Vector Store Patterns | Agent Skills Atlas

About this skill

Vector database and embedding patterns for AI agent retrieval systems. pgvector similarity search, Chroma collections, Pinecone upsert/query, cosine vs dot-product vs Euclidean distance selection, chunking strategies, metadata filtering, and hybrid search. Sources: pgvector/pgvector, chroma-core/chroma, pinecone-io/pinecone-ts-client, tantaraio/voy, weaviate/weaviate-javascript-client.

Quick start

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Automated security scan: Partial

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0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: 2843554fda1c9b7471f4896f11f34d8ae8bbf3598491b3e78d2e43ee3959039a

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Original listing metadata

Original name

vector-store-patterns

Original description

About this listing

Category: Engineering
Reported license: Not specified
Listing language (estimated): English
Review status: Not individually reviewed
Agent compatibility: Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.