similarity-search-patterns

Guides implementation of efficient vector similarity search with index selection, tuning, and hybrid retrieval patterns.

When to use it

Use when building semantic search, RAG retrieval, or recommendation engines, optimizing search latency, scaling vector collections, or combining semantic and keyword search.

It changes how the agent implements similarity search in a project, emphasizing suitable indexes, parameter tuning, hybrid search, and quality evaluation.