AWS TextExtract Tables

This is a server application that uses AWS's Textextract to extract tables from images.

Getting Started

These instructions will get you a copy of the project up and running on your local machine for development and testing purposes.

Prerequisites

What things you need to install the software and how to install them

Node.js
npm

Installing

A step by step series of examples that tell you how to get a development environment running

Clone the repository

git clone https://github.com/yourusername/aws-textextract-tables.git

Install NPM packages

npm install

Create a .env file in the root directory of the project and insert your credentials.

# AWS Configuration
AWS_ACCESS_KEY_ID=your_access_key_id
AWS_SECRET_ACCESS_KEY=your_secret_access_key
AWS_REGION=your_aws_region

# Server Configuration
PORT=your_server_port

Running the tests

To start the server, run the following command:

npm start

Prompt

Return the user name, dental office, and the 4-digit dental codes with descriptions and insurance fees in this text from a treatment plan:

Full Text:

“{{ text }}”

Treatment Plan Table:

“{{ table }}”

Use this as a template and only include words from the provided text:

{
"patient": "test name",
"dental_office": "test office",
"service_summary": "test summary",
"cdt_codes": [
{
"code": "D1110",
"description": "Cleaning - adult",
"full_fee": 100.00,
"plan_fee": 80
},
{
"code": "D1206",
"description": "Topical fluoride varnish",
"full_fee": 100.00,
"plan_fee": 80
},
{
"code": "D1351",
"description": "Sealant - per tooth",
"full_fee": 100.00,
"plan_fee": 80
}
]
}

Prompts can be tested in MakerSuite or in OpenAI's Playground.

Built With

Authors

Joseph Muller

Acknowledgments

AWS TextExtract for providing the service to extract tables from images.

jtmuller5/textextract