talk-data.com talk-data.com

Meetup talk 2025-12-15 at 11:55

The Anatomy of an LLM Agent

Event: The Anatomy of an LLM Agent

Topics

reinforcement learning llm agents tool calls memory error handling

Description

How do LLM agents turn plain English into complex action? This talk demystifies their inner loop, tool calls, memory, error handling, and goal pursuit, through a from fundamental deep dive into the mechanics that make real-world agents work. We'll start off which classical RL based agents and use that framework to understand cutting edge current LLM powered agents.