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docs: Add multi modal classifier example to documentation #7840

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Feb 24, 2025
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docs: Add multi modal classifier example to documentation #7840

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21 changes: 21 additions & 0 deletions docs/docs/learn/programming/signatures.md
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Expand Up @@ -136,6 +136,27 @@ Prediction(
)
```

### Example E: Multi-modal image classification

```python
class DogPictureSignature(dspy.Signature):
"""Output the dog breed of the dog in the image."""
image_1: dspy.Image = dspy.InputField(desc="An image of a dog")
answer: str = dspy.OutputField(desc="The dog breed of the dog in the image")

image_url = "https://picsum.photos/id/237/200/300"
classify = dspy.Predict(DogPictureSignature)
classify(image_1=dspy.Image.from_url(image_url))
```

**Possible Output:**

```text
Prediction(
answer='Labrador Retriever'
)
```

## Using signatures to build modules & compiling them

While signatures are convenient for prototyping with structured inputs/outputs, that's not the only reason to use them!
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