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Updated 2 months ago

Is there a way to retry matching a

Is there a way to retry matching a certain JSON format? Right now i just try to parse it and re-prompt if it fails. But i feel it would be better to just have it correct its mistake instead of retrying enterly right? Is this possible?

6 comments

WWhiteFang_Jr

Did you try OpenAI pydantic program: https://docs.llamaindex.ai/en/stable/examples/output_parsing/openai_pydantic_program.html

You can define the schema in which you want the response.

LLogan M

You could also send the LLM the broken schema and ask it to correct it 🤔

MMike

Yes Ive tried the pydantic program, but actually had issues with it not returning a response sometimes... thats why im considering going to back to using JSON.

MMike

@Logan M yea that seems like a good option. I though maybe there was some build in way of doing this

MMike

I'll try resending the broken schema and see if that works

LLogan M

We've been meaning to make this builtin somehow -- but that sounds good 👍

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