Introduction

Course Prerequisites

Development Environment Setup - Overview

What is an AI Agent and How it Works

Building Your First AI Agent & Langchain Introduction

AI Agent Flow - Console App

Creating and Running the First AI Agent - Part 1

Section Summary

CSV Agents - Overview and Scenarion

Reading the CSV File and Showing Extracted Data

Build the CSV Agent and Interacting with the CSV Data

Adding a UI with Streamlit

Summary

Adding Prefix and Suffix Prompt to Customize Our Agent's Response

SQL Database Agents - Overview

Adding Streamlit and Testing with more Queries

Summary

Build the SQL Database from a CSV File

Build the SQL Agent and Interacting with the SQL Database

Creating a Simple Function Call and Tools

Compete Function Calling Workflow and Seeing Results

Function Calling - Overview

Testing Functions Directly

Function Calling with Database Agents - Setup

Using OpenAI Function Calling Feature with SQL Database

Summary

OpenAI Assistants API and SQL Databases

Assistants API - Full Overview

Create an Assistant API and Query a SQL Database - Full Hands-on

What's Next