Git Product home page Git Product logo

example-document-ai's Introduction

RPA.DocumentAI: Intelligent Document Processing with various engines

Currently supported engines:

  • Google: google (requires rpaframework-google)
  • Base64: base64ai
  • Nanonets: nanonets

Tasks

Process a real world PDF invoice (or its PNG counterpart) with the following tasks:

  • Document AI Google: using Google engine
  • Document AI Base64: using Base64 engine
  • Document AI Nanonets: using Nanonets engine
  • Document AI All: using all the available engines
  • Document AI Work Items: using custom configured engines for multiple files

Secrets

We recommend using Control Room's Vault for storing the API keys you'd normally need to configure before being able to operate these libraries which need to authenticate in their external services before being able to predict a document.

The expected structure can be observed within our vault.yaml file and looks like so:

document_ai:
  serviceaccount: {"type": "service_account", ...}
  base64ai: [email protected],17**********c44
  nanonets: Zs**************OEF

out of which we can understand the following:

Use Init Engine with any of the above for a unified & simplified experience.

โš ๏ธ At all times keep these values private (securely stored in our Vault) and treat them like passwords.

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.