I tried to preserve my grandmother's mind. It became a dev tool (github.com)

A new tool named TrueMemory has been introduced for AI agents, designed to function as a living memory system that recalls information across sessions. This system is significant for the AI/ML community as it drastically enhances the personalization capabilities of AI assistants by enabling them to remember user preferences, decisions, and conversations without relying on cloud services. The architecture is inspired by neuroscience, utilizing a six-layer retrieval pipeline and an encoding gate to filter out noise, which allows for efficient storage and retrieval of user memories in a local SQLite database. TrueMemory sets a new benchmark in memory systems, achieving state-of-the-art results in three major evaluations: 93% on LoCoMo, 92% on LongMemEval, and SOTA on BEAM-1M, outperforming existing live-retrieval systems. It operates solely on commodity hardware, requiring no internet connection, thereby ensuring user data remains private and contained. The easy installation process and support for multiple AI frameworks, including Claude and Codex, make it accessible for developers. With its layered memory retrieval mechanisms and robust filtering techniques, TrueMemory promises to revolutionize how AI interacts with and remembers users, significantly enhancing the user experience in AI applications.