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DeepLearning.AI

Jerry Liu

Join our new short course and learn from Jerry Liu, co-founder and CEO at LlamaIndex, to start using agentic RAG, a framework designed to build research agents skilled in tool use, reasoning, and decision-making with your data. You will build various types of agents, including a router agent for Q&A and summarization tasks, and a research assistant agent capable of handling multiple documents. This course will enhance your ability to engage with and analyze your data comprehensively.

Building Agentic RAG with LlamaIndex

Learn the basics of agentic RAG and its applications in building intelligent agents.

Introduction to Agentic RAG

Create a simple router agent that can handle Q&A and summarization tasks over a single document.

Building a Router Agent

Enhance your router agent by adding tool calling capabilities to execute functions with inferred arguments.

Adding Tool Calling

Develop a research assistant agent capable of reasoning over tools in multiple steps.

Designing a Research Assistant Agent

Extend your research assistant agent to handle and analyze multiple documents.

Handling Multiple Documents

Learn various techniques to debug and control the actions of your agents effectively.

Debugging Agents

Learn how to build an agent that can reason over your documents and answer complex questions. This course will teach you to design and debug agents capable of intelligent navigation, summarization, and comparison of information across multiple documents.

Anyone who has basic Python knowledge and wants to learn how to quickly build agents that can reason over their own documents.

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Building Agentic RAG with LlamaIndex

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