What is Retrieval Augmented Generation (RAG) | A Short Course скачать в хорошем качестве

What is Retrieval Augmented Generation (RAG) | A Short Course

Welcome to our short course on "What is Retrieval Augmented Generation (RAG)"! 🤖✨ In this video, we provide a concise overview of RAG, an innovative technique in generative AI that enhances the capabilities of language models by combining information retrieval with generation. Key topics we'll cover include: Introduction to RAG: Understand the basics of Retrieval Augmented Generation and its significance in the AI landscape. How RAG Works: Learn how RAG integrates retrieval mechanisms to fetch relevant information from a large database, which is then used by generative models to produce more accurate and contextually relevant outputs. Benefits and Applications: Explore the advantages of using RAG, such as improved accuracy and relevance, and its applications in various domains like customer service, content creation, and knowledge management. Implementation Details: Gain insights into the implementation process, including key components, algorithms, and best practices to set up RAG systems effectively. Challenges and Future Directions: Discuss the limitations of RAG and potential areas for future research and development. Join us to master the concepts and practical applications of RAG in generative AI, and discover how this cutting-edge technique can significantly enhance AI-driven tasks. #RAG #GenerativeAI #AI #MachineLearning #ArtificialIntelligence Don't forget to like, share, and subscribe for more insights and detailed courses on the latest AI technologies! "This video is brought to you by WeekendAi https://www.weekendai.com Check out our book : Generative AI for everyone https://www.amazon.com/dp/B0CVHB2S64 which is a guidebook which aims to brings non tech people into the world of Generative AI. Free courses for the community of Generative AI learners in our community https://www.skool.com/generativeai To start your own skool community https://bit.ly/48QO4YF Join our Flagship course https://maven.com/weekendaicourses/ll... to understand the world of language models and a broad overview of Generative AI for a full course of neural networks https://www.skool.com/generativeai/cl...