Daulet Amirkhanov

Guest Author

Daulet Amirkhanov is a software engineer at UseBead, an a16z-backed startup building autonomous agent infrastructure for compliance audits.

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Architectural patterns for graph-enhanced RAG: Moving beyond vector search in production

Graph-enhanced RAG integrates vector search and graph databases, enhancing multi-hop reasoning in enterprise domains and reducing hallucination risks.

Daulet Amirkhanov

May 17, 2026