description: LangChain Vector Store Nodes

Vector Stores

A vector store or vector database refers to a type of database system that specializes in storing and retrieving high-dimensional numerical vectors. Vector stores are designed to efficiently manage and index these vectors, allowing for fast similarity searches.

Watch an intro on Vector Stores and how you can use that on AiMicromind (coming soon)

Vector Store Nodes:

• AstraDB
• Chroma
• Couchbase
• Elastic
• Faiss
• In-Memory Vector Store
• Milvus
• MongoDB Atlas
• OpenSearch
• Pinecone
• Postgres
• Qdrant
• Redis
• SingleStore
• Supabase
• Upstash Vector
• Vectara
• Weaviate
• Zep Collection - Open Source
• Zep Collection - Cloud