Fix PredictModel to return correct output fields
#55
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reyna-abhyankar
changed the title
PredictModel to return correct output fields
cognify/frontends/dspy/connector.py
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| warnings.warn( | ||
| "Original module contained reasoning. This will be stripped. Add reasoning as a cog instead", | ||
| f"DSPy module {name} contained reasoning. This may lead to undefined behavior.", |
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this needs more explanation to the user. say something like Cognify performs its own reasoning prompt optimization automatically, which may not work well together with DSPy's; consider removing DSPy's reasoning prompts.
| UserWarning, | ||
| ) | ||
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| if isinstance(dspy_predictor, dspy.Retrieve): | ||
| warnings.warn( | ||
| "Original module is a `Retrieve`. This will be ignored", UserWarning | ||
| "Original module is a `dspy.Retrieve`. This will be ignored", UserWarning |
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what does this retrive mean? why ignore?
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dspy.Retrieve is their retriever. They still consider retrieval to be a "module", and since we don't optimize retrieval, I just ignore it. This means whenever it gets called in the actual workflow, we will call the original retrieve module.
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Modify
PredictModel(in DSPy connector) to directly use the DSPy output parsing instead of enforcing ourStructuredModelAlso, remove deletion of reasoning field from signature to maintain compatibility with user's original workflow.