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Introduction to RAG and Agents | RAG and Agents Bootcamp

This is the first module of our RAG and Agents bootcamp. Join this engaging session on "Introduction to RAG and Agents." We will explore the fundamentals of Retrieval Augmented Generation, its workings, and its use cases. The session will also cover the basics of how AI agents operate autonomously and their various applications. About the speaker: Our speaker today is Tarun Jain, a Data Scientist at AI Planet. He has contributed to the Google Summer of Code with Red Hen Labs in 2024 and caMicroscope in 2023. He is also a Google Developer Expert in AI/ML and delivered 30+ talks in Generative AI space. Session Highlights: Introduction to RAG: Overview of Retrieval Augmented Generation Why RAG: Why is RAG needed for businesses and Enterprises? RAG Workflow: How RAG Works RAG vs. Fine-Tuning: Advantages of RAG Over Fine-Tuning Introduction to Agents: Overview of AI Agents Scope: Capabilities of Agents and their requirements in the future Use Cases: Applications of RAG and Agents