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- # DocumentIQA: Document Insight Question/Answer
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  ## Introduction
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- Question/Answering on scientific documents. Upload your document and ask questions.
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  In our implementation we use [Grobid](https://github.com/kermitt2/grobid) for text extraction instead of the raw PDF2Text converter.
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  Thanks to Grobid we are able to precisely extract abstract and full-text.
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  This is just the beginning and publishing might help gathering more feedback.
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  **OpenAI or HuggingFace API KEY required**
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- ### Screencast
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- This is a screencast on an older version:
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-
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- https://github.com/lfoppiano/document-qa/assets/15426/b3882119-5a87-40f5-a2de-ad47447eb40c
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  ### Acknolwedgement
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  This project is developed at the [National Institute for Materials Science](https://www.nims.go.jp) (NIMS) in Japan.
 
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+ # DocumentIQA: Scientific Document Insight Question/Answer
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  ## Introduction
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+ Question/Answering on scientific documents.
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  In our implementation we use [Grobid](https://github.com/kermitt2/grobid) for text extraction instead of the raw PDF2Text converter.
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  Thanks to Grobid we are able to precisely extract abstract and full-text.
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  This is just the beginning and publishing might help gathering more feedback.
 
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  **OpenAI or HuggingFace API KEY required**
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  ### Acknolwedgement
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  This project is developed at the [National Institute for Materials Science](https://www.nims.go.jp) (NIMS) in Japan.