- Role
- Creator · Solo builder
- Year
- 2026
- Type
- AI Product
- Stack
- Python · Django REST · LangGraph

An LLM assistant with persistent, structured long-term memory. Write naturally; the system extracts memories, facts, people and events, then grounds every answer in retrieved personal history. Built as a LangGraph pipeline with hybrid retrieval combining semantic similarity, recency and importance scoring, plus progressive user-profile modeling and history compression for long conversations.