Skip to content

Latest commit

 

History

History
58 lines (40 loc) · 2.13 KB

README.md

File metadata and controls

58 lines (40 loc) · 2.13 KB

Pre-Processing Pipeline for Invoices

This repo implements document preprocessing for invoices.

Developer Quick Start

  • Using pyenv to manage virtualenv's is recommended

    • Mac install instructions. See here for more detailed instructions.

      • brew install pyenv-virtualenv
      • pyenv install 3.8.15

    • Linux instructions are available here.

    • Create a virtualenv to work in and activate it, e.g. for one named invoices:

      pyenv virtualenv 3.8.15 invoices
      pyenv activate invoices

  • Run make install

  • Start a local jupyter notebook server with make run-jupyter
    OR
    just start the fast-API locally with make run-web-app

Extracting Relevant Information from Invoices

To retrieve various elements from an invoice, post the image to the /invoices API. You can try this out by starting the API locally with make run-web-app. Then from the base folder, run:

curl -X 'POST' \
  'http://localhost:8000/invoices/v0.1.0/invoices' \
  -H 'accept: application/json' \
  -H 'Content-Type: multipart/form-data' \
  -F 'files=@sample-docs/000d40dd-2812.png' | jq -C . | less -R

Generating Python files from the pipeline notebooks

You can generate the FastAPI APIs from your pipeline notebooks by running make generate-api.

Security Policy

See our security policy for information on how to report security vulnerabilities.

🤗 Hugging Face

Hugging Face Spaces offer a simple way to host ML demo apps, models and datasets directly on our organization’s profile. This allows us to showcase our projects and work collaboratively with other people in the ML ecosystem. Visit our space here!

Learn more

Section Description
Company Website Unstructured.io product and company info