DataHour: Building Efficient RAG Systems with LlamaParse and LlamaIndex

DataHour: Building Efficient RAG Systems with LlamaParse and LlamaIndex

18 Apr 202413:04pm - 18 Apr 202413:04pm

DataHour: Building Efficient RAG Systems with LlamaParse and LlamaIndex

About the Event

In this talk, we will explore LlamaParse, a state-of-the-art parser that enhances the application of Retrieval-Augmented Generation (RAG) on complex PDF documents. LlamaParse is specially designed to handle intricate PDFs containing embedded tables, enabling a level of data extraction and structuring previously unattainable with conventional methods.

We will delve into how LlamaParse addresses the challenges of parsing complex documents into well-structured markdown, facilitating advanced Markdown parsing and recursive retrieval algorithms that enhance the performance of RAG applications. The discussion will cover the significance of LlamaParse in enabling accurate, efficient, and deep analysis of a wide array of documents, from academic papers to financial reports.

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Who is this DataHour for?

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About the Speaker

Ravi Theja

Ravi Theja

Data Scientist at Glance

Ravi Theja is an accomplished Data Scientist at Glance-Inmobi, renowned for his expertise in building and deploying cutting-edge machine learning models for recommender systems, NLP applications, and Generative AI. With a Master's degree in Computer Science from IIIT-Bangalore, Ravi has solidified his foundation in the field of data science and artificial intelligence.Throughout his career, Ravi has showcased his exceptional talent and dedication to the field of data science. His valuable contributions as a Data Scientist at Glance-Inmobi have played a pivotal role in developing advanced recommender systems that have significantly improved user experience and engagement. His adeptness in leveraging NLP techniques has enabled the creation of innovative applications that enhance natural language understanding and processing.

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