Stop Stuffing Your LLM Agent's Context Window: Structured Memory Categories with Mem0 Most...
Stop Stuffing Your LLM Agent's Context Window: Structured Memory Categories with Mem0
Most tutorials on giving an LLM agent "memory" show you the same three lines:
m = Memory()
m.add("User likes dark mode", user_id="alice")
m.search("What does the user prefer?", user_id="alice")
I’ve spent a lot of time lately thinking about why some LLM agents feel "intelligent" while others...
The problem I kept hitting Every time I built a multi-agent pipeline I hit the same four...
LLMs Are Stateless. Here Is What That Actually Means for Agent Memory. There is a sentence...
Every session, the LLM starts fresh. The user re-explains their role, their constraints, their...
A chatbot feels like it remembers you. It doesn't — it's stateless. Everything it "knows" is just...
A few weeks ago I was testing a support-agent setup — nothing fancy, just an LLM with a memory layer...
