Gen AI - RAG Application Development using LlamaIndex
Master LLM Applications with LlamaIndex
Created by Manas Dasgupta
Explore the power of Large Language Models by building advanced Retrieval-Augmented Generation applications with LlamaIndex. Gain hands-on experience in prompt engineering, query pipelines, and integrating LlamaIndex with modern databases. Develop practical AI tools and agents that solve real-world problems.
Packt | Jul 2024 | 458 min
What You Will Learn
You will learn through practical coding exercises and guided projects that walk you through each step of building and deploying LlamaIndex-based applications. Real-world examples and expert tips help you apply concepts immediately, so you can confidently use LlamaIndex in your own AI projects.
Key Features
- Set up and use LlamaIndex for building robust RAG applications
- Design advanced prompt templates and conversational flows
- Integrate LlamaIndex with SQL and Chroma DB for efficient data handling
Target Audience
Ideal for developers and AI enthusiasts with a solid foundation in Python and some familiarity with machine learning. If you want to deepen your skills in LLM application development and build advanced AI-driven tools, this course is designed for you.
