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Generating SQL Database Queries from Natural Language with Yanshuai Cao - #519
Manage episode 302451749 series 2355587
Today we’re joined by Yanshuai Cao, a senior research team lead at Borealis AI. In our conversation with Yanshuai, we explore his work on Turing, their natural language to SQL engine that allows users to get insights from relational databases without having to write code. We do a bit of compare and contrast with the recently released Codex Model from OpenAI, the role that reasoning plays in solving this problem, and how it is implemented in the model. We also talk through various challenges like data augmentation, the complexity of the queries that Turing can produce, and a paper that explores the explainability of this model.
The complete show notes for this episode can be found at twimlai.com/go/519.
700 tập
Generating SQL Database Queries from Natural Language with Yanshuai Cao - #519
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
Manage episode 302451749 series 2355587
Today we’re joined by Yanshuai Cao, a senior research team lead at Borealis AI. In our conversation with Yanshuai, we explore his work on Turing, their natural language to SQL engine that allows users to get insights from relational databases without having to write code. We do a bit of compare and contrast with the recently released Codex Model from OpenAI, the role that reasoning plays in solving this problem, and how it is implemented in the model. We also talk through various challenges like data augmentation, the complexity of the queries that Turing can produce, and a paper that explores the explainability of this model.
The complete show notes for this episode can be found at twimlai.com/go/519.
700 tập
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