Projects
Open source projects behind HumemAI.
Every project is open source. Browse the major project lines first, then open each dedicated project page to explore the subprojects, systems, and research inside it. Contributions are welcome on all of them.
Project overview
Featured projects.
Audit-Ready Memory
A public-interest project building local-first, inspectable memory infrastructure for AI systems that need audit trails, deterministic replay, and explicit deletion.
Learn moreMulti-Model Databases
A systems project exploring how tables (SQL), graphs (Cypher), and semantic vector search (ANN search) can coexist in one developer experience without pretending one engine should do every job.
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Machines With Human-Like Memory
A PhD research project on explicit memory architectures for AI, spanning benchmarks, handcrafted agents, learned policies, and temporal knowledge-graph memory.
Learn moreContribute
Everything here is open source. Come build it with us.
The code, benchmarks, and papers behind every project are published under open licenses. Open an issue when something is wrong or missing, send a pull request when you have a fix, or reproduce a benchmark on your own hardware and report what you measured.
If you work on memory for agents, knowledge graphs, or multi-model databases and want to build on one of these projects, get in touch. Research collaborations are welcome too.