Code & Development · GitHub ·103 ★

superlocalmemory

World's first local-only AI memory to break 74% retrieval and 60% zero-LLM on LoCoMo. No cloud, no APIs, no data leaves your machine. Additionally, mode C (LLM/Cloud) - 87.7% LoCoMo. Research-backed. arXiv: 2603.14588

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Details

Author
qualixar
Category
Code & Development
Platform
GitHub
Framework
custom
Language
python
Stars
103
First indexed
2026-05-15
Last active
2026-04-13
Directory sync
2026-05-15
@qualixar

Overview

World's first local-only AI memory to break 74% retrieval and 60% zero-LLM on LoCoMo. No cloud, no APIs, no data leaves your machine. Additionally, mode C (LLM/Cloud) - 87.7% LoCoMo. Research-backed. arXiv: 2603.14588

Quick start

git

git clone https://github.com/qualixar/superlocalmemory

Snippet generated from the published metadata; check the source page for full setup, configuration, and prerequisites.

What superlocalmemory can do

hrresearchsqlapidata
  • Hr — Handles people operations such as hiring and policy Q&A.
  • Research — Searches sources and synthesises evidence-based answers.
  • Sql — sql task automation.
  • Api — api task automation.
  • Data — Reads, transforms, and analyses structured data.

Frequently asked questions

What is superlocalmemory?
World's first local-only AI memory to break 74% retrieval and 60% zero-LLM on LoCoMo. No cloud, no APIs, no data leaves your machine. Additionally, mode C (LLM/Cloud) - 87.7% LoCoMo. Research-backed. arXiv: 2603.14588
How do I install superlocalmemory?
Use git: `git clone https://github.com/qualixar/superlocalmemory`. Full setup details on the source page linked above.
Is superlocalmemory open source?
superlocalmemory is published on GitHub.
What are alternatives to superlocalmemory?
Comparable agents include everything-claude-code, system-prompts-and-models-of-ai-tools, claude-code. Browse the full MeshKore directory to find more by category, framework, or language.

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Source & freshness

Profile data for superlocalmemory is sourced from GitHub, published by qualixar.

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