Returning consistent/valid JSON with OpenAI/GPT

In this video, we'll learn how to return a consistent/predictable/valid JSON response to a sentiment analysis prompt using OpenAI.
Blog post - www.markhneedh...
Notebook - github.com/mne...

[@WeiZhou-j5g]

Amazing video and content, more openAI videos pls 🙏

[@learndatawithmark]

Any particular topics?

[@naimurhasanrwd]

This video is super helpful and saved my full day.

[@Notigam]

This video is amazing, very illustrating example. Just commenting to help get it more attention.

[@learndatawithmark]

Thanks for your kind words!

[@garyjehan8918]

Awesome, simple & sharp thanks !

[@arkimphiri]

Super helpful, thank you so much, I was stuck and this helped a lot.

[@learndatawithmark]

Glad it was useful!

[@vikrantkhedkar6451]

Helpful

[@knotfoursail6404]

Cool! Didn't even know functions existed 😅. Thanks for the awesome video 👍

[@learndatawithmark]

It was my first time using that functionality too. I think I should probably work out how to use them properly now!

[@user-rg4qr4hs5b]

works like a charm! Thank you so much!

[@angeloliver2825]

thx so much from Paraguay

[@dvnivl9204]

appreciate it, thanks!

[@leoscott4632]

nice video

[@learndatawithmark]

Thanks!

[@nicolasbiurrun3549]

Hi! I'm a bit stuck here, how would I be able to instead of feed the function with a list of reviews feed it with a dictionary with an id_review linked to the review? That'd be very useful, thanks in advance and great job!

[@learndatawithmark]

Can you explain what you want to do a bit more? Email it to me if it's easier - [e-mail]

[@ryuzlix4424]

thanks man

[@justingiovanetti]

Clever stuff

[@lol14132]

you are so human. - googi

[@dato007]

To the point. Nice. What do u think of pydantic now? Or the updated gpt to output json?

[@learndatawithmark]

I haven't tried either of those yet. Do they work as well as the function approach?

[@michaelhunger6160]

Did you try to put the instructions about the JSON output into the system prompt? Also it helps sometimes to threaten the model that people will get hurt or kittens if it doesn't follow instructions :)

[@learndatawithmark]

I did try that and most of the time it would work, but occasionally it'd go rogue!

[@DANNYEL20122]

Can we get link to the code please 😊

[@learndatawithmark]

All the code is in the blog post - www.markhneedham.com/blog/2023/07/27/return-consistent-predictable-valid-json-openai-gpt/ And the notebook is here - github.com/mneedham/LearnDataWithMark/blob/main/json-gpt/notebooks/SentimentAnalysis.ipynb

[@DANNYEL20122]

@@learndatawithmark thank you