Master Advanced RAG Pipelines with LlamaIndex

Master Advanced RAG Pipelines with LlamaIndex

12 Sep 202414:09pm - 12 Sep 202415:09pm

Master Advanced RAG Pipelines with LlamaIndex

About the Event

Welcome to an exciting guide on building advanced Retrieval-Augmented Generation (RAG) pipelines! RAG is a cutting-edge technique that combines retrieval-based methods with generative models to enhance the accuracy and relevance of AI responses by incorporating external knowledge. In this webinar, we will explore LlamaIndex integration—a powerful tool that empowers large language models with advanced retrieval capabilities. If you're eager to supercharge your AI models with efficient information retrieval, this session is for you!

The speaker will provide a brief overview of the basics of RAG before diving deep into RAG pipeline development with LlamaIndex. You'll explore RAG pipeline architecture, focusing on advanced techniques such as:

-Multi-query decomposers

-Google Search integration

-Re-rankers

 

-Observability tools and other advanced concepts

 

By mastering these advanced methods and RAG pipeline workflows, you'll be ready to build robust, production-ready AI applications across various sectors—healthcare, e-commerce, or legal tech.

 

Experience live demos and easy-to-follow visuals. Learn to build robust RAG pipelines with LlamaIndex and elevate your AI solutions for any industry—healthcare, e-commerce, legal tech, and more! Join us and boost your AI skills!

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Who is this DataHour for?

  1. Best articles get published on Analytics Vidhya’s Blog Space
  2. Best articles get published on Analytics Vidhya’s Blog Space
  3. Best articles get published on Analytics Vidhya’s Blog Space

About the Speaker

Amritansh Verma

Amritansh Verma

Generative AI Developer at American Express

I completed my B.Tech from IIT Kanpur in 2020. With over 5 years of experience, I've honed my skills in Data Science and Generative AI, working with top tech companies like Flipkart, OYO, and American Express. I am currently working as a Generative AI Developer at American Express. I am deeply passionate about the transformative power of Generative AI and am excited to be at the forefront of this revolution! You can reach him on LinkedIn.

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