* 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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
