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← RAG & Agent System Design / 44
expertPalantirGleanNeo4j

Design a Graph-RAG pipeline that turns a question into Cypher, runs it, and heals its own broken queries.

A multi-hop question over a property graph is a query-generation problem, not a similarity-search one. The staff-level move is grounding generation in the live schema and closing an auto-healing loop on the DB's own error messages.

Updated Aug 2026 · Grounded in real Forward Deployed Engineer interview loops and written to a senior-engineer editorial bar.

A multi-hop question over a property graph is a query-generation problem, not a similarity-search one. The staff-level move is grounding generation in the live schema and closing an auto-healing loop on the DB's own error messages.

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