Your agent answers one question and forgets. Ask "how many days until that?" and it has no idea what "that" is. This post adds memory — lift the messages list into a session object so the conversation survives between turns. The catch is trimming history without breaking tool calls. Part 7 of the series.

By Nidhi: Built for the Global AI Hackathon Series with Qwen Cloud, Track 1: MemoryAgent When I...

Part 5 let the model pick one tool. Real agents chain tools — search, then calculate, then answer. This post builds the ReAct loop (Reason + Act + Observe) on NVIDIA NIM and…

Your agent answers one question and forgets. Ask "how many days until that?" and it has no idea what "that" is. This post adds memory — lift the messages list into a session…

Understanding different memory architectures for AI agents and when persistent, episodic, or vector memory actually pays off in production.