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Essence is string processing library designed for advanced Natural Language Processing (NLP) and Generative AI tasks. Built in Rust, bridged to Python.
Before installing Essence, ensure that you have Rust and Python installed on your system.
Install Rust:
Install Python:
Install Essence via pip:
pip install essence-nlp
# or
pip3 install essence-nlp
from essence_nlp import processing
sentence = 'Hello i am sogtware engineer, and i designing smart mashine learning system.'
# Example 1: Correcting text
corrected_sentence = processing.corrected(sentence)
print(corrected_sentence) # Output: 'hello i am software engineer and i'm designing smart machine learning system'
# Example 2: Cleaning text
clean_sentence = processing.cleaned(sentence)
print(clean_sentence) # Output: 'hello software engineer im designing smart machine learning system'
# Example 3: Extracting keywords
keywords = processing.keywords(sentence)
print(keywords) # Output: 'im designing smart machine learning system: 36\nsoftware engineer: 4\nhello: 1'
Coming soon...
FAQs
String processing library for advanced NLP and keyword extraction
We found that essence-nlp demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
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