I'm on a deep dive fine-tuning how I organize and manage my personal knowledge base - focused on entity extraction and strategic information retrieval and based on the AgREE paper from Apple[0] and persisting it in Memgraph.

I've got a nice ingest, extract, enrich process going for the graph - I'm currently working on a fork of claude-mem[1] that uses the graph as a contextual backend for agentic coding workflows.

0. https://arxiv.org/abs/2508.04118 1. https://github.com/thedotmack/claude-mem/

Sounds v interesting. Do you have a link to the fork?