What actually turns an LLM call into an AI agent?

Why watch

This live session demonstrates how to transform a basic LLM call into a full AI agent using plain Python without frameworks like LangChain. Through a relocation advisor example, viewers learn to add persona, knowledge, memory, tools, and multi-agent coordination step by step. Ideal for developers looking to understand agent architecture before using abstraction libraries.