Pattern

Vector retrieval (Pinecone, Weaviate, embedded stores)

Semantic search over a private corpus — the agent's knowledge base, internal documentation, customer support archives, codebases.

Classification — Retrieve (internal + reads). Tier 1.

Full entry

The complete treatment — problem, how it works, when to use it, sources, and examples — lives in the volume below.