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Most of the document processing automation projects at an enterprise level require parsing of complex documents with tables, forms, handwriting, checkboxes, sca
by constantinum 2y ago
Most of the document processing automation projects at an enterprise level require parsing of complex documents with tables, forms, handwriting, checkboxes, scanned documents. Example includes ACORD insurance forms, IRS tax forms and bank statements. I’m not even getting into how different each document can be even if they are of the same nature.
For any one curious on automating document processing end-to-end by leveraging llms do try Unstract. It is opens source.
https://github.com/Zipstack/unstract https://github.com/Zipstack/unstract
Unstract also has a commercial version of document agnostic parser which you can channel to any RAG projects.
https://unstract.com/llmwhisperer/ https://unstract.com/llmwhisperer/