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One thing I found helps if I want the responses to be valid JSON, seems to work: where result contains all of the <data expected> and the result is valid JSON.
by globalise83 3y ago
One thing I found helps if I want the responses to be valid JSON, seems to work:
where result contains all of the <data expected> and the result is valid JSON. Do NOT under any circumstances deviate from this format! Ensure all of the value <data expected> are complete, do not leave ANY of them out. Do not add ANY other text to your answer except for the JSON result.
I found that just asking for valid JSON didn't always work out as expected (e.g. gpt-4 API would add formatting etc., so I became more and more of a micromanager!
- H8crilA 3y agoThis is what function calling is for. https://openai.com/blog/function-calling-and-other-api-updates https://openai.com/blog/function-calling-and-other-api-updat...
- globalise83 3y agoNice! Thanks for the pointer
- tcdent 3y agoIt does not really need to be that intense. I get very reliable results from the gpt4 api using this template: You are a data cleaner and JSON formatter Take the input data and format it into attributes Your output will be fed directly to `json.loads` Example input: foo bar baz bat Example format: { "string": "foo bar baz bat", } You can give it multiple input examples, too. I often use a "minimum viable" example so that it knows it's ok to return empty attributes instead of hallucinating when the data is sparse.