#State

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Pratik Dhanave · ·11 min read

Memory, Context & Session State in Microsoft Agent Framework (Python)

A complete guide to what an agent remembers — from a single conversation held in a session, to durable facts injected on every run, to the per-request values that reach a tool without ever touching the model's schema.

A complete guide to what an agent remembers — from a single conversation held in a session, to durable facts injected on every run, to the per-request values that reach a tool without ever...

#Microsoft Agent Framework#Python#AI Agents#Memory#State#Software Engineering

All posts on this site are written by Pratik Dhanave, an Agentic AI Architect with 7+ years building production distributed systems, multi-agent AI platforms, and cloud-native infrastructure. About the author → Each article includes working code, architecture diagrams, and references to the specific frameworks and standards discussed. Browse all posts or explore related topics using the tag cloud above.