Vector Stores & AI Infra integrations for AI agents

Azure AI Search

Vector Stores & AI Infra

Managed cloud search and retrieval for agent memory. Manage indexes, ingest documents, and run keyword, vector, and hybrid search to ground RAG pipelines in your own content.

Chroma

Vector Stores & AI Infra

Open-source AI-native vector database for agent memory. Manage collections and records, and run nearest-neighbor similarity search against Chroma Cloud or a self-hosted server for RAG retrieval.

Milvus

Vector Stores & AI Infra

Open-source vector database (and Zilliz Cloud) for similarity search and agent memory. Manage collections, write and delete entities, run vector search, and administer indexes and partitions.

PGVector

Vector Stores & AI Infra

Open-source vector-similarity extension for PostgreSQL. Enable the extension, create vector tables and ANN indexes, insert and upsert embeddings, and run nearest-neighbor search to build a RAG store on Postgres.

Pinecone

Vector Stores & AI Infra

Managed vector database for agent memory. Manage serverless indexes, upsert and query vectors, work with integrated-embedding text records, and call hosted models for embeddings and reranking.

Qdrant

Vector Stores & AI Infra

Open-source vector database and similarity search engine for agent memory. Manage collections, upsert and retrieve points with vectors and payloads, run similarity searches, and maintain point metadata.

Weaviate

Vector Stores & AI Infra

Open-source vector database for agent memory. Manage collections and objects, and run vector, semantic, keyword, and hybrid searches, with a raw GraphQL escape hatch for advanced retrieval.

Zep

Vector Stores & AI Infra

Long-term memory for AI agents. Store conversation history in per-user threads, build a per-user knowledge graph, and pull relevant memory back into LLM prompts for persistent, cross-conversation recall.