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[GH-ISSUE #609] Add SuperLocalMemory — AI agent memory with information geometry #463

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opened 2026-04-15 06:54:02 -05:00 by GiteaMirror · 0 comments
GiteaMirror commented 2026-04-15 06:54:02 -05:00
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Originally created by @varun369 on GitHub (Mar 19, 2026).
Original GitHub issue: https://github.com/Shubhamsaboo/awesome-llm-apps/issues/609

Add SuperLocalMemory

Local-first AI agent memory using Fisher-Rao information geometry for retrieval. Published with proofs (arXiv:2603.14588).

  • 87.7% on LoCoMo benchmark, 74.8% zero-cloud, 60.4% zero-LLM
  • Three modes: zero-cloud / local Ollama / cloud LLM
  • MCP server for Claude Code, Cursor, 17+ tools
  • LangChain + CrewAI partner packages
  • MIT license, 1,400+ tests

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Originally created by @varun369 on GitHub (Mar 19, 2026). Original GitHub issue: https://github.com/Shubhamsaboo/awesome-llm-apps/issues/609 ## Add SuperLocalMemory Local-first AI agent memory using Fisher-Rao information geometry for retrieval. Published with proofs (arXiv:2603.14588). - 87.7% on LoCoMo benchmark, 74.8% zero-cloud, 60.4% zero-LLM - Three modes: zero-cloud / local Ollama / cloud LLM - MCP server for Claude Code, Cursor, 17+ tools - LangChain + CrewAI partner packages - MIT license, 1,400+ tests ### Suggested entry - [SuperLocalMemory](https://github.com/qualixar/superlocalmemory) - Local-first AI agent memory using Fisher-Rao information geometry. Three operating modes, 87.7% LoCoMo, MCP server. `pip install superlocalmemory` - GitHub: https://github.com/qualixar/superlocalmemory - arXiv: https://arxiv.org/abs/2603.14588
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Reference: github-starred/awesome-llm-apps#463
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