AI Agent Memory System

Description

In this beginner-friendly workshop, you'll learn how AI agents actually "remember" what happens between one message and the next, and how they pull in past context to answer questions accurately instead of guessing. You will learn: Types of AI Memory (Working, Episodic, Semantic, Procedural) How Each Memory Type Gets Stored How Retrieval Pulls the Right Memories Back at Query Time (RAG) We'll explore why a chatbot forgets everything the moment you close the tab, how that's fixed by consolidating conversations into persistent memory, and how a retrieval pipeline finds the most relevant stored memories and feeds them to an LLM to generate a grounded answer