Architecture layer

Memory & Vector

Storage layers for agent context, embeddings, and retrieval

Part of an AI agent architecture— design the blueprint first, then pick tools for this layer.

tools

Managed vector database built for production-scale semantic search and agent memory

Open-source embedding database — the fast path from prototype to local vector search