Pinecone is a managed, serverless vector database optimized for low-latency semantic search and recommendations. Auto-scales, supports pod/serverless pods, hybrid sparse-dense. Best for production RAG without ops overhead; vs Weaviate more focused on pure vectors. Features: metadata filtering, real-time updates.