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Retrieval-Augmented Generation (RAG) is a powerful technique for connecting AI models to your own data and documents, enabling more accurate and informative chatbots. By watching this playlist, you will be able to build chatbots that answer questions from your PDFs, databases, and knowledge bases. This beginner-friendly playlist is designed for those new to RAG, providing a comprehensive introduction to its concepts and applications.
Last updated: Jun 5, 2026
Build chatbots that retrieve information from your databases and PDFs
Create knowledge bases that power AI models with Retrieval-Augmented Generation
Configure RAG models to fine-tune and optimize their performance
Deploy RAG-based chatbots that integrate with other AI tools and services
Generate informative responses from chatbots using RAG and your own data
Watch the videos in order for the best learning experience.
What is Retrieval-Augmented Generation (RAG)?
IBM Technology
Build a RAG based Generative AI Chatbot in 20 mins using Amazon Bedrock Knowledge Base
Amazon Web Services
Add a Knowledge Base to your RAG n8n AI Agent (Step By Step Guide)
Emil Faschang
Every RAG Strategy Explained in 13 Minutes (No Fluff)
Cole Medin
RAG vs Agentic AI: How LLMs Connect Data for Smarter AI
IBM Technology
10 Use Cases for AI Agents: IoT, RAG, & Disaster Response Explained
IBM Technology
Retrieval-Augmented Generation (RAG) is a powerful technique for connecting AI models to your own data and documents, enabling more accurate and informative chatbots. By watching this playlist, you will be able to build chatbots that answer questions from your PDFs, databases, and knowledge bases. This beginner-friendly playlist is designed for those new to RAG, providing a comprehensive introduction to its concepts and applications.
Begin your journey with “What is Retrieval-Augmented Generation (RAG)?”
Google Gemini is a powerful multimodal AI integrated across Search, Gmail, and Workspace, allowing users to research, summarize documents, generate images, and get help with everyday tasks. By watching this playlist, you'll be able to harness the capabilities of Google Gemini to streamline your workflow and automate tasks. This beginner-friendly playlist is designed for those new to Google Gemini, providing a comprehensive introduction to its features and applications.
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