* PGVector support for vector db storage
* forgot files
* comments
* dev build
* Add ENV connection and table schema validations for vector table
add .reset call to drop embedding table when changing the AnythingLLM embedder
update instrutions
Add preCheck error reporting in UpdateENV
add timeout to pg connection
* update setup
* update README
* update doc
bug fixes for sanitizing Namespaces and handling chunk size limit of astradb collections in each doc
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* chore: rename Github to GitHub
Signed-off-by: Adam Setch <adam.setch@outlook.com>
* chore: rename Github to GitHub
Signed-off-by: Adam Setch <adam.setch@outlook.com>
* Undo some code changes for references
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Signed-off-by: Adam Setch <adam.setch@outlook.com>
Co-authored-by: timothycarambat <rambat1010@gmail.com>
* Reranker WIP
* add cacheing and singleton loading
* Add field to workspaces for vectorSearchMode
Add UI for lancedb to change mode
update all search endpoints to pass in reranker prop if provider can use it
* update hint text
* When reranking, swap score to rerank score
* update optchain
* patch no text results for milvus chunks
* wrap addDocumentToNamespace in try catch for handling milvus errors
* lint
* revert milvus db changes
* add try catch to handle grpc error from milvus
* wip bg workers for live document sync
* Add ability to re-embed specific documents across many workspaces via background queue
bgworkser is gated behind expieremental system setting flag that needs to be explictly enabled
UI for watching/unwatching docments that are embedded.
TODO: UI to easily manage all bg tasks and see run results
TODO: UI to enable this feature and background endpoints to manage it
* create frontend views and paths
Move elements to correct experimental scope
* update migration to delete runs on removal of watched document
* Add watch support to YouTube transcripts (#1716)
* Add watch support to YouTube transcripts
refactor how sync is done for supported types
* Watch specific files in Confluence space (#1718)
Add failure-prune check for runs
* create tmp workflow modifications for beta image
* create tmp workflow modifications for beta image
* create tmp workflow modifications for beta image
* dual build
update copy of alert modals
* update job interval
* Add support for live-sync of Github files
* update copy for document sync feature
* hide Experimental features from UI
* update docs links
* [FEAT] Implement new settings menu for experimental features (#1735)
* implement new settings menu for experimental features
* remove unused context save bar
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Co-authored-by: timothycarambat <rambat1010@gmail.com>
* dont run job on boot
* unset workflow changes
* Add persistent encryption service
Relay key to collector so persistent encryption can be used
Encrypt any private data in chunkSources used for replay during resync jobs
* update jsDOC
* Linting and organization
* update modal copy for feature
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Co-authored-by: Sean Hatfield <seanhatfield5@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
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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>
