HomeCoursesMastering LlamaIndex: From Fundamentals to Building AI Apps

Updated 27 Aug

AI-powered learning

Save

Mastering LlamaIndex: From Fundamentals to Building AI Apps

Name: Mastering LlamaIndex: From Fundamentals to Building AI Apps
Price: 59 USD
Rating: 4.73 (26 reviews)
Author: Educative

This course teaches how to use LlamaIndex to connect with large language models, build RAG systems, extract data, and create agentic and AI applications.

4.7

15 lessons

1 project

Created by Educative

Mastering LlamaIndex: From Fundamentals to Building AI Apps

What's included

15 lessons across 8 modules
1 project in preconfigured environments
AI Tutor on every lesson

Join 3.1 million developers at

What You'll Learn

An understanding of the core architecture and use cases of LlamaIndex
Working knowledge of how to integrate any LLM with LlamaIndex for enhanced query handling
The ability to design and implement a RAG pipeline for efficient information retrieval
Proficiency in extracting structured data from unstructured text using schema-based techniques
Hands-on experience building single-agent and multi-agent systems with memory and workflow coordination
Working knowledge of monitoring, tracing, and evaluating LLM-driven applications for performance and reliability
The ability to assemble end-to-end AI solutions (e.g., Q&A systems, job application optimizers, lesson-plan generators)

Learning Roadmap

15 Lessons

Getting Started

Get an overview of the LlamaIndex course, including key topics, essential tools, and the foundational knowledge required to get started.

Introduction to the Course

Core Concepts and Using LLMs

Understand the fundamentals of LlamaIndex, how it connects with LLMs, and how to use it for AI-powered applications.

Introduction to LlamaIndex

Using LLMs with LlamaIndex

Building a RAG Pipeline

Build a retrieval-augmented generation (RAG) pipeline to enhance your AI’s ability to efficiently retrieve relevant information.

Implementing RAG with LlamaIndex

Build an LLM-powered Chatbot with RAG using LlamaIndex

Project

Premium

Extracting Structured Outputs from LLMs

Extract structured data from unstructured text to power AI-driven applications like document automation and knowledge retrieval.

Structured Data Extraction in LlamaIndex

Agents and Workflows

4 Lessons

Leverage LlamaIndex to build AI agents and workflows that automate multi-step reasoning and decision-making.

Monitoring and Evaluating LLM Applications

2 Lessons

Learn to trace, evaluate, and improve LLM applications for greater reliability and performance.

Building Real-World Applications with LlamaIndex

3 Lessons

Build complete, real-world AI applications by combining multiple LlamaIndex concepts into cohesive, interactive systems.

Wrap Up

Conclude what you’ve learned to start building smarter AI applications with LlamaIndex.

Final Thoughts

Certificate of Completion

Showcase your accomplishment by sharing your certificate of completion.

Developed by MAANG Engineers

Every Educative lesson is designed by a team of ex-MAANG software engineers and PhD computer science educators, and developed in consultation with developers and data scientists working at Meta, Google, and more. Our mission is to get you hands-on with the necessary skills to stay ahead in a constantly changing industry. No video, no fluff. Just interactive, project-based learning with personalized feedback that adapts to your goals and experience.

Trusted by 3.1 million developers working at companies

These are high-quality courses. Trust me the price is worth it for the content quality. Educative came at the right time in my career. I'm understanding topics better than with any book or online video tutorial I've done. Truly made for developers. Thanks

Anthony Walker

@_webarchitect_

Just finished my first full #ML course: Machine learning for Software Engineers from Educative, Inc. ... Highly recommend!

Evan Dunbar

ML Engineer

You guys are the gold standard of crash-courses... Narrow enough that it doesn't need years of study or a full blown book to get the gist, but broad enough that an afternoon of Googling doesn't cut it.

Software Developer

Carlos Matias La Borde

I spend my days and nights on Educative. It is indispensable. It is such a unique and reader-friendly site

Souvik Kundu

Front-end Developer

Your courses are simply awesome, the depth they go into and the breadth of coverage is so good that I don't have to refer to 10 different websites looking for interview topics and content.

Vinay Krishnaiah

Software Developer

FOR TEAMS

Interested in this course for your business or team?

Unlock this course (and 1,000+ more) for your entire org with DevPath