feat: add LanceDB and FAISS+SQLite as local vector database backends#384
Open
gavinwang668 wants to merge 2 commits into
Open
feat: add LanceDB and FAISS+SQLite as local vector database backends#384gavinwang668 wants to merge 2 commits into
gavinwang668 wants to merge 2 commits into
Conversation
Add two new local vector database implementations so users don't need a separate Milvus service. LanceDB is now the default when no Milvus config is provided. - LanceDBVectorDatabase adapter using @lancedb/lancedb - LocalVectorDatabase adapter using FAISS + SQLite - VECTOR_DB_TYPE env var to switch between milvus/local/lancedb - Updated README and help text with new config examples
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Add two new local vector database implementations so users don't need a separate Milvus service. LanceDB is now the default when no Milvus config is provided.