Generative AI Agents: RAG and LangChain Fundamentals

Discover how to create AI systems that can retrieve information and respond contextually. This course will guide you through the foundational concepts and practical steps to develop your own Generative AI agents using RAG and LangChain. What you'll learn: * Learn the core principles of Generative AI and large language models * Understand Retrieval Augmented Generation (RAG) for enhanced AI responses * Apply LangChain to construct multi-step AI agent workflows * Design and implement custom tools and agents for specific tasks * Practice integrating external knowledge bases into AI applications * Explore fundamental concepts of prompt engineering for effective agent interaction * Configure basic observability for monitoring agent behavior The course begins with essential terminology and concepts, then progresses to practical implementations, guiding you through building agents step-by-step. This course is designed for beginners with no prior experience in Generative AI or LangChain, offering a clear path to understanding and application. Begin your journey into building intelligent AI agents today.