DocQA™ is a good tool. It is powered by Document AI, DocQuery AI, With DocQA™, you can find answers to all your questions in invoices and income statements.
Listing updated:November 6, 2023
Works with:
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Overview
In Google docs™, DocQA™ add-on is a good tool. Its functions include but are not limited to: providing document Q&A, extracting information from pdf documents or image documents, and answering your questions based on the information, document OCR, invoice OCR, invoice Q&A.
It is powered by state-of-the-art DocQuery AI, Document AI. Document Query Engine Powered by Large Language Models, including:
 Microsoft LayoutLMv3 AI,
Microsoft OCR-LayoutLMv3-Invoice AI,
impira/layoutlm-document-qa AI(Microsoft LayoutLM Model fine-tuned version based on document data),
impira/layoutlm-invoices AI(Microsoft LayoutLM Model fine-tuned version based on invoice data).
With DocQA™, you can find answers to all your questions in invoices and income statements.

Introduction to AI
This is a fine-tuned version of the multi-modal LayoutLM model for the task of question answering on documents. It has been fine-tuned using both the SQuAD2.0 and DocVQA datasets.

LayoutLM (Document Foundation Model)
LayoutLM is a simple but effective multi-modal pre-training method of text, layout and image for visually-rich document understanding and information extraction tasks, such as form understanding and receipt understanding. LayoutLM archives the SOTA results on multiple datasets. For more details, please refer to our paper:

LayoutLM: Pre-training of Text and Layout for Document Image Understanding Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou, KDD 2020

LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou, ACL 2021

LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Furu Wei, Preprint
Additional information
PricingFree of charge
Developer
Non-trader
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DocQA will ask for the permissions shown below. Learn more
DocQA will need access to your Google account
This will allow DocQA to :
See, edit, create, and delete all your Google Docs documents
Display and run third-party web content in prompts and sidebars inside Google applications
Connect to an external service
See your primary Google Account email address
See your personal info, including any personal info you've made publicly available
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Pierre
April 9, 2023
Could not easily find how to use it, documentation on how to enable it was lacking initially having to search the web how to use on an existing doc once enabled in Google Drive
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G-spot time
February 25, 2023
Following the breakthrough of OCR AI, document question answer AI has also developed rapidly. It's really unexpected that AI is progressing so fast!
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