- Added
SQLJoinQueryEngine(generalization ofSQLAutoVectorQueryEngine) (#6265) - Added support for graph stores under the hood, and initial support for Nebula KG. More docs coming soon! (#2581)
- Added guideline evaluator to allow llm to provide feedback based on user guidelines (#4664)
- Added support for MongoDB Vector stores to enable Atlas knnbeta search (#6379)
- Added new CitationQueryEngine for inline citations of sources in response text (#6239)
- Fixed bug with
delete_ref_docnot removing all metadata from the docstore (#6192) - FIxed bug with loading existing QDrantVectorStore (#6230)
- None
- Added changelog officially to github repo (#6191)
- SimpleDirectoryReader has new
filename_as_idflag to automatically set the doc_id (useful forrefresh_ref_docs()) - DocArray vector store integration
- Tair vector store integration
- Weights and Biases callback handler for tracing and versioning indexes
- Can initialize indexes directly from a vector store:
index = VectorStoreIndex.from_vector_store(vector_store=vector_store)
- Fixed multimodal notebook
- Updated/fixed the SQL tutorial in the docs
- Minor docs updates
- Added github pull-requset templates
- Added github issue-forms
- Added new JSONQueryEngine that uses JSON schema to deliver more accurate JSON query answers
- Metadata support for redis vector-store
- Added Supabase vector store integration
- Fixed typo in text-to-sql prompt
- Removed GPT prefix from indexes (old imports/names are still supported though)
- Major docs updates, brought important modules to the top level
- Added agent tool abstraction for llama-hub data loaders
- Minor doc updates
- Added
Discover LlamaIndexvideo series to the tutorials docs section - Minor docs updates