Mem0
Open-source memory layer that gives agents persistent, personalized recall.
β mem0.aiZep
Memory platform using a temporal knowledge graph for agent recall.
β getzep.comMongoDB
Popular document database with built-in vector search for RAG.
β mongodb.comRedis
Ultra-fast in-memory store used for agent caching, sessions, and vectors.
β redis.ioMilvus
Open-source vector database built for billion-scale similarity search.
β milvus.ioQdrant
Open-source vector database known for performance and developer experience.
β qdrant.techpgvector
Extension that adds vector search to PostgreSQL.
β github.com