SuanmoSuanyangTechnology/MemoryBear ? reverse-engineered prompt

Build me MemoryBear, an AI memory system that helps an assistant remember users across conversations in a more human way.

I want the app to take in chat messages and documents, pull out the important facts, connect related ideas together, and store them in a graph so they can be searched later. It should also support forgetting stale or low value memories over time, and do some daily self review to clean up conflicting or weak info.

Please make it feel like a real backend product, with clear APIs for memory extraction, search, graph actions, and memory management. I’d like a simple admin side for system settings and logs, plus a service side for the main memory features. If it helps, use the current docs online for FastAPI and Neo4j so the setup is modern and works well. Add sensible defaults, a clean project structure, and something I can run locally with Docker.