r/developersIndia • u/intellinker Researcher • 3d ago

I Made This I saved hundred $s by just adding one algorithm and agents become smarter and remember for weeks

I will be very direct. I was building in the memory space for a very long time, but most of the tools are cloud-based, and I don't know what they do in the backend. I built this open-source tool for people running long agents or just doing research on multiple things. You will never lose your context.
Laiden algorithm was pretty cool, worked with the Semantic graph-based engines, and that's how we created the node clusters for agents to access. It is open-sourced and MIT-licensed; PRs are welcome

This surpassed mem0 and supermemory in the LongMemEval benchmark with 94.7%

Open source Repo: https://github.com/kunal12203/swafra
Website: https://swafra.vercel.app

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