EPISODE · Jun 10, 2024 · 12 MIN
Developing Text-to-SQL Feature with Large Language Models (LLMs) [Pinterest]
from Snacks Weekly on Data Science · host Pan Wu
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
What this episode covers
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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Developing Text-to-SQL Feature with Large Language Models (LLMs) [Pinterest]
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