{"repo":"mirkofr/FERNme","free":true,"listed":false,"github":"https://github.com/mirkofr/FERNme","clone":"git clone https://github.com/mirkofr/FERNme.git","description":"A lightweight memory engine for AI agents using fuzzy graphs, Hebbian updates, and optional LLM gating.","language":"Python","stars":26,"topics":["ai-agents","ai-memory","fuzzy-edges","graph-memory","hebbian-memory","knowledge-graph","llm","llm-memory","long-term-memory","mcp"],"license":null,"category":"ai-agents","readme_excerpt":"🌿 FERNme Fuzzy-Edged Recall Network Agent personalization memory that models the user, not the transcript. A user-owned personalization memory layer for AI agents: zero-LLM deterministic core, with optional low-cost human-approved enrichment. It turns consented interactions into an inspectable model of each person's preferences, habits, communication style, and constraints, staying token-flat as it grows while people can see, edit, delete, and own what agents use to personalize. Cheap to write · flat to read · interpretable by design · owned by the user fernme.dev --- ✨ The one-paragraph pitch Most agent memory is written by an LLM on every turn (expensive, hallucination-prone), evaluated on question-answering (not actions), and assumes a single user . FERNme is built for the opposite world: agents that act for many people, in any domain. It starts where agents already act today, websites, and builds a user-owned personalization model the person can inspect and control. Each user is a sparse, fuzzily-weighted node in a per-site graph; the graph also supports opt-in typed entities with labeled, Hebbian-weighted relations while the deterministic write/recall core stays at zero LLM calls. Optional propose-only enrichment can add connection suggestions powered by the agent you already use or a model you choose; nothing lands in memory truth until a human accepts it. Retrieval is spreading activation , and the prompt-facing card stores only deviations from a population prior . --","default_branch":null,"files":null,"tree":[],"storefront":"/r/mirkofr","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/mirkofr/FERNme/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}