Learn to create engaging AI applications in this 11-minute technical video that demonstrates how to leverage Retrieval Augmented Generation (RAG) with Vertex AI and Gemini. Explore the key differences between RAG, model tuning, and large prompt windows while following practical examples and implementation techniques. Discover how to enhance AI development projects through RAG methodology, with hands-on demonstrations and code examples available through the provided GitHub repository. Led by Gleb Otochkin, gain insights into building more effective and interactive generative AI applications using Google Cloud's Vertex AI platform.