* implement native embedder job queue
* persist embedding progress across renders
* add development worker timeouts
* change to static method
* native reranker
* remove useless return
* lint
* simplify
* make embedding worker timeout value configurable by admin
* add event emission for missing data
* lint
* remove onProgress callback argument
* make rerank to rerankDirect
* persists progress state across app reloads
* remove chunk level progress reporting
* remove unuse dvariable
* make NATIVE_RERANKING_WORKER_TIMEOUT user configurable
* remove dead code
* scope embedding progress per-user and clear stale state on SSE reconnect
* lint
* revert vector databases and embedding engines to call their original methods
* simplify rerank
* simplify progress fetching by removing updateProgressFromApi
* remove duplicate jsdoc
* replace sessionStorage persistence with server-side history replay for embedding progress
* fix old comment
* fix: ignore premature SSE all_complete when embedding hasn't started yet
The SSE connection opens before the embedding API call fires, so the
server sees no buffered history and immediately sends all_complete.
Firefox dispatches this eagerly enough that it closes the EventSource
before real progress events arrive, causing the progress UI to clear
and fall back to the loading spinner. Chrome's EventSource timing
masks the race.
Track slugs where startEmbedding was called but no real progress event
has arrived yet via awaitingProgressRef. Ignore the first all_complete
for those slugs and keep the connection open for the real events.
* reduce duplication with progress emissions
* remove dead code
* refactor: streamline embedding progress handling
Removed unnecessary tracking of slugs for premature all_complete events in the EmbeddingProgressProvider. Updated the server-side logic to avoid sending all_complete when no embedding is in progress, allowing the connection to remain open for real events. Adjusted the embedding initiation flow to ensure the server processes the job before the SSE connection opens, improving the reliability of progress updates.
* fix stale comment
* remove unused function
* fix event emissions for document creation failure
* refactor: move Reranking Worker Idle Timeout input to LanceDBOptions component
Extracted the Reranking Worker Idle Timeout input from GeneralEmbeddingPreference and integrated it into the LanceDBOptions component. This change enhances modularity and maintains a cleaner structure for the settings interface.
* lint
* remove unused hadHistory vars
* refactor workspace directory by hoisting component and converting into functions
* moved EmbeddingProgressProvider to wrap Document Manager Modal
* refactor embed progress SSE connection to use fetchEventSource instead of native EventSource API.
* refactor message handlng into a function and reduce duplication
* refactor: utilize writeResponseChunk for event emissions in document embedding progress SSE
* refactor: explicit in-proc embedding and rerank methods that are called by workers instead of process.send checks
* Abstract EmbeddingProgressBus and Worker Queue into modules
* remove error and toast messages on embed process result
* use safeJsonParse
* add chunk-level progress events with per-document progress bar in UI
* remove unused parameter
* rename all worker timeout references to use ttl | remove ttl updating from UI
* refactor: pass embedding context through job payload instead of global state
* lint
* add graceful shutdown for workers
* apply figma styles
* refactor embedding worker to use bree
* use existing WorkerQueue class as the management layer for jobs
* lint
* revert all reranking worker changes back to master state
Removes the reranking worker queue, rerankViaWorker/rerankInProcess
renames, and NATIVE_RERANKING_WORKER_TTL config so this branch
only contains the embedding worker job queue feature.
* remove breeManaged flag — WorkerQueue always spawns via Bree
* fix prompt embedding bug
* have embedTextInput call embedChunksInProcess
* add message field to `process.send()`
* remove nullish check and error throw
* remove bespoke graceful shutdown logix
* add spawnWorker method and asbtract redudant flows into helper methods
* remove unneeded comment
* remove recomputation of TTL value
* frontend cleanup and refactor
* wip on backend refactor
* backend overhaul
* small lint
* second pass
* add logging, update endpoint
* simple refactor
* add reporting to all embedder providers
* fix styles
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* Add automatic chat mode with native tool calling support
Introduces a new automatic chat mode (now the default) that automatically invokes tools when the provider supports native tool calling. Conditionally shows/hides the @agent command based on whether native tooling is available.
- Add supportsNativeToolCalling() to AI providers (OpenAI, Anthropic, Azure always support; others opt-in via ENV)
- Update all locale translations with new mode descriptions
- Enhance translator to preserve Trans component tags
- Remove deprecated ability tags UI
* rebase translations
* WIP on image attachments. Supports initial image attachment + subsequent attachments
* persist images
* Image attachments and updates for providers
* desktop pre-change
* always show command on failure
* add back gemini streaming detection
* move provider native tooling flag to Provider func
* whoops - forgot to delete
* strip "@agent" from prompts to prevent weird replies
* translations for automatic-mode (#5145)
* translations for automatic-mode
* rebase
* translations
* lint
* fix dead translations
* change default for now to chat mode just for rollout
* remove pfp for workspace
* passthrough workspace for showAgentCommand detection and rendering
* Agent API automatic mode support
* ephemeral attachments passthrough
* support reading of pinned documents in agent context
* New chat history layout with chat bubbles (#4985)
* new chat history layout, remove message alignment setting
* remove orphaned chat alignment hook and MessageDirection
* remove workspace profile picture setting and fetch
* clean up unnecessary changes
* add light mode colors to chat ui and main page backgrounds
* update chat message and action icon colors for light mode
* update thinking and agent ui, layout, sizing
* update user message uploaded images ui
* update thought, agent containers to use new colors
* add truncatable content with gradient to user chat messages
* fix citations margin
* implement new edit message UI with save and submit actions
* add translations for TruncatableContent subcomponent
* remove unused props
* fix text colors for default mode chats, agent, thoughts container
* Normalize translations for new chat history layout (#5022)
* normalize translations
* update translations with DMR
* lint
* fix mismatched home container colors
* fix: add password character validation to onboarding single-user setup (#5037)
* fix single user mode password bug
* share const
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* Native Tool calling (#5071)
* 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
* fix: resolve Gemini agent 400 error on tool call responses (#5054)
* add gtc__ prefix to tool call names in Gemini agent message formatting
* resolve Gemini agent 400 error on tool call responses
* add comments explaining geminis thought signatures
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* fix: prevent CMD/CTRL+Arrow scroll from overriding textarea cursor movement (#5053)
prevent CMD/CTRL+Arrow scroll from overriding textarea cursor movement
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* linting, assistant speaker spacing and order, copy/edit order
---------
Co-authored-by: Marcello Fitton <106866560+angelplusultra@users.noreply.github.com>
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* Implement new citations UI (#5038)
* new chat history layout, remove message alignment setting
* remove orphaned chat alignment hook and MessageDirection
* remove workspace profile picture setting and fetch
* clean up unnecessary changes
* add light mode colors to chat ui and main page backgrounds
* update chat message and action icon colors for light mode
* update thinking and agent ui, layout, sizing
* update user message uploaded images ui
* update thought, agent containers to use new colors
* add truncatable content with gradient to user chat messages
* fix citations margin
* implement new edit message UI with save and submit actions
* add translations for TruncatableContent subcomponent
* remove unused props
* fix text colors for default mode chats, agent, thoughts container
* Normalize translations for new chat history layout (#5022)
* normalize translations
* update translations with DMR
* lint
* fix mismatched home container colors
* implement new citations ui with sources sidebar
* bottom sheet for mobile citations
* convert mobile citations bottom sheet to new modal design
* add score, border separators for mobile citations modal
* push down sources sidebar in password/multiuser mode
* fix animation gap, simplify sources sidebar by splitting state to persist data on animation
* add english translations
* fix spacing from citations sidebar when user has auth
* Normalize translations for new citation UI (#5087)
* normalize translations
* update translations using DMR
* fix pluralize to use i18n native solution
change reset to immediate clear
fix spacing for TTS when showing or not to not have space
* proper pluralize
* hide metrics on mobile, fix last message padding on mobile
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* New prompt input ui/tools menu (#5070)
* wip new prompt input ui/tools menu
* fix colors for prompt input
* redesign workspace llm selector, extract text size + model picker to components
* refactor ToolsMenu component
* fix colors/refactor WorkspaceModelPicker
* fix spacing in ws model picker, change order of tools menu tabs
* fix slash commands showing /reset instead of /exit during active agent session
* refactor ToolsMenu to be much simpler
* cleanup, fix behavior of setupup provider in WorkspaceModelPicker
* simplify AgentSkillsTab toggle logic
* add english translations for new components
* remove legacy slash command/agent popups, add ToolsMenu keyboard nav
* fix spacing of workspace model picker text
* fix SourcesSidebar and TextSizeMenu positioning after merge
* fix keyboard nav in ToolsMenu when clicking on tools button to open
* typo
* only auto pop up tools menu when prompt input is empty with /
* fix z index for tools menu on citation
* fix behavior of / in prompt input
* move global window agent session state to module level variable
* fix prompt input not clearing on /reset
* missing translations
* revert translating slash command
* fix STT auto-submit not working on home page
* Normalize translations for new prompt input/tools menu UI (#5130)
* normalize translations
* update translations using DMR script
* normalize translations
* update translations using DMR script
* remove slash_exit
* fix skills.js import after merge
* fix tooltip z-index rendering behind citations
* patch translation prune script to not remove special cases
* updates to tools input
* factory translations
* use safeJsonParse in clearPromptInputDraft
* normalize translations
* disable agent skill toggles during active agent sessions + show tooltip on disabled
* normalize translations
* handle enter key behavior when tools menu is open
* fix unfocusable modal for slash command edit/new
* fix sending prompt when editing/creating slash commands
* hide/show agent skills in tools menu based on role
* container borders for dark/light mode compliance to designs
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* update how tooltip works for agent menu
* update prompt input to show agent button with CTA in agent panel for user clarify
update agent session start prompt button in input
* translations
* translations + move regex for slash commands to constants
* fix open sidebar ux
* fix tools menu to always open to slash commands, dismiss auto pop up
* fix sidebar open/close button overlapping with ws model picker
---------
Co-authored-by: Sean Hatfield <seanhatfield5@gmail.com>
Co-authored-by: Marcello Fitton <106866560+angelplusultra@users.noreply.github.com>
* add eslint config to server
* add break statements to switch case
* add support for browser globals and turn off empty catch blocks
* disable lines with useless try/catch wrappers
* format
* fix no-undef errors
* disbale lines violating no-unsafe-finally
* ignore syncStaticLists.mjs
* use proper null check for creatorId instead of unreachable nullish coalescing
* remove unneeded typescript eslint comment
* make no-unused-private-class-members a warning
* disable line for no-empty-objects
* add new lint script
* fix no-unused-vars violations
* make no-unsued-vars an error
---------
Co-authored-by: shatfield4 <seanhatfield5@gmail.com>
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
Introduces a new automatic chat mode (now the default) that automatically invokes tools when the provider supports native tool calling. Conditionally shows/hides the @agent command based on whether native tooling is available.
- Add supportsNativeToolCalling() to AI providers (OpenAI, Anthropic, Azure always support; others opt-in via ENV)
- Update all locale translations with new mode descriptions
- Enhance translator to preserve Trans component tags
- Remove deprecated ability tags UI
* 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>
* Refactor api endpoint chat handler to its own function
remove legacy `chatWithWorkspace` and cleanup `index.js`
* Add `sessionId` in dev API to partition chats logically statelessly
* implement delete message feature
* add new delete chat endpoint that just hides messages from ui and fix perms
* refactor: add delete-event hooks for delete so we dont need to pass so much
refactor: implmentation of delete endpoint PUT
* update animation
linting
remove element on animiation to prevent popin
* linting and cleanup imports
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* implement thread forking feature
* rename thread based on forked message
* refactor bulk message create for thread fork + bump prisma version
* revert prisma version bump
* add todo to bulkCreate function in workspace chats
* cast user input to expected type to prevent prisma injection
* refactor: update order of ops for thread fork
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* implement regenerate response button
* wip on rerenders
* remove function that was duplicate
* update delete-chats function
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* Enable per-workspace provider/model combination
* cleanup
* remove resetWorkspaceChatModels and wipeWorkspaceModelPreference to prevent workspace from resetting model
* add space
---------
Co-authored-by: shatfield4 <seanhatfield5@gmail.com>
* Enable ability to do full-text query on documents
Show alert modal on first pin for client
Add ability to use pins in stream/chat/embed
* typo and copy update
* simplify spread of context and sources
* refactor stream/chat/embed-stram to be a single execution logic path so that it is easier to maintain and build upon
* no thread in sync chat since only api uses it
adjust import locations
* WIP RLHF works on historical messages
* refactor Actions component
* completed RLHF up and down votes for chats
* add defaults for HistoricalMessage params
* refactor RLHF implmenation
remove forwardRef on history items to prevent rerenders
* remove dup id
* Add rating to CSV output
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* WIP event logging - new table for events and new settings view for viewing
* WIP add logging
* UI for log rows
* rename files to Logging to prevent getting gitignore
* add metadata for all logging events and colored badges in logs page
* remove unneeded comment
* cleanup namespace for logging
* clean up backend calls
* update logging to show to => from settings changes
* add logging for invitations, created, deleted, and accepted
* add logging for user created, updated, suspended, or removed
* add logging for workspace deleted
* add logging for chat logs exported
* add logging for API keys, LLM, embedder, vector db, embed chat, and reset button
* modify event logs
* update to event log types
* simplify rendering of event badges
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* Implement total permission overhaul
Add explicit permissions on each flex and strict route
Patch issues with role escalation and CRUD of users
Patch permissions on all routes for coverage
Improve middleware to accept role array for clarity
* update comments
* remove permissions to API-keys for manager. Manager could generate API-key and using high-privelege api-key give themselves admin
* update sidebar permissions for multi-user and single user
* update options for mobile sidebar
* wip: init refactor of document processor to JS
* add NodeJs PDF support
* wip: partity with python processor
feat: add pptx support
* fix: forgot files
* Remove python scripts totally
* wip:update docker to boot new collector
* add package.json support
* update dockerfile for new build
* update gitignore and linting
* add more protections on file lookup
* update package.json
* test build
* update docker commands to use cap-add=SYS_ADMIN so web scraper can run
update all scripts to reflect this
remove docker build for branch
* added manager role to options
* block default role from editing workspace settings on workspace and text input box
* block default user from accessing settings at all
* create manager route
* let pass through if in single user mode
* fix permissions for manager and admin roles in settings
* fix settings button for single user and remove unneeded console.logs
* rename routes and paths for clarity
* admin, manager, default roles complete
* remove unneeded comments
* consistency changes
* manage permissions for mum modes
* update sidebar for single-user mode
* update comment on middleware
Modify permission setting for admins
* update render conditional
* Add role usage hint to each role
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
Limit is due to POST body max size. Sufficiently large requests will abort automatically
We should report that error back on the frontend during embedding
Update vectordb providers to return on failed
* WIP converted all sqlite models into prisma calls
* modify db setup and fix ApiKey model calls in admin.js
* renaming function params to be consistent
* converted adminEndpoints to utilize prisma orm
* converted chatEndpoints to utilize prisma orm
* converted inviteEndpoints to utilize prisma orm
* converted systemEndpoints to utilize prisma orm
* converted workspaceEndpoints to utilize prisma orm
* converting sql queries to prisma calls
* fixed default param bug for orderBy and limit
* fixed typo for workspace chats
* fixed order of deletion to account for sql relations
* fix invite CRUD and workspace management CRUD
* fixed CRUD for api keys
* created prisma setup scripts/docs for understanding how to use prisma
* prisma dependency change
* removing unneeded console.logs
* removing unneeded sql escape function
* linting and creating migration script
* migration from depreciated sqlite script update
* removing unneeded migrations in prisma folder
* create backup of old sqlite db and use transactions to ensure all operations complete successfully
* adding migrations to gitignore
* updated PRISMA.md docs for info on how to use sqlite migration script
* comment changes
* adding back migrations folder to repo
* Reviewing SQL and prisma integraiton on fresh repo
* update inline key replacement
* ensure migration script executes and maps foreign_keys regardless of db ordering
* run migration endpoint
* support new prisma backend
* bump version
* change migration call
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
