DataHour: NoSQL: Leveraging Large Language Models for Text2SQL

DataHour: NoSQL: Leveraging Large Language Models for Text2SQL

14 Dec 202313:12pm - 14 Dec 202314:12pm

DataHour: NoSQL: Leveraging Large Language Models for Text2SQL

About the Event

In this session, we will delve into the importance of Text2SQL in enhancing the intuitiveness of database interactions through natural language, emphasizing its critical role in today's data-centric landscape.

Commencing with an overview, we will guide beginners through the fundamental steps of integrating Large Language Models (LLMs) with SQL databases. This will serve as a clear and accessible reference for those new to model selection and training processes.

The discussion will then pivot to addressing common challenges encountered in Text2SQL applications, including the management of intricate database structures and the assurance of query accuracy. By exploring practical strategies and recent advancements, we aim to provide valuable insights into effectively navigating these challenges.

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Who is this DataHour for?

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

About the Speaker

Rafael Pierre

Rafael Pierre

Machine Learning & AI Engineer at weet.ai

Rafael Pierre, a seasoned Machine Learning & AI Engineer based in Amsterdam, has been self-employed at weet.ai since June 2018. With expertise in Python, PyTorch, Generative AI, and more, he specializes in making database interactions intuitive. Rafael is also the Master of Disaster at LLMs HowTo, demystifying Generative AI since January 2021.

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