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Text Summarizer using TextRank (NLP) #2973

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smty2018
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Description

This Python script takes a longer piece of text as input and generates a concise summary using the TextRank algorithm from the sumy library.
TextRank is an extractive text summarization algorithm that identifies important sentences based on the connections between words.

Output:
Screenshot 2023-08-10 234519

Fixes #2971

Type of change

Please delete options that are not relevant.

  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds functionality)
  • Breaking change (fix or feature that would cause existing functionality to not work as expected)
  • This change requires a documentation update
  • Documentation Update

Checklist:

  • My code follows the style guidelines(Clean Code) of this project
  • I have performed a self-review of my own code
  • I have commented my code, particularly in hard-to-understand areas
  • I have created a helpful and easy to understand README.md
  • My documentation follows Template for README.md
  • I have added the project meta data in the PR template.
  • I have created the requirements.txt file if needed.

Project Metadata

If there is no-file/nothing to fill the below fields with, then type: none

Example: If no requirements.txt needed/present, then type none in Requirments.

Category:

  • Calculators
  • AI/ML
  • Scrappers
  • Social_Media
  • PDF
  • Image_Processing
  • Video_Processing
  • Games
  • Networking
  • OS_Utilities
  • Automation
  • Cryptography
  • Computer_Vision
  • Fun
  • Others

Title: <write script title here>

Folder: <type the folder name that contains your script>

Requirements: <type the name of text file containing the required to install python packages, type None if no file required>

Script: <Enter the name of the .py file (The main entry point of the program)>

Arguments: <enter any arguments that the script needs but - separeted like: h-c-m>

Contributor: <Enter your Github handle/username without url>

Description: <Enter a one line description that describes your script. Also, explain the arguments usage here>

@smty2018
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@avinashkranjan Can you please review and merge this Pr.Thank You

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Due to inactivity this pull request has been marked as stale.

@github-actions github-actions bot added the Stale PRs with no updates label Aug 25, 2023
@github-actions github-actions bot closed this Sep 1, 2023
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[Script]: Text Summarizer using TextRank (NLP)
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