CrewAI RAG Deep Dive [Basic & Advanced Examples]

🤖 Download the Source Code Here: https://github.com/bhancockio/crewai-... Don't forget to Like and Subscribe if you're a fan of free source code 😉 📆 Need help with CrewAI? Join our FREE Skool Community: https://skool.com/ai-developer-accele... In this tutorial, I guide you through mastering Retrieval Augmented Generation (RAG) with CrewAI. We’ll start with the basics and move to advanced applications, including setting up a crew for home inspection reports and diving deep into YouTube scraping with Firecrawl. This video is packed with real code examples, and all the source code is available for free! 📰 Stay updated with my latest projects and insights: LinkedIn:   / brandon-hancock-ai   Twitter:   / bhancock_ai   Checkout my other AI Tutorials: Langchain Masterclass -    • LangChain Master Class For Beginners 2024 ...   CrewAI Tutorial: Complete Crash Course for Beginners -    • CrewAI Tutorial: Complete Crash Course for...   CrewAI Tutorial for Beginners: Learn How To Use Latest CrewAI Features -    • CrewAI Tutorial for Beginners: Learn How T...   How To Connect Llama3 to CrewAI [Groq + Ollama] -    • How To Connect Llama3 to CrewAI [Groq + Ol...   Links called out in video: Embedchain: https://embedchain.ai/ Ollama: https://ollama.com/ CrewAI Tools: https://github.com/crewAIInc/crewAI-t... Timestamps: 00:00:00 Introduction 00:01:22 What is RAG? How does it work? Why is it important? 00:04:48 Real world examples 00:07:22 Code Overview 00:08:46 RAG Basic Example - Overview 00:11:39 RAG Basic Example - Code Walkthrough 00:15:55 RAG Basic Example - Run Crew 00:20:34 RAG Basic Example - Customize RAG Models & Embeddings 00:25:23 RAG Advanced Example - Overview 00:30:24 RAG Advanced Example - Code Walkthrough 00:32:08 Fetch Latest YouTube Videos for Channel - Build Custom Tool 00:38:40 Enable YouTube API in Google Cloud Platform 00:40:45 Scrape YouTube Videos - RAG 00:44:21 Initial RAG Retrieval From YouTube Videos 00:49:47 Follow-up RAG Retrieval 00:52:24 Fallback RAG Retrieval - Firecrawl 00:57:04 RAG Advanced Example - Run Crew 01:04:37 CrewAI - Replay (New Feature) 01:09:29 Outro