Database
512 installs
similarity-search-patterns
by wshobson/agents
Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval…
Skill content
Similarity Search Patterns Patterns for implementing efficient similarity search in production systems. When to Use This Skill - Building semantic search systems - Implementing RAG retrieval - Creating recommendation engines - Optimizing search latency - Scaling to millions of vectors - Combining semantic and keyword search Core Concepts 1. Distance Metrics