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LinkedIn – Hands-On Agentic AI: Building AI Agents with LlamaIndex 2025-2

Updated August 10, 2026 131 MB
LinkedIn – Hands-On Agentic AI: Building AI Agents with LlamaIndex 2025-2

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Description

Hands-On Agentic AI: Building AI Agents with LlamaIndex. This hands-on course teaches AI and machine learning engineers how to build and deploy autonomous AI agents using the LlamaIndex framework. AI agents are rapidly gaining popularity due to their ability to make and act on their own decisions. Instructor Kumaran Ponnambalam will help you learn the capabilities of agentic AI within the LlamaIndex framework, which provides a set of building blocks for quickly and easily creating and deploying these agents. Participants will explore a variety of use cases to understand common patterns and how to successfully implement them with LlamaIndex. The course is integrated with GitHub Codespaces, which provides an instant cloud development environment and gives you all the features of a popular IDE without the need for any local configuration. This allows participants to have a hands-on, hands-on learning experience from any device, at any time, while working with tools they are most likely to encounter in professional work environments.

What you will learn

  • Concepts and building blocks:
  • Explaining the concepts and building blocks for agent-based AI in LlamaIndex.
  • Creating AI agents:
  • Create an AI agent for Reflection, Routing, and Tool Use.
  • Search capabilities with RAG:
  • Add search capabilities using Retrieval-Augmented Generation (RAG) using LlamaIndex.
  • Automatic operation:
  • Performing operations on external systems autonomously.
  • Building multi-agent systems:
  • Building Multiagent Systems with LlamaIndex

This course is suitable for people who:

  • AI Engineers looking to learn how to build AI agents with LlamaIndex.
  • Machine Learning Engineers (ML Engineers) who want to add agent-based capabilities to their knowledge.
  • Developers interested in using the LlamaIndex framework to quickly create and easily deploy AI agents.
  • Technical professionals seeking to understand common patterns and different use cases of agent-based AI in practical environments.

Course Details Hands-On Agentic AI: Building AI Agents with LlamaIndex

Course topics

Hands-On Agentic AI: Building AI Agents with LlamaIndex

Course images

Hands-On Agentic AI: Building AI Agents with LlamaIndex

Sample course video

Installation Guide

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Subtitles: English

Quality: 720p

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131 MB