Introduction to LlamaIndex

Welcome to this module, where you’ll learn how to build LLM-powered agents using the LlamaIndex toolkit.

LlamaIndex is a complete toolkit for creating LLM-powered agents over your data using indexes and workflows. For this course we’ll focus on three main parts that help build agents in LlamaIndex: Components, Agents and Tools and Workflows.

LlamaIndex

Let’s look at these key parts of LlamaIndex and how they help with agents:

What Makes LlamaIndex Special?

While LlamaIndex does some things similar to other frameworks like smolagents, it has some key benefits:

All of these concepts are required in different scenarios to create useful agents. In the following sections, we will go over each of these concepts in detail. After mastering the concepts, we will use our learnings to create applied use cases with Alfred the agent!

Getting our hands on LlamaIndex is exciting, right? So, what are we waiting for? Let’s get started with finding and installing the integrations we need using LlamaHub! 🚀

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