Toolbox: Vector Search & Semantic Indexing

Patterns, index strategies, and tradeoffs for building accurate, efficient semantic search and retrieval layers for knowledge-driven apps.


Checklist

RAG Deployment & Citation Checklist

An interactive, practical checklist to design, deploy, verify, and monitor Retrieval-Augmented Generation systems with a focus on chunking, embeddings, index maintenance, citation and provenance, freshness, latency/recall tradeoffs, and hallucination mitigation. Save responses for audits, iterative improvement, and team handoffs.

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