Open Source Projects

Persistent identity and memory for any LLM agent

Your AI forgets everything when the conversation ends. soul.py fixes that — from simple markdown injection to full RAG + RLM hybrid retrieval. v0.1 uses pure markdown files. v2.0 indexes those memories and automatically routes queries to semantic search (RAG) or exhaustive reasoning (RLM) based on what the question needs. Human-readable files you can edit and git-version, with intelligent retrieval under the hood.