NT-TextFileLoader

v2.0.1

Python library to extract text from various file formats. The supported formats are: JPEG, PNG, PDF, DOCX, DOC, and TEXT. For more information about how to use this package see README

Latest version published 12 months ago

License: Apache-2.0

PyPI

GitHub

Package Health Score

64 / 100

security
Security review needed
popularity
Small
maintenance
Inactive
community
Active

Popularity

Small

GitHub Stars: 3.17K
Forks: 439
Contributors: 190

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package NT-TextFileLoader, we found that it has been starred 3,175 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Dec 13, 2023
Direct Vulnerabilities: 0
C
0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
L
License Risk: 1
H
3
M
0
L

All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

Apache-2.0

Security Policy

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Maintenance

Inactive

Commit Frequency

Open Issues: 8
Open PR: 1
Last Release: 12 months ago
Last Commit: 12 days ago

Further analysis of the maintenance status of NT-TextFileLoader based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Inactive.

We found that NT-TextFileLoader demonstrates a positive version release cadence with at least one new version released in the past 12 months.

As a healthy sign for on-going project maintenance, we found that the GitHub repository had at least 1 pull request or issue interacted with by the community.

Community

Active

Readme: Yes
Contributing.md: Yes
Code of Conduct: No
Contributors: 190
Funding: No

A good and healthy external contribution signal for NT-TextFileLoader project, which invites more than one hundred open source maintainers to collaborate on the repository.

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Package

Python Versions Compatibility: ==3.10.*, ==3.11.*, ==3.9.*

Age: 12 months
Latest Release: 12 months ago
Dependencies: N/A
Versions: 6
Maintainers: 1
Wheels: No

Readme

NT-TextLoader

Description

A Python module for extracting text content from various file types including PDFs, DOCX, DOC, text files, and images using Optical Character Recognition (OCR).

Installation Instructions

Before using this package, ensure you have installed the following system-level dependencies:

1.On Linux

Tesseract OCR and MS Office:

!apt install tesseract-ocr
!apt install libtesseract-dev
!apt-get --no-install-recommends install libreoffice -y
!apt-get install -y libreoffice-java-common

2.On Windows

Simple steps for tesseract installation in windows.

1.Download tesseract exe from https://github.com/UB-Mannheim/tesseract/wiki.
2.Install this exe in C:\Program Files (x86)\Tesseract-OCR
3.Open virtual machine command prompt in windows or anaconda prompt.
4.Run pip install pytesseract

To test if tesseract is installed type in python prompt:

import pytesseract
print(pytesseract)

Installation

Install the package using pip:

pip install NT-TextFileLoader

Usage

from NT_TextFileLoader.text_loader import TextFileLoader

# Load text from a file
file_path = 'path/to/your/file'
extracted_text = TextFileLoader.load_text(file_path,min_text_length=50) 
# If the ouput length is lesser than 50(min_text_length) then OCR will be used to extract text.
# Increate the min_text_length value to use OCR.
print(extracted_text)

Supported File Types

PDF: Extracts text from PDF files.
DOCX: Extracts text from DOCX files.
DOC: Extracts text from legacy DOC files.
Text files: Loads text content from TXT files.
Images (JPG, PNG, JPEG, WEBP): Uses OCR to extract text from images.

Requirements

PyPDF2
python-docx
Pillow
pytesseract (For image-based text extraction)
langchain
unstructured
docx2txt
PyMuPDF

Contributions

Contributions, issues, and feature requests are welcome!

License

This project is licensed under the MIT License.

FAQs

What is NT-TextFileLoader?

Python library to extract text from various file formats. The supported formats are: JPEG, PNG, PDF, DOCX, DOC, and TEX... Visit Snyk Advisor to see a full health score report for NT-TextFileLoader, including popularity, security, maintenance & community analysis.

Is NT-TextFileLoader popular?

The python package NT-TextFileLoader receives a total of 134 weekly downloads. As such, NT-TextFileLoader popularity was classified as small. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is NT-TextFileLoader well maintained?

We found indications that NT-TextFileLoader is an Inactive project. See the full package health analysis to learn more about the package maintenance status.

Is NT-TextFileLoader safe to use?

While scanning the latest version of NT-TextFileLoader, we found that a security review is needed. A total of 0 vulnerabilities or license issues were detected. See the full security scan results.

Last updated on 21 November-2024, at 18:02 (UTC).

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Readme

NT-TextLoader

Description

Installation Instructions

1.On Linux

2.On Windows

Installation

Usage

Supported File Types

Requirements

Contributions

License

FAQs

What is NT-TextFileLoader?

Is NT-TextFileLoader popular?

Is NT-TextFileLoader well maintained?

Is NT-TextFileLoader safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Source Code

Open Source

Container

Config

Fix identified vulnerabilities

Monitor for new issues