Developing Text-to-SQL Feature with Large Language Models (LLMs) [Pinterest]
An episode of the Snacks Weekly on Data Science podcast, hosted by Pan Wu, titled "Developing Text-to-SQL Feature with Large Language Models (LLMs) [Pinterest]" was published on June 10, 2024 and runs 12 minutes.
June 10, 2024 ·12m · Snacks Weekly on Data Science
Summary
In this episode, we will explore how Pinterest uses generative AI technology to develop a text-to-SQL feature for their data analytics team. We will examine the general architecture of their two iterations, regarding how the team has enhanced the AI product to support better a wider range of analytics use cases with improved productivity. Based on their published tech blog, with the link provided here for your reference: https://medium.com/pinterest-engineering/how-we-built-text-to-sql-at-pinterest-30bad30dabff
Episode Description
In this episode, we will explore how Pinterest uses generative AI technology to develop a text-to-SQL feature for their data analytics team. We will examine the general architecture of their two iterations, regarding how the team has enhanced the AI product to support better a wider range of analytics use cases with improved productivity.
Based on their published tech blog, with the link provided here for your reference: https://medium.com/pinterest-engineering/how-we-built-text-to-sql-at-pinterest-30bad30dabff
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