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docs: Add missing section headers and fix broken links
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- Added section headers for single/multi-label classification
- Added sections for working with DataFrames and streaming responses
- Fixed broken links in documentation
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devin-ai-integration[bot] committed Dec 3, 2024
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Expand Up @@ -414,8 +414,22 @@ Since everything is already annotated with Pydantic, this code is very simple to

## Improving the Model

### Single-Label Classification

There's a couple things we could do to make this system a little bit more robust.

### Multi-Label Classification

Notice in the example we use Iterable[Tag] vs Tag. This is because we might want to use a multiclass classification model that returns multiple tag!

### Working with DataFrames

When working with large datasets, you might want to use pandas DataFrames for efficient processing. See our [DataFrame Integration Guide](pandas_df.md) for details.

### Streaming Responses

For real-time processing needs, you can utilize streaming responses. Check out our [Partial Streaming Guide](partial_streaming.md) for implementation details.

1. Use confidence score:

```python
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