Lesson 2: Restricted Boltzmann Machines (RBMs)

AI Agents, RAG, and Reasoning Models

In this video, you’ll learn what is an AI agent, and what are the techniques to build successful agents, including the agentic loop. You’ll also see some examples of agents, such as:

• A retrieval augmented generation (RAG) agent that answers questions by searching in wikipedia.

• A calculator agent that answers math questions.

• A router agent that combines the RAG and the calculator agent.

You’ll also learn what are reasoning models, and how they are able to solve logical problems much better than a regular LLM.