AI Engineer Problems › Vector Databases & RAG

The Open-Schema Relationship Explosion

Medium · AI Engineering · Vector Databases & RAG · Asked at Neo4j, Capital One

Instead of defining a strict schema, you let the LLM dynamically extract relationship types. The LLM extracts "works_at", "employed_by", "is_member_of", and "spends_time_at" for the same basic relationship.

How does this dynamic relationship extraction impact your query writing and retrieval accuracy?

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