googleapis / googleapis/python-genai

Support a larger number of enum values when using structured output

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#950 14 comments 1 reaction 2 assignees Claimed by @kkorpal View on GitHub
priority: p3 type: feature request
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Python
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Description

I am trying to use the Gemini Flash 2.0 models to produce a content classification with about 100 possible classes. Passing all 100 values to the response_schema of the structured output results in `400` errors due to the "complexity" of the schema.

When I include all possible values in the prompt instead, it will regularly produce outputs that are not one of the 100 class types, which is a deal-breaker for my use case.

https://ai.google.dev/gemini-api/docs/structured-output#generating-enums

> A complex schema can result in an InvalidArgument: 400 error. Complexity might come from long property names, long array length limits, enums with many values, objects with lots of optional properties, or a combination of these factors.

> Reduce the number of valid values for enums.

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