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Replace Neo4j temporal full scans with indexed temporal/vector retrieval #164

@ishaanxgupta

Description

@ishaanxgupta

neo4j_client.py computes semantic temporal similarity by scanning user event relationships with embeddings. This will not scale.

Acceptance criteria:

  • Use Neo4j vector indexes or mirror temporal vectors into Pinecone
  • Add date-range indexes and query paths.
  • Benchmark temporal search at 10k, 100k, and 1M events per tenant.

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