Project Idea: Personal Knowledge OS with Long-Term Memory + RAGTurn notes, PDFs, bookmarks, and emails into a searchable, citeable assistant you control.
Build a real-life AI project that ingests your documents into a RAG index with long-term memory, delivering grounded answers with citations and strong privacy controls.
Short-Term vs Long-Term Memory in AI Agents: What to Store, When, and WhyA practical engineering guide to memory tiers, retrieval, and forgetting in production agent systems.
Learn how to design short-term and long-term memory for AI agents, including what to store, retention policies, retrieval strategies, and common pitfalls for real-world deployments.