This repository provides a set functions to extract paragraphs from AWS Textract responses.

Overview

extract-paragraphs-with-aws-textract

Since AWS Textract (the AWS OCR service) does not have a native function to extract paragraphs, this repository provides a set of Python 3.X functions built on top of the AWS Python SDK (boto3) to extract paragraphs from AWS Textract responses.

PLEASE NOTE THAT:

  1. It is assumed that your client has the neccesary IAM permissions to access the different AWS resources required.
  2. Since AWS Textract analyze PDF files by running asynchronous operations, the current version assumes that you've already created an s3 bucket and that the PDF files are already stored there. If not, please go to the boto3 docs to know how to create a bucket as well as upload files.
  3. The paragraph_constructor is an ad hoc function for my use case. You may have to adapt it based on the space between lines in your data.

UPCOMING FEATURES:

  • Address abstract cases with the paragrpah_constructor function.
  • Export data in different formats.
  • AWS CloudFormation template for a serverless architecture to execute the functions when a new object is uploaded in your S3 bucket.

Please feel free to suggest new features or improvements to the current code. <3

You might also like...
SSH-Restricted deploys an SSH compliance rule (AWS Config) with auto-remediation via AWS Lambda if SSH access is public.
SSH-Restricted deploys an SSH compliance rule (AWS Config) with auto-remediation via AWS Lambda if SSH access is public.

SSH-Restricted SSH-Restricted deploys an SSH compliance rule with auto-remediation via AWS Lambda if SSH access is public. SSH-Auto-Restricted checks

AWS Auto Inventory allows you to quickly and easily generate inventory reports of your AWS resources.
AWS Auto Inventory allows you to quickly and easily generate inventory reports of your AWS resources.

Photo by Denny Müller on Unsplash AWS Automated Inventory ( aws-auto-inventory ) Automates creation of detailed inventories from AWS resources. Table

aws-lambda-scheduler lets you call any existing AWS Lambda Function you have in a future time.

aws-lambda-scheduler aws-lambda-scheduler lets you call any existing AWS Lambda Function you have in the future. This functionality is achieved by dyn

Project template for using aws-cdk, Chalice and React in concert, including RDS Postgresql and AWS Cognito

What is This? This repository is an opinonated project template for using aws-cdk, Chalice and React in concert. Where aws-cdk and Chalice are in Pyth

POC de uma AWS lambda que executa a consulta de preços de criptomoedas, e é implantada na AWS usando Github actions.
POC de uma AWS lambda que executa a consulta de preços de criptomoedas, e é implantada na AWS usando Github actions.

Cryptocurrency Prices Overview Instalação Repositório Configuração CI/CD Roadmap Testes Overview A ideia deste projeto é aplicar o conteúdo estudado s

Python + AWS Lambda Hands OnPython + AWS Lambda Hands On
Python + AWS Lambda Hands OnPython + AWS Lambda Hands On

Python + AWS Lambda Hands On Python Criada em 1990, por Guido Van Rossum. "Bala de prata" (quase). Muito utilizado em: Automatizações - Selenium, Beau

Unauthenticated enumeration of services, roles, and users in an AWS account or in every AWS account in existence.

Quiet Riot 🎶 C'mon, Feel The Noise 🎶 An enumeration tool for scalable, unauthenticated validation of AWS principals; including AWS Acccount IDs, roo

AWS Blog post code for running feature-extraction on images using AWS Batch and Cloud Development Kit (CDK).

Batch processing with AWS Batch and CDK Welcome This repository demostrates provisioning the necessary infrastructure for running a job on AWS Batch u

Aws-lambda-requests-wrapper - Request/Response wrapper for AWS Lambda with API Gateway

AWS Lambda Requests Wrapper Request/Response wrapper for AWS Lambda with API Gat

Owner
Juan Anzola
Juan Anzola
Automated AWS account hardening with AWS Control Tower and AWS Step Functions

Automate activities in Control Tower provisioned AWS accounts Table of contents Introduction Architecture Prerequisites Tools and services Usage Clean

AWS Samples 20 Dec 7, 2022
Implement backup and recovery with AWS Backup across your AWS Organizations using a CI/CD pipeline (AWS CodePipeline).

Backup and Recovery with AWS Backup This repository provides you with a management and deployment solution for implementing Backup and Recovery with A

AWS Samples 8 Nov 22, 2022
A suite of utilities for AWS Lambda Functions that makes tracing with AWS X-Ray, structured logging and creating custom metrics asynchronously easier

A suite of utilities for AWS Lambda Functions that makes tracing with AWS X-Ray, structured logging and creating custom metrics asynchronously easier

Amazon Web Services - Labs 1.9k Jan 7, 2023
Nasdaq Cloud Data Service (NCDS) provides a modern and efficient method of delivery for realtime exchange data and other financial information. This repository provides an SDK for developing applications to access the NCDS.

Nasdaq Cloud Data Service (NCDS) Nasdaq Cloud Data Service (NCDS) provides a modern and efficient method of delivery for realtime exchange data and ot

Nasdaq 8 Dec 1, 2022
A solution designed to extract, transform and load Chicago crime data from an RDS instance to other services in AWS.

This project is intended to implement a solution designed to extract, transform and load Chicago crime data from an RDS instance to other services in AWS.

Yesaswi Avula 1 Feb 4, 2022
A Python Library to interface with Flickr REST API, OAuth & JSON Responses

Python-Flickr Python-Flickr is A Python library to interface with Flickr REST API & OAuth Features Photo Uploading Retrieve user information Common Fl

Mike Helmick 40 Sep 25, 2021
A Python Library to interface with LinkedIn API, OAuth and JSON responses

#Overview Here's another library based on the LinkedIn API, OAuth and JSON responses. Hope this documentation explains everything you need to get star

Mike Helmick 69 Dec 11, 2022
Proxy server that records responses for UI testing (and other things)

Welcome to playback-proxy ?? A proxy tool that records communication (requests, websockets) between client and server. This recording can later be use

Yurii 41 Apr 1, 2022
Automatically compile an AWS Service Control Policy that ONLY allows AWS services that are compliant with your preferred compliance frameworks.

aws-allowlister Automatically compile an AWS Service Control Policy that ONLY allows AWS services that are compliant with your preferred compliance fr

Salesforce 189 Dec 8, 2022