example(dspy): extract patient intake forms by DSPy #1365
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Member
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woohoo! cc @prrao87 |
Member
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thanks a lot @georgeh0 for the example. excited for both cocoindex and dspy community! |
prrao87
reviewed
Dec 4, 2025
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| form_images = [] | ||
| for page in pdf_doc: | ||
| # Render page to pixmap (image) at 2x resolution for better quality |
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This part is super cool! I've found that parsing images of higher quality results in fewer typos in the resulting output, at the cost of more tokens. But super useful approach to allow it to upscale the image!
prrao87
reviewed
Dec 4, 2025
| "cocoindex>=0.3.9", | ||
| "dspy-ai>=3.0.4", | ||
| "pydantic>=2.0.0", | ||
| "pymupdf>=1.24.0", |
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@georgeh0 what is the need for pymupdf here if the LLM is directly extracting from the image bytes?
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Is this what fitz is? Oops, now I get it.
Contributor
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This example is super cool! Love the usage of PyMuPDF to convert the PDF to image bytes and upsize it for the LLM. Really good methodology 👌🏽 |
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