ragleap-graph v0.5.3

ragleap-graph v0.5.3

What's in this release

• entity_types — filter entity extraction to caller-supplied categories via ExtractionConfig
• find_entities_by_type() — query the graph by entity type
• LLM-based relation extraction — LLMRelationExtractor auto-extracts RELATES_AS relationships between entities during ingestion
• Hybrid retrieval mode — GraphRetrievalConfig(mode="hybrid") (default) combines vector search with graph expansion in one call; mode="graph_only" skips vector search for pure entity/graph retrieval

Install

pip install ragleap-graph==0.5.3

Works with

ragleap-rag v0.12.2 + Neo4j 5.x