Building an AI Agent with Multiple Tools Integration

Introduction

• The video will demonstrate how to build an AI agent capable of utilizing multiple tools.
• The project is suitable for beginner and intermediate programmers.
• The AI agent will automatically decide the best tool to use for each situation.

Key Concepts

Retrieval Augmented Generation (RAG)

• Definition: Providing extra data to the model for better reasoning based on up-to-date information.

Data Sources

CSV File (Structured Data)

• Contains population data including density, changes, etc.

PDF File (Unstructured Data)

• Specific to Canada (Wikipedia page for demo purposes).
• The agent can switch between these data sources or use both simultaneously.

Note-taking Functionality

• Agent can save notes in a notes.txt file during the operation.

Demo Overview

• Question: