* 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>
* fix(lemonade): throw on embedding failures instead of returning empty vectors
* use class logger
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* add API key param to Lemonade LLM Provider and Embedding Provider
* add LEMONADE_LLM_API_KEY to .env.example
* add api key to aibitat provider
* fix api key from being sent to frontend
* fix tooltip id
* add null fallback for `apiKey`
* remove console log
* add missing api keys
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.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>
* 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>
* implemented openrouter embedding model support
* ran yarn lint
* data handling entry
---------
Co-authored-by: timothycarambat <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
* Add ENV to configure api request delay for generic open ai embedding engine
* yarn lint formatting
* refactor
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* 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>
* feat: add support for voyage-3-large and voyage-code-3 embedding models
- Add voyage-3-large and voyage-code-3 to VoyageAiOptions dropdown
- Update getMaxEmbeddingLength to support 32k context for new models
- Update .env.example with new model options
* unset env example
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* Add support for Google Generative AI (Gemini) embedder
* Add missing example in docker
Fix UI key elements in options
Add Gemini to data handling section
Patch issues with chunk handling during embedding
* remove dupe in env
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* exposes `maxConcurrentChunks` parameter for the generic openai embedder through configuration. This allows setting a batch size for endpoints which don't support the default of 500
* Update new field to new UI
make getting to ensure proper type and format
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* ollama: Switch from parallel to sequential chunk embedding
* throw error on empty embeddings
---------
Co-authored-by: John Blomberg <john.jb.blomberg@gmail.com>
* add support for voyageai embedder
* remove unneeded import
* linting
* Add ENV examples
Update how chunks are processed for Voyage
use correct langchain import
Add data handling
---------
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* getChatCompletion working WIP streaming
* WIP
* working streaming WIP abort stream
* implement cohere embedder support
* remove inputType option from cohere embedder
* fix cohere LLM from not aborting stream when canceled by user
* Patch Cohere implemention
* add cohere to onboarding
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
