memary is an open-source long-term memory system for autonomous agents that allows agents to store a large corpus of information in knowledge graphs, infer user knowledge, and retrieve relevant information for meaningful responses. Key features include a Routing Agent, Knowledge Graph Creation & Retrieval, Memory Stream, and Entity Knowledge Store. The system leverages Neo4j for knowledge graph storage and uses query decomposition and reranking techniques for efficient response generation. Future contributions include expanding graph capabilities, integrating multiprocessing, and enhancing memory compression techniques. The platform aims to revolutionize agent capabilities and welcomes community contributions for further advancements.
https://github.com/kingjulio8238/memary