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Struggling To Process Loooooooong Document Images With Generative Ai
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- upstage.ai
- Author
- Upstage
- Date
Context
Upstage added support for very tall document images in its document-parse-250404 release. These images occur in online retail, where a product description may extend for thousands of pixels instead of fitting a conventional page. The company’s announcement describes converting that image into HTML, which a can then use to extract named fields and their values. The workflow has two distinct stages: the parser turns the image into a document representation, and a language model extracts information from it. This gives customers a way to turn image-based descriptions into fields that software can use.
Terms in this piece · Glossary
- LLM — A large language model — the neural network behind tools like Claude and ChatGPT, trained on huge amounts of text to predict what comes next.
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