Building a Custom AI Agent From Scratch using LlamaIndex

In this tutorial, I'll show you how to easily build your own custom AI Agent using LlamaIndex 0.10+. We'll set up three tools that give the artificial intelligence agent extra capabilities like scraping the contents of a website, querying vector embeddings (RAG), and creating a PDF report.

-
The Getting Started with AI Blog

Get access to all source code by becoming a member now
https://www.gettingstarted.ai/#/portal

Grab the source code here: https://www.gettingstarted.ai/llamain...
--
Connect with me:

Subscribe: ‪@gswithai‬
Follow on X:   / gswithai  
👉 Book Consultation: https://forms.gle/XXE8tA2jBWFWYHaf8

--
Other resources:

LlamaIndex Website: https://www.llamaindex.ai/
Installing pandoc: https://pandoc.org/installing

--
Timeline

00:00 Overview
01:09 Project Diagram
02:23 Installing Requirements and Packages
04:23 Setting Up Project Structure
05:10 Code: Basic Setup
06:50 Code: Creating Guidelines Tool
10:43 Code: Creating Web Loader Tool
12:56 Code: Creating Report Generator Tool
14:51 Demo: Running the Application
16:00 Demo: Creating the PDF Report (Prompt)
19:19 Demo: PDF Report Overview