The author describes building a decentralized personal memory store for AI agents using open-source Graphiti framework and FalkorDB graph database, combined with SQLite for tabular data like todos. The system allows switching between AI models without vendor lock-in while maintaining personal context that enhances AI usefulness beyond raw intelligence alone.