* 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
* create configurable topN per workspace
* Update TopN UI text
Fix fallbacks for all providers
Add SQLite CHECK to TOPN value
* merge with master
Update zilliz provider for variable TopN
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Co-authored-by: timothycarambat <rambat1010@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
* 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>
* 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
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Co-authored-by: timothycarambat <rambat1010@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>
* added JSONL export to workspace chats
* change permissions for workspace chat settings
* change permissions for workspace chat settings
* Show error for correct limit on fine-tune
Change sidebar position and permission
Remove check for MUM
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Co-authored-by: timothycarambat <rambat1010@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
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
