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pgGraph is a high-performance, open-source graph traversal extension for PostgreSQL, written in Rust, designed to give AI agents fast relationship queries without migrating data to a separate graph database.
This paper introduces GATHER, a convergence-centric retrieval method for zero-shot cell-type annotation using knowledge graphs, which improves accuracy and reduces LLM costs compared to existing KG-RAG baselines.