Building and Evaluating End-to-End RAG System Part -1

Building and Evaluating End-to-End RAG System Part -1

16 Sep 202413:09pm - 16 Sep 202414:09pm

Building and Evaluating End-to-End RAG System Part -1

About the Event

Join us for an exclusive two-part webinar series that will revolutionize your approach to Retrieval-Augmented Generation (RAG) systems. Whether you're a seasoned AI professional or an enthusiastic newcomer, this comprehensive exploration of Building and Evaluating an End-to-End RAG system will equip you with cutting-edge knowledge and practical skills.

In our first session, we'll dive deep into the core of RAG technology. Master the fundamentals as we guide you through innovative data ingestion techniques, state-of-the-art text embedding strategies, and cutting-edge retrieval methods. Learn to craft robust RAG pipelines, leverage vector databases for optimal performance, and implement advanced similarity search approaches. We'll also explore the latest in reranking methods, groundbreaking RAG advancements, and teach you how to implement open-source and LLM-based evaluations to supercharge your systems.

Our second session takes your skills to the next level, focusing on advanced RAG architectures for complex applications. We'll push the boundaries of information retrieval techniques and share strategies for scaling and optimizing your RAG systems.

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

Nikhil Pentapalli

Nikhil Pentapalli

Senior Machine Learning Engineer at Adobe

Nikhil is a senior machine learning engineer at Adobe, specializing in document intelligence, NLP, computer vision, and generative AI, with a focus on NLP and computer vision. He has done extensive work on chatbots and Retrieval-Augmented Generation (RAG). In addition to his professional work, he actively participates in hackathons, conferences, and AI/ML events in San Francisco, staying engaged with the latest developments in the field. You can reach him on LinkedIn.

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