Add BM25 retrieval and RRF fusion#31
Open
jorgenosberg wants to merge 20 commits into
Open
Conversation
…TS into Docstra facade
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
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Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be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.
Adds BM25 lexical retrieval and Reciprocal Rank Fusion alongside the existing dense Chroma path. A new SQLite/FTS5 store at .docstra/index.db indexes chunk content and symbol names; FusionRetriever runs both sources and the dense path in parallel and fuses with RRF (k=60), replacing the regex-based HybridRetriever at every call site. Knobs live under user_config.retrieval (rrf_k, fts_chunks_top_k, fts_symbols_top_k). Closes #19.