Introduction to Agentic AI
Explore the evolution of Agentic AI, its capabilities, and its impact on real-world AI systems. Gain insights into building smarter, more autonomous language models.
Introduction
Learning Objectives
Predicting Next Word in the Sequence
Are LLMs Stochastic Parrots?
Quiz: Foundations of Agentic AI
Can Parrots Be Taught to Think?
Classic LLMs vs. Reasoning LLMs
How Much Do LLMs Know?
Quiz: The Evolution of Reasoning in LLMs
New Sources of Knowledge
Retrieval Augmented Generation
Problems With Naive RAG
Quiz: Enhancing LLM Applications with Context
What Is Agentic AI?
What Makes an AI Agent?
AI Agents vs. Agentic AI
Quiz: Understanding Agentic AI Systems
Patterns for Agentic Execution
Agentic AI Workflow Demo
Agentic RAG
Quiz: Agentic Design Patterns