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/llamaindex-ai-agent/ -- Connect with me: Subscribe: @gswithai Follow on X: https://www.twitter.com/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