Autocomplete Package built using NLTK for the twilight messaging client
Project description
Twilight-Autocomplete
Twilight-Autocomplete is a powerful Python library that provides intelligent autocomplete functionality for text-based applications. Whether you're working on a chatbot, text editor, or any other application that requires intelligent text completion, ## Twilight-Autocomplete has got you covered. Developed by Avneh S. Bhatia, this library leverages the power of NLP and machine learning techniques to predict the next word in a sentence based on a given context.
Features
* Efficient training of language models using the nltk library
* Support for n-gram language models for accurate predictions
* Simple and intuitive interface for easy integration into existing projects
* Customizable n-gram size to adapt to different language patterns
* Supports context-aware predictions for enhanced accuracy
Installation
You can install Twilight-Autocomplete using pip:
$ pip install twilight-autocomplete
Make sure you have the nltk library installed as well:
$ pip install nltk
Usage
Using Twilight-Autocomplete is straightforward. Here's an example:
from twilight_autocomplete import train_model, predict_next_word, auto_complete
#Train the model with an n-gram size of 3
n = 3
model = train_model(n)
#Example usage
input_sentence = "I want to "
next_word = auto_complete(input_sentence, model, n)
print(next_word)
The above code demonstrates how to train a language model using the train_model function, and then use it to predict the next word in a sentence using the auto_complete function. The n parameter specifies the n-gram size, which determines the context used for prediction.
Contributing
We welcome contributions from the open-source community to make Twilight-Autocomplete even better. If you have any bug reports, feature requests, or improvements, please submit them to the GitHub repository: https://github.com/RedMythic1/twilight-autocomplete
When contributing, please follow the existing code style and include tests for any new features or bug fixes. We appreciate your help in making Twilight-Autocomplete an exceptional tool for text autocomplete.
License
Twilight-Autocomplete is licensed under the MIT License. See the LICENSE file for more information.
Contact
For any inquiries or feedback, feel free to reach out to Avneh S. Bhatia at avnehb@example.com.
Acknowledgements
I would like to thank the nltk development team for their excellent work on the Natural Language Toolkit, which forms the foundation of Twilight-Autocomplete.
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