* add LMStudio agent support (generic) support
"work" with non-tool callable LLMs, highly dependent on system specs
* add comments
* enable few-shot prompting per function for OSS models
* Add Agent support for Ollama models
* azure, groq, koboldcpp agent support complete + WIP togetherai
* WIP gemini agent support
* WIP gemini blocked and will not fix for now
* azure fix
* merge fix
* add localai agent support
* azure untooled agent support
* merge fix
* refactor implementation of several agent provideers
* update bad merge comment
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* add text gen web ui LLM provider support
* update README
* README typo
* update TextWebUI display name
patch workspace<>model support for provider
---------
Co-authored-by: timothycarambat <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>
* WIP agent support
* move agent folder
* wip frontend socket
* checkpoint
* fix schema
* Checkpoint for plugins and AgentHandler
* refactor plugins and agent arch
* agent error reporting and handling
* add frontend elements for agents in prompt input
* WIP integrations for agents
* enable web-search agent config from frontend
* persist chat history
* update alert
* update migration
remove console logs
update close state for agent invocations
* add examples to dockerignore
Extract statusResponse to its own component
* update close method
* wrap scraping rejections
* add RAG search as funciton
* Add telem and link highlight
* chat support
* patch memory
* Add rechart as a plugin option
* Toggles for abilites of default agent (system wide)
Validate values for agent skills
Enable dynamic loading of skills
UI for toggle of skills
* add UI for toggle of configs for agent
* toggle WS or WSS protocol
* update NGNIX proxy pass
* move components around and capture failed websocket creation
* fix name
* tmp docker image
* reset workflow
* safety mark functions
* telem on tool calls
* remove hardcode short circuit
* separate web-browser from scrape
* extract summarizer to util
add abort handlers and controller for langchain stuff so socket close kills process
* langchain summarize verbose when in dev
* chart styling improvements + add title to chart
* fix legend from being cutoff in chart downloads
* remove cursor blink
---------
Co-authored-by: shatfield4 <seanhatfield5@gmail.com>
* Add support for Gemini-1.5 Pro
bump @google/generative-ai pkg
Toggle apiVersion if beta model selected
resolves#1109
* update API messages due to package change
* 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>
* [FEAT] Added port checks in updateENV.validDockerizedUrl to prevent docker from assuming it cannot access localhost URLs
* [CHORE] Updated error message to include Linux URL
* Patch port checking for general loopbacks
* typo
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* implement new version of anthropic sdk and support new models
* remove handleAnthropicStream and move to handleStream inside anthropic provider
* update useGetProvidersModels for new anthropic models
* WIP openrouter integration
* add OpenRouter options to onboarding flow and data handling
* add todo to fix headers for rankings
* OpenRouter LLM support complete
* Fix hanging response stream with OpenRouter
update tagline
update comment
* update timeout comment
* wait for first chunk to start timer
* sort OpenRouter models by organization
* uppercase first letter of organization
* sort grouped models by org
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* add LLM support for perplexity
* update README & example env
* fix ENV keys in example env files
* slight changes for QA of perplexity support
* Update Perplexity AI name
---------
Co-authored-by: timothycarambat <rambat1010@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>
* add more fields to csv export to make more useful
* refactor from review comments
* fix escapeCsv function
* catch export errors properly
---------
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>
* feature: Integrate Astra as vectorDBProvider
feature: Integrate Astra as vectorDBProvider
* Update .env.example
* Add env.example to docker example file
Update spellcheck fo Astra
Update Astra key for vector selection
Update order of AstraDB options
Resize Astra logo image to 330x330
Update methods of Astra to take in latest vectorDB params like TopN and more
Update Astra interface to support default methods and avoid crash errors from 404 collections
Update Astra interface to comply to max chunk insertion limitations
Update Astra interface to dynamically set dimensionality from chunk 0 size on creation
* reset workspaces
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* migrate pinecone package to latest version and migrate pinecone vectordb provider class
* remove pinecone environment name env variable and update docs to reflect removal & serverless support complete
* migrate query for pinecone db
* typo in log
---------
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
* add support for exporting to json and csv in workspace chats
* safety encode URL options
* remove message about openai fine tuning on export success
* all defaults to jsonl
* Persist special env keys on updates
---------
Co-authored-by: shatfield4 <seanhatfield5@gmail.com>
* add support for mistral api
* update docs to show support for Mistral
* add default temp to all providers, suggest different results per provider
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* WIP model selection per workspace (migrations and openai saves properly
* revert OpenAiOption
* add support for models per workspace for anthropic, localAi, ollama, openAi, and togetherAi
* remove unneeded comments
* update logic for when LLMProvider is reset, reset Ai provider files with master
* remove frontend/api reset of workspace chat and move logic to updateENV
add postUpdate callbacks to envs
* set preferred model for chat on class instantiation
* remove extra param
* linting
* remove unused var
* refactor chat model selection on workspace
* linting
* add fallback for base path to localai models
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* issue #543 support milvus vector db
* migrate Milvus to use MilvusClient instead of ORM
normalize env setup for docs/implementation
feat: embedder model dimension added
* update comments
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* add Together AI LLM support
* update readme to support together ai
* Patch togetherAI implementation
* add model sorting/option labels by organization for model selection
* linting + add data handling for TogetherAI
* change truthy statement
patch validLLMSelection method
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* Implement use of native embedder (all-Mini-L6-v2)
stop showing prisma queries during dev
* Add native embedder as an available embedder selection
* wrap model loader in try/catch
* print progress on download
* add built-in LLM support (expiermental)
* Update to progress output for embedder
* move embedder selection options to component
* saftey checks for modelfile
* update ref
* Hide selection when on hosted subdomain
* update documentation
hide localLlama when on hosted
* saftey checks for storage of models
* update dockerfile to pre-build Llama.cpp bindings
* update lockfile
* add langchain doc comment
* remove extraneous --no-metal option
* Show data handling for private LLM
* persist model in memory for N+1 chats
* update import
update dev comment on token model size
* update primary README
* chore: more readme updates and remove screenshots - too much to maintain, just use the app!
* remove screeshot link
* Implement use of native embedder (all-Mini-L6-v2)
stop showing prisma queries during dev
* Add native embedder as an available embedder selection
* wrap model loader in try/catch
* print progress on download
* Update to progress output for embedder
* move embedder selection options to component
* forgot import
* add Data privacy alert updates for local embedder
* allow use of any embedder for any llm/update data handling modal
* Apply embedder override and fallback to OpenAI and Azure models
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* feature: add LocalAI as llm provider
* update Onboarding/mgmt settings
Grab models from models endpoint for localai
merge with master
* update streaming for complete chunk streaming
update localAI LLM to be able to stream
* force schema on URL
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
Co-authored-by: tlandenberger <tobiaslandenberger@gmail.com>
* Using OpenAI API locally
* Infinite prompt input and compression implementation (#332)
* WIP on continuous prompt window summary
* wip
* Move chat out of VDB
simplify chat interface
normalize LLM model interface
have compression abstraction
Cleanup compressor
TODO: Anthropic stuff
* Implement compression for Anythropic
Fix lancedb sources
* cleanup vectorDBs and check that lance, chroma, and pinecone are returning valid metadata sources
* Resolve Weaviate citation sources not working with schema
* comment cleanup
* disable import on hosted instances (#339)
* disable import on hosted instances
* Update UI on disabled import/export
---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* Add support for gpt-4-turbo 128K model (#340)
resolves#336
Add support for gpt-4-turbo 128K model
* 315 show citations based on relevancy score (#316)
* settings for similarity score threshold and prisma schema updated
* prisma schema migration for adding similarityScore setting
* WIP
* Min score default change
* added similarityThreshold checking for all vectordb providers
* linting
---------
Co-authored-by: shatfield4 <seanhatfield5@gmail.com>
* rename localai to lmstudio
* forgot files that were renamed
* normalize model interface
* add model and context window limits
* update LMStudio tagline
* Fully working LMStudio integration
---------
Co-authored-by: Francisco Bischoff <984592+franzbischoff@users.noreply.github.com>
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
Co-authored-by: Sean Hatfield <seanhatfield5@gmail.com>
* WIP on continuous prompt window summary
* wip
* Move chat out of VDB
simplify chat interface
normalize LLM model interface
have compression abstraction
Cleanup compressor
TODO: Anthropic stuff
* Implement compression for Anythropic
Fix lancedb sources
* cleanup vectorDBs and check that lance, chroma, and pinecone are returning valid metadata sources
* Resolve Weaviate citation sources not working with schema
* comment cleanup
* WIP Anythropic support for chat, chat and query w/context
* Add onboarding support for Anthropic
* cleanup
* fix Anthropic answer parsing
move embedding selector to general util
* Remove LangchainJS for chat support chaining
Implement runtime LLM selection
Implement AzureOpenAI Support for LLM + Emebedding
WIP on frontend
Update env to reflect the new fields
* Remove LangchainJS for chat support chaining
Implement runtime LLM selection
Implement AzureOpenAI Support for LLM + Emebedding
WIP on frontend
Update env to reflect the new fields
* Replace keys with LLM Selection in settings modal
Enforce checks for new ENVs depending on LLM selection
* improve citations to show all text chunks referred and expand the citation to view full referenced text
chunk text of same document together
* remove debug
* refactor: convert chunk embedding to one API call
* chore: lint
* fix chroma for batch and single vectorization of text
* Fix LanceDB multi and single vectorization
* Fix pinecone for single and multiple embeddings
---------
Co-authored-by: Jonathan Waltz <volcanicislander@gmail.com>
* Add chat/converstaion mode as the default chat mode
Show menu for toggling options for chat/query/reset command
Show chat status below input
resolves#61
* remove console logs
* add start of lanceDB support
* lancedb initial support
* add null method for deletion of documents from namespace since LanceDB does not support
show warning modal on frontend for this
* update .env.example and lancedb methods for sourcing
* change export method
* update readme
