersonate==0.4.7
+    # via duckduckgo-search
 python-dateutil==2.9.0.post0
     # via botocore
     # via kubernetes
@@ -472,7 +480,6 @@ python-dateutil==2.9.0.post0
     # via posthog
     # via unstructured-client
 python-dotenv==1.0.1
-    # via litellm
     # via uvicorn
 python-engineio==4.9.0
     # via python-socketio
@@ -484,7 +491,6 @@ python-magic==0.4.27
     # via unstructured
 python-multipart==0.0.9
     # via fastapi
-    # via litellm
     # via open-webui
 python-socketio==5.11.2
     # via open-webui
@@ -503,7 +509,6 @@ pyyaml==6.0.1
     # via langchain
     # via langchain-community
     # via langchain-core
-    # via litellm
     # via rapidocr-onnxruntime
     # via transformers
     # via uvicorn
@@ -513,11 +518,10 @@ rapidfuzz==3.9.0
     # via unstructured
 rapidocr-onnxruntime==1.3.22
     # via open-webui
-redis==5.0.4
-    # via rq
+red-black-tree-mod==1.20
+    # via extract-msg
 regex==2024.5.10
     # via nltk
-    # via tiktoken
     # via transformers
 requests==2.32.2
     # via chromadb
@@ -527,11 +531,9 @@ requests==2.32.2
     # via langchain
     # via langchain-community
     # via langsmith
-    # via litellm
     # via open-webui
     # via posthog
     # via requests-oauthlib
-    # via tiktoken
     # via transformers
     # via unstructured
     # via unstructured-client
@@ -540,11 +542,11 @@ requests-oauthlib==2.0.0
     # via kubernetes
 rich==13.7.1
     # via typer
-rq==1.16.2
-    # via litellm
 rsa==4.9
     # via google-auth
     # via python-jose
+rtfde==0.1.1
+    # via extract-msg
 s3transfer==0.10.1
     # via boto3
 safetensors==0.4.3
@@ -577,7 +579,6 @@ six==1.16.0
 sniffio==1.3.1
     # via anyio
     # via httpx
-    # via openai
 soupsieve==2.5
     # via beautifulsoup4
 sqlalchemy==2.0.30
@@ -597,12 +598,9 @@ tenacity==8.3.0
     # via langchain-core
 threadpoolctl==3.5.0
     # via scikit-learn
-tiktoken==0.6.0
-    # via litellm
 tokenizers==0.15.2
     # via chromadb
     # via faster-whisper
-    # via litellm
     # via transformers
 torch==2.3.0
     # via sentence-transformers
@@ -611,7 +609,6 @@ tqdm==4.66.4
     # via google-generativeai
     # via huggingface-hub
     # via nltk
-    # via openai
     # via sentence-transformers
     # via transformers
 transformers==4.39.3
@@ -624,7 +621,6 @@ typing-extensions==4.11.0
     # via fastapi
     # via google-generativeai
     # via huggingface-hub
-    # via openai
     # via opentelemetry-sdk
     # via pydantic
     # via pydantic-core
@@ -641,6 +637,7 @@ tzdata==2024.1
     # via pandas
 tzlocal==5.2
     # via apscheduler
+    # via extract-msg
 ujson==5.10.0
     # via fastapi
 unstructured==0.14.0
@@ -657,7 +654,6 @@ urllib3==2.2.1
 uvicorn==0.22.0
     # via chromadb
     # via fastapi
-    # via litellm
     # via open-webui
 uvloop==0.19.0
     # via uvicorn