Your @NousResearch Hermes agent has a 2,200-character memory.
Its notes live inside the instructions it loads at session start, so the space never grows. Hit the cap and the next thing it learns gets rejected - to remember something new, it has to delete something it already
I took Mem0 apart to understand how AI agent memory really works.
0:00 Introduction
0:55 What is agent memory
4:26 Persistent memory stores
8:06 LLM-based ingestion
15:30 Semantic + BM25 retrieval
19:19 Entity boosting
25:38 Local open models
A practical architecture deep dive
Context Corner 2.0 is here! 🍽️🤖
Loved the first conversation on context, memory, and agents? We’re back for round two, with even more time around the table and an incredible lunch to match!
If you're a developer building, experimenting, or stuck on the frontlines of AI memory
