AI Agents & LangChain in n8n · 40 min

Vector stores

Pinecone, Qdrant and Supabase pgvector compared, with insert and query patterns.

Key concepts

  • Embeddings node
  • Similarity search
  • Metadata filtering

Exercise

Insert 50 FAQ entries into a Qdrant collection and query the top-3 matches for a test question.

Official docs