* checkpoint
* test MCP and flows
* add native tool call detection back to LMStudio
* add native tool call loops for Ollama
* Add ablity detection to DMR (regex parse)
* bedrock and generic openai with ENV flag
* deepseek native tool calling
* localAI native function
* groq support
* linting, add litellm and OR native tool calling via flag
* add check for timings field on final chunk to override usage data
* refactor: extract llama.cpp timings into reusable private method
Move timings extraction into #extractTimings so it can be shared
by both streaming (handleStream) and non-streaming (getChatCompletion)
code paths.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* lint and cleanup
---------
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* Migrate all existing deprecated system preferences endpoint services to new service by field | delete old endpoint and service
* format
* destructure settings from response
* nitpick
---------
Co-authored-by: shatfield4 <seanhatfield5@gmail.com>
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* Add the ability to edit existing SQL connections
* Enhance SQL connection management by adding connections prop to DBConnection and SQLConnectionModal components for improved duplicate detection and handling.
* format
* fix: prevent input defocus in SQL connection edit modal
Fixed an issue where typing in input fields would cause the field to lose
focus during editing. The useEffect dependency array was using the entire
existingConnection object, which could change reference on parent re-renders,
triggering unnecessary re-fetches and unmounting form inputs.
Changed the dependency to use the primitive database_id value instead of the
object reference, ensuring the effect only runs when the actual connection
being edited changes.
* fix: prevent duplicate SQL connections from being created
Fixed an issue where saving SQL connections multiple times would create
duplicate entries with auto-generated hash suffixes (e.g., my-db-abc7).
This occurred because the frontend maintained stale action properties on
connections after saves, causing the backend to treat already-saved
connections as new additions.
Backend changes (server/models/systemSettings.js):
- Modified mergeConnections to skip action:add items that already exist
- Reject duplicate updates instead of auto-renaming with UUID suffixes
- Check if original connection exists before applying updates
Frontend changes:
- Added hasChanges prop to SQL connector component
- Automatically refresh connections from backend after successful save
- Ensures local state has clean data without stale action properties
This prevents the creation of confusing duplicate entries and ensures
only the connections the user explicitly created are stored.
* Refactor to use existing system settings endpoint for getting agent SQL connections | Add better documentation
* Simplify handleUpdateConnection handler
* refactor mergeConnections to use map
* remove console log
* fix bug where edit SQL connection modal values werent recomputed after re-opening
* Add loading state for fetching agent SQL connections
* tooltip
* remove unused import
* Put skip conditions in switch statement
* throw error if default switch case is triggered
---------
Co-authored-by: shatfield4 <seanhatfield5@gmail.com>
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* Add Prisma unique constraint error messaging.
* Create `_identifyErrorAndFormatMessage` private method for identifying the error type and returning the approprioate error message string
* Implement Unix username standard validations on username creation and updating.
* Remove leading underscore permissibility | Replace hardcoded username rules with a centralized USERNAME_REQUIREMENTS_TEXT for better maintainability.
* Add username requirements translations for invite and admin user creation | Replace hardcoded username requirements with localized strings in user modals
* Refactor username requirements localization
* Remove unneeded comment | Move Regex comment to validator fn
* Remove username validation utility function to keep validation responsibilities on the server | Allow onboarding flow multi-user mode username creation step to send pre-validated credentials to server.
* Enhance error handling in system endpoints by returning a JSON response with error details instead of a plain status for internal server errors.
* Update username requirement localization in AccountModal and UserSetup components to use centralized translation key.
* test enforcements
allow users to keep existing usernames without collision
* Normalize Translations (#4861)
* normalize translations
* add translations
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* Extract Model Table to component
Add provider icons to header rows and installed models
Light mode supported
Mapping for model name id hints to provider
Update DMR to filter chat models by ability since not available via hub API
* linting + dev
* fix incorrect import
* Adjust fix path to use ESM import
* normalize fix-path imports and usage across the app
* extract path fix logic to utils for server and collector
* add helpers
* repin strip-ansi in collector
* fix log for localWhisper
lint
* Improve DMR support
- Autodetect models installed
- Grab all models from hub.docker to show available
- UI to handle render,search, install, and management of models
- Support functionality for chat, stream, and agentic calls
* forgot files
* fix loader circle being too large
fix tooltip width command
adjust location of docker installer open for web platform
* adjust imports
* Migrate Astra to class (#4722)
migrate astra to class
* Migrate LanceDB to class (#4721)
migrate lancedb to class
* Migrate Pinecone to class (#4726)
migrate pinecone to class
* Migrate Zilliz to class (#4729)
migrate zilliz to class
* Migrate Weaviate to class (#4728)
migrate weaviate to class
* Migrate Qdrant to class (#4727)
migrate qdrant to class
* Migrate Milvus to class (#4725)
migrate milvus to class
* Migrate Chroma to class (#4723)
migrate chroma to class
* Migrate Chroma Cloud to class (#4724)
* migrate chroma to class
* migrate chroma cloud to class
* move limits to class field
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* Migrate PGVector to class (#4730)
* migrate pgvector to class
* patch pgvector test
* convert connectionString, tableName, and validateConnection to static methods
* move instance properties to class fields
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* Refactor Zilliz Cloud vector DB provider (#4749)
simplify zilliz implementation by using milvus as base class
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* VectorDatabase base class (#4738)
create generic VectorDatabase base class
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* Extend VectorDatabase base class to all providers (#4755)
extend VectorDatabase base class to all providers
* patch lancedb import
* breakout name and add generic logger
* dev tag build
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* Refactor LLMPerformanceMonitor to use options object for measureStream parameters
* Refactor invocations of `measureStream` to use options arguments
* Change invocation of `measureStream` in anthropic provider to use options argument
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* add model tag to chatCompletion
* add modelTag `model` to async streaming
keeps default arguments for prompt token calculation where applied via explict arg
* fix HF default arg
* render all performance metrics as available for backward compatibility
add `timestamp` to both sync/async chat methods
* extract metrics string to function
* implement cohere agent support
* run yarn lint
* moderize Cohere
add supported langchain method
redo streaming since it was not working
looping of agent calls was not functioning
* change default model to real model tag
add case statement for model tag
* remove debug
* update default
* only whitelist known labels
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* Enhance OllamaEmbedder to support authentication by adding an authorization token in headers for client initialization.
* Add optional Auth Token input for Ollama embedding options
* move info elements
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* add refresh user functionality
* prettier
* add eslint disable comment for exhaustive-deps warning in AuthContext to stop nagging about navigate func
* remove unused imports and fix typo
* handle unsafe parse of undefined for in-session user deleted
* Refactor refreshUser function to handle errors and return structured response. Update AuthProvider to manage user data based on success status.
* Remove console error logging from promise catch in System model for cleaner error handling.
* change status from 404 to 400 and valid to success
* Refactor error handling in AuthProvider's refreshUser logic to remove redundant catch block and streamline user session management on failure.
* prettier
* reorder clauses - return errors
* refactor
account for all user modes
dev build
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* Refactor Azure OpenAI integration to use OpenAI SDK and the v1 API | Enable streaming for Azure Open AI basic inference provider
* Add info tooltip to inform user about 'Model Type' form field
* Add 'model_type_tooltip' key to multiple language translations
* Validate AZURE_OPENAI_ENDPOINT in provider construction
* remove unused import, update error handler, rescope URL utils
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* add refresh user functionality
* prettier
* add eslint disable comment for exhaustive-deps warning in AuthContext to stop nagging about navigate func
* remove unused imports and fix typo
* handle unsafe parse of undefined for in-session user deleted
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* fix astra not showing similarity score in citations ui
* fix qdrant not showing similarity score in citations ui
* fix weaviate not showing similarity score in citations ui
* Support Gitee AI(LLM Provider)
* refactor(server): 重构 GiteeAI 模型窗口限制功能,暂时将窗口限制硬编码,计划使用外部 API 数据和缓存
* updates for Gitee AI
* use legacy lookup since gitee does not enable getting token context windows
* add more missing records
* reorder imports
---------
Co-authored-by: 方程 <fangcheng@oschina.cn>
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* implemented openrouter embedding model support
* ran yarn lint
* data handling entry
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* feat: add base64 document attachment support to API chat endpoints
* remove parsed documents from api chat process
linting for simplicity
fix logic issues with flow of data through the pipeline
documentiation
* change var scope
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* Add Default System Prompt Management
- Introduced a new route for fetching and updating the default system prompt in the backend.
- Added a new Admin page for managing the default system prompt, including a form for editing and saving changes.
- Updated the SettingsSidebar to include a link to the new Default System Prompt page.
- Implemented fetching of available system prompt variables for use in the prompt editor.
- Enhanced the ChatSettings and ChatPromptSettings components to support the new default system prompt functionality.
This commit lays the groundwork for improved management of system prompts across workspaces.
* Remove validation for system prompt in ChatSettings component
* Add comment for system prompt in workspaces model
* linting, simplify logic for default assumption
* dev build
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* prompt caching for anthropic llm and agent providers
* add UI for control of ENV
simplify implementation
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* feat: add AWS Bedrock API Key option to settings panel
* feat: Bedrock API key auth method
* fix: hide IAM note when using bedrock api key
* move to camcelCase identifier for bedrock api key use
linting
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* fix: Use eval_duration for output TPS calculations and add as a metric field
* refactor usage of eval_duration from ollama metrics
* move eval_duration to usage
* overwrite duration in ollama provider wip measureAsyncFunction optional param
* allow for overloaded duration in measureAsyncFunction
* simplify flow for duration tracking
---------
Co-authored-by: shatfield4 <seanhatfield5@gmail.com>
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* paperless ngx data connector
* wip resync paperless ngx
* fix generateChunkSource for resyncing paperless ngx
* lint
* Refactor Paperless-NGX connector
Fix issue with date rendering in tooltip + extended width
Move tooltip details to be column for more space
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* add option to disable swagger docs via env
* update .example.env for docker and server
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* feat: add web app manifest and mobile PWA meta tags
* feat: serve dynamic manifest.json with custom branding for pwa
* feat: add ios status bar theming for pwa
* fix: prevent overscroll behavior for mobile
* fix: prevent ios safari auto-zoom on chat input
* fix: remove theme-color meta tags conflicting with ios status bar
* fix: add missing apple-mobile-web-app-capable meta tag for ios pwa
* fix: move catch-all route after manifest endpoint to prevent interception
* feat: add pwa detection helper and conditional styling for standalone mode
* PWA refactor
* undo changes to native CSS
* class fix
* proper response obj
* fix patch for import
* fix manifest errors
---------
Co-authored-by: Christian De Santis <christian.constantino98@gmail.com>
* fix(server): correct Qdrant batching logic for large uploads
Closes#4544
* modify O(3N) process to O(N)
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
