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Introducing SQrL - a Text2SQL Reasoning Agent built with GPT4.1 It “thinks” before running SQL and "analyzes" the results of its queries to deliver the best possible answer to your questions. The video is 1x speed. Give it a try and let me know if you like it. Code... show more

Ashpreet Bedi

12,116 subscribers

22,913 次观看 • 1 年前 •via X (Twitter)

科学技术新闻政治教育

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11 条评论

Ashpreet Bedi 的头像

Ashpreet Bedi1 年前

Code:

RTTS 的头像

RTTS1 年前

Testing Salesforce presents unique challenges due to its complexity, scalability and customizability. RTTS can plan, design & automate a successful testing process for you.

Julian Harris 的头像

Julian Harris1 年前

I’ve got very good results with quite basic models in the past. What am I missing?

Ashpreet Bedi 的头像

Ashpreet Bedi1 年前

Not missing anything, I generally found that the response quality improves when the model validates the response: as in does this data make sense. Eg: see the 3rd question in the video (I think) - what’s the longest career in F1. The data has quality issues, and returns Piquet (sr and jr). This is technically correct based on the data but the answer is wrong. If the model can analyze: does a 31 year racing career sound plausible - then it figures out that these are 2 drives racing under the same name/tag. And then returns the correct answer. Don’t think you’re missing anything. Just sharing the approach we’re taking.

Keshav Jindal 的头像

Keshav Jindal1 年前

Q: why would you build a reasoning agent with a non reasoning model by shoving the think tool down its throat vs. using a reasoning model? cost?

Ashpreet Bedi 的头像

Ashpreet Bedi1 年前

Interesting tone. This research should help:

Nanda Nainadurai 的头像

Nanda Nainadurai1 年前

Interesting. Do you have a connector to databricks?

Ashpreet Bedi 的头像

Ashpreet Bedi1 年前

would it take a sqlalchemy url?

tobitege 的头像

tobitege1 年前

I looked into Vanna recently, but problem is: there are a lot of SQL dialects out there, many models may favor SQLite/Postgres, but when you tried go get a schema from SQL Server with it, they just don't get it right and you end up coding it.

Ruu 10.10 Sonnet 的头像

Ruu 10.10 Sonnet1 年前

sir, can i apply this also to cypher

Adam Sukala 的头像

Adam Sukala1 年前

great one ... added to VibeApp Store. I hope that you vibe coded Ashpreet 😉

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