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Using Dspy to Detect Document Boundaries
Using DSPy to Detect Document Boundaries
Whether you’re dealing with contracts that contain exhibits, reports with appendices, or order forms with attached terms and conditions, knowing where one section ends and another begins is key to improving downstream processing accuracy. There’s an important tradeoff: predefined classes make reasoning easier and provide more predictable outputs, but they assume prior knowledge about document types. For production systems processing diverse document types, you might consider a hybrid approach: start with predefined classes for common patterns, but allow the model to suggest new categories when needed.
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