* 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>
* 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>
* 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>
* Issue #204 Added a check to ensure that 'chunk.payload' exists and contains the 'id' property before attempting to destructure it
* run linter
* simplify condition and comment
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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
* include score value in similarityResponse for weaviate
* include score value in si
milarityResponse for qdrant
* include score value in si
milarityResponse for pinecone
* include score value in similarityResponse for chroma
* include score value in similarityResponse for lancedb
* distance to similarity
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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
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Co-authored-by: timothycarambat <rambat1010@gmail.com>
* 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
* multi user wip
* WIP MUM features
* invitation mgmt
* suspend or unsuspend users
* workspace mangement
* manage chats
* manage chats
* add Support for admin system settings for users to delete workspaces and limit chats per user
* fix issue ith system var
update app to lazy load invite page
* cleanup and bug fixes
* wrong method
* update readme
* update readme
* update readme
* bump version to 0.1.0
* 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>
* Related to Issue #122, Implemented custom prompt in workspace settings.
* run linter
* Remove code duplication for chat prompt injection
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Co-authored-by: Francisco Bischoff <franzbischoff@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
* 1. Define LLM Temperature as a workspace setting
2. Implement rudimentry table migration code for both new and existing repos to bring tables up to date
3. Trigger for workspace on update to update timestamp
4. Always fallback temp to 0.7
5. Extract WorkspaceModal into Tabbed content
6. Remove workspace name UNIQUE constraint (cannot be migrated :()
7. Add slug +seed when existing slug is already take
8. Seperate name from slug so display names can be changed
* remove blocking test return
