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Find complete sentence that contain your keyword

by vigneshchennai74 Updated: Jan 13, 2023

In this solution we are going to find the Complete sentence that contains your keyword that you are looking for. With the help of python we can achieve that. In python there is specific library called spacy that helped to run this code. In that library Matcher method that lets you find words and phrases using rules describing their token attributes. In this solution kit, I am sharing the code snippet and library that I use to match the pattern in Python which can be executed directly in the IDE.


Preview of the output that you will get on running this code from your IDE

Code

In this solution we have used Matcher function of SpaCy Library.

PythonLines of Code : 22License : CC BY-SA 4.0

  1. Copy the code using the "Copy" button above, and paste it in a Python file in your IDE.
  2. Enter the Text
  3. Run the code that Find the Complete Sentence you looking for.


I hope you found this useful. I have added the link to dependent libraries, version information in the following sections.


I found this code snippet by searching for "How to extract sentence with key phrases in SpaCy" in kandi. You can try any such use case!


๏ปฟNote


In this snippet we are using a Language model (en_core_web_sm)

  1. Download the model using the command python -m spacy download en_core_web_sm .
  2. paste it in your terminal and download it.


Check the user's spacy version using pip show spacy command in users terminal.

  1. if its version 3.0, you will need to load it using nlp = spacy.load("en_core_web_sm")
  2. if its version is less than 3.0 you will need to load it using nlp = spacy.load("en")


Dependent Library

spaCyby explosion

Python star image 25086 Version:3.4.4

License: Permissive (MIT)

๐Ÿ’ซ Industrial-strength Natural Language Processing (NLP) in Python

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spaCyby explosion

Python star image 25086 Version:3.4.4 License: Permissive (MIT)

๐Ÿ’ซ Industrial-strength Natural Language Processing (NLP) in Python
Support
Quality
Security
License
Reuse

If you do not have SpaCy that is required to run this code, you can install it by clicking on the above link and copying the pip Install command from the Spacy page in kandi.

You can search for any dependent library on kandi like SpaCy

Environment Test

I tested this solution in the following versions. Be mindful of changes when working with other versions.


  1. The solution is created in Python 3.7.15 Version
  2. The solution is tested on Spacy 3.4.3 Version


Using this solution, we can collect the complete sentence that user need with the help of function in spacy . This process also facilities an easy to use, hassle free method to create a hands-on working version of code which would help us collect the sentence or keywords the user needs in python.

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