Agent Memory Is Not a Database: Start with an Event Log
I break agent memory into writing, storage, retrieval, assembly, and forgetting, then outline a minimal implementation path that starts with a durable event log.
Tag
Retrieval & knowledge
From Local RAG Bot to a Cloud-Native Chatbot
How I moved a personal RAG chatbot to Cloud Run with PostgreSQL, session-aware retrieval, and Vertex AI.
From Terminal to Browser: Giving My Multi-Agent Chatbot a Face
I wrapped my multi-agent chatbot in Docker and FastAPI so I could use it through a simple browser interface.
Making My Personal AI Assistant Safer and More Reliable
I added safety checks, retrieval ranking, and response editing to make my personal assistant more reliable.
Building a Personal AI Assistant from My Notes
I built a personal assistant around my Obsidian notes to learn how retrieval, agents, and personal knowledge can work together.