* 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>
* Migrate gemini agents away from `Untooled`
* disable agents for gemma models as they are not supported for tool calling
* Dev build
resolve#4452 via function name prefix and then stripping within provider
* Reimplement Cohere models
- Redo LLM implementation to grab models from endpoint and pre-filter
- Migrate embedding models to also grab from remote
- Add records for easy context window lookup'
* fix comment
* auto model context limit detection for ollama llm provider
* auto model context limit detection for lmstudio llm provider
* Patch Ollama to function and sync context windows like Foundry
* normalize how model context windows are cached from endpoint service
todo: move this into global utility class with MODEL_MAP
eager load models on boot to pre-cache them
add performance model improvements into ollama agent as well as apply n_ctx
* remove debug log
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* add microsoft foundry local llm and agent providers
* minor change to fix early stop token + overloading of context window
always use user defined window _unless_ it is larger than the models real contenxt window
cache the context windows when we can from the API (0.7.*)+
Unload model forcefully on model change to prevent resource hogging
* add back token preference since some models have very large windows and can crash a machine
normalize cases
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* WIP agentic tool call streaming
- OpenAI
- Anthropic
- Azure OpenAI
* WIP rest of providers EXCLUDES Bedrock and GenericOpenAI
* patch untooled complete/streaming to use chatCallback provider from provider class and not assume OpenAI client struct
example: Ollama
* modify ollama to function with its own overrides
normalize completion/stream outputs across providers/untooled
* dev build
* fix message sanization for anthropic agent streaming
* wip fix anthropic agentic streaming sanitization
* patch gemini, webgenui, generic aibitat providers + disable providers unable to test
* refactor anthropic aibitat provider for empty message and tool call formatting
* Add frontend missing prop check
update Azure for streaming support
update Gemini to streamting support on gemini-* models
generic OpenAI disable streaming
verify localAI support
verify NVIDIA Nim support
* DPAIS, remove temp from call, support streaming'
* remove 0 temp to remove possibility of bad temp error/500s/400s
* Patch condition where model is non-streamable and no tools are present or called resulting in the provider `handleFunctionCallChat` being called - which returns a string.
This would then fail in Untooled.complete since response would be a string and not the expected `response.choices?.[0]?.message`
Modified this line to handle both conditions for stream/non-streaming and tool presence or lack thereof
* Allow generic Openai to be streamable since using untooled it should work fine
honor disabled streaming for provider where that concern may apply for regular chats
* rename function and more gemini-specific function to gemini provider
* add comments for readability
.complete on azure should be non-streaming as this is the sync response
* migrate CometAPI, but disable as we cannot test
---------
Co-authored-by: shatfield4 <seanhatfield5@gmail.com>
* Fix system prompt variable color logic by removing unused variable type from switch statement and adding new types.
* Add workspace id, name and user id as default system prompt variables
* Combine user and workspace variable evaluations into a single if statment, reducing redundant code.
* minor refactor
* add systemPromptVariable expandSystemPromptVariables test cases
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* Fix JSDOC for updateOrCreateCollection
* Add sanitizeForJsonb method to PGVector for safe JSONB handling
This new method recursively sanitizes values intended for JSONB storage, removing disallowed control characters and ensuring safe insertion into PostgreSQL. The method is integrated into the vector insertion process to sanitize metadata before database operations.
* Add unit tests for PGVector.sanitizeForJsonb method
This commit introduces a comprehensive test suite for the PGVector.sanitizeForJsonb method, ensuring it correctly handles various input types, including null, undefined, strings with disallowed control characters, objects, arrays, and Date objects. The tests verify that the method sanitizes inputs without mutating the original data structures.
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* Add HTTP request logging middleware for development mode
- Introduced httpLogger middleware to log HTTP requests and responses.
- Enabled logging only in development mode to assist with debugging.
* Update httpLogger middleware to disable time logging by default
* Add httpLogger middleware for development mode in collector service
* Refactor httpLogger middleware to rename timeLogs parameter to enableTimestamps for clarity
* Make HTTP Logger only mount in development and environment flag is enabled.
* Update .env.example to clarify HTTP Logger configuration comments
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* Add className property to various LLM and embedder classes to fix logging bug after minification
* Fix bug with this.log method by applying the missing private field symbol
* migrate openai llm provider to use responses api
* add back image support
* dont recalc tokens from OpenAI since we get metrics back
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* Add ENV to configure api request delay for generic open ai embedding engine
* yarn lint formatting
* refactor
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* Add User-Agent header on the requests sent by Generic OpenAI providers.
* Moved getAnythingLLMUserAgent helper fn to server/endpoints/utils.js and changed fallback version string to "unknown"
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* Added the ability to pass in metadata to the /document/upload/{folderName} endpoint
* Added the ability to pass in metadata to the /document/upload-link endpoint
* feat: added metadata to document/upload api endpoint
* simplify optional metadata in document dev api endpoints
* lint
* patch handling of metadata in dev api
* Linting, small comments
---------
Co-authored-by: jstawskigmi <jstawski@getmyinterns.org>
Co-authored-by: shatfield4 <seanhatfield5@gmail.com>
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* feat: Implement CometAPI integration for chat completions and model management
- Added CometApiLLM class for handling chat completions using CometAPI.
- Implemented model synchronization and caching mechanisms.
- Introduced streaming support for chat responses with timeout handling.
- Created CometApiProvider class for agent interactions with CometAPI.
- Enhanced error handling and logging throughout the integration.
- Established a structure for managing function calls and completions.
* linting
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* export image support for json and jsonl
* add tests and cleanup functionality
* add test for convertTo prepare function
* comment
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* add chroma cloud as new vector db provider
* update docker example env
* extend chroma class to chroma cloud
* update readme
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* Added exa-search case to the search provider switch in web-browsing.js
* Added ExaSearchOptions component for API key input
* update
* Patch missing image crashing UI
Fix issue where ENV key did not exist or was saved on click
Update copy for provider
Add Docs for ENV keys for manual placements
update systemssettings for returning key saved to UI
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* Create parse endpoint in collector (#4212)
* create parse endpoint in collector
* revert cleanup temp util call
* lint
* remove unused cleanupTempDocuments function
* revert slug change
minor change for destinations
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* Add parsed files table and parse server endpoints (#4222)
* add workspace_parsed_files table + parse endpoints/models
* remove dev api parse endpoint
* remove unneeded imports
* iterate over all files + remove unneeded update function + update telemetry debounce
* Upload UI/UX context window check + frontend alert (#4230)
* prompt user to embed if exceeds prompt window + handle embed + handle cancel
* add tokenCountEstimate to workspace_parsed_files + optimizations
* use util for path locations + use safeJsonParse
* add modal for user decision on overflow of context window
* lint
* dynamic fetching of provider/model combo + inject parsed documents
* remove unneeded comments
* popup ui for attaching/removing files + warning to embed + wip fetching states on update
* remove prop drilling, fetch files/limits directly in attach files popup
* rework ux of FE + BE optimizations
* fix ux of FE + BE optimizations
* Implement bidirectional sync for parsed file states
linting
small changes and comments
* move parse support to another endpoint file
simplify calls and loading of records
* button borders
* enable default users to upload parsed files but NOT embed
* delete cascade on user/workspace/thread deletion to remove parsedFileRecord
* enable bgworker with "always" jobs and optional document sync jobs
orphan document job: Will find any broken reference files to prevent overpollution of the storage folder. This will run 10s after boot and every 12hr after
* change run timeout for orphan job to 1m to allow settling before spawning a worker
* linting and cleanup pr
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* dev build
* fix tooltip hiding during embedding overflow files
* prevent crash log from ERRNO on parse files
* unused import
* update docs link
* Migrate parsed-files to GET endpoint
patch logic for grabbing models names from utils
better handling for undetermined context windows (null instead of Pos_INIFI)
UI placeholder for null context windows
* patch URL
---------
Co-authored-by: Sean Hatfield <seanhatfield5@gmail.com>
* WIP on mobile connections
todo: register devices
todo: data sync or connection
* improve connection flow and registration
add streaming from service
TODO: user scoping
* dev build mobile support
* fix path
* handle relative URLs
* handle localhost access in product
* add device de-register
* sync styles
* move UI to be out of the normal path since beta only
* Add user scoping to mobile connection requests
Remigrate DB for user associations
Implement temp token registration to prevent unauthorized device registration requests
cleanup middlewares
* WIP on embedder selection
TODO: apply splitting and query prefixes (if applicable)
* wip on upsert
* Support base model
support nomic-text-embed-v1
support multilingual-e5-small
Add prefixing for both embedding and query for RAG tasks
Add chunking prefix to all vector dbs to apply prefix when possible
Show dropdown and auto-pull on new selection
* norm translations
* move supported models to constants
handle null seelction or invalid selection on dropdown
update comments
* dev
* patch text splitter maximums for now
* normalize translations
* add tests for splitter functionality
* normalize
---------
Co-authored-by: shatfield4 <seanhatfield5@gmail.com>
* fix multimodal chats via openai compat api
* lint
* add tests for multi-modal content in openai compat endpoint
* refactor to normalize how openai attachments are handled
* uncheck file
* rewrite tests, autodetect mime from dataurl, and spread attachments from prompt
* lint
* revert and fix tests
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* configurable message limit for embed widget
* remove console log
* make field optional + add fallback
* rework validation logic
* lint
* remove field specific guard, it cannot be lte 0 like all other fields
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* allow static defined prompt variables to be accessed by any authd user
* improve filtering logic and comments
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* Enable UI/UX for model swapping in chat window
* forgot component
* patch useGetProviders hook to set loading on change of provider
* dev build
* normalize translations
* patch how model default is provided
---------
Co-authored-by: shatfield4 <seanhatfield5@gmail.com>
* implement importing of agent flows from community hub
* auto enable flow on import
* remove unused blocks for docker
prevent importing or saving of agent flows that have unsupported blocks for version or platform
* dev build
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* wip: create direct output switch on last block and send response to ui
* lint
* Return flow on direct output enabled
prevent new blocks below direct output block
Update executor/aibitat to handle skipping of handler outputs
* dev build
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* implement json parser for agent flow to allow dot notation and array access
* lint
* patch parser for pathing on objects
add tests for cases
* Move webscraping deps to closure
update tests to not modify env since no longer needed
do not modify paths with spaces - could be text key with spaces
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* Fix: MCP server environment inheritance across platforms
- Fix GUI applications not inheriting proper PATH/NODE_PATH
- Correct Docker NODE_PATH to point to modules directory
- Ensure base environment is always provided
- Preserve user environment variable overrides
- Resolves -32000 Connection closed errors on macOS/Linux GUI
* Fix: MCP server environment inheritance across platforms after linting
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
