Skill

vector-databases

Provides expert patterns for vector databases and similarity search based on Vector Databases: A Practical Introduction (Nitin Borwankar), covering embeddings and distance metrics, ANN indexing algorithms (flat, IVF, HNSW, PQ, SQ, LSH), metadata filtering and hybrid vector+keyword search, pgvector and sqlite-vss/FAISS integration, chunking and data modeling, RAG retrieval pipelines, evaluation metrics and cost/performance trade-offs.

Bundled with Coacus. Its trust score, security findings and other files are on the plugin page.

npx [email protected] add dandgabr/Coacus