twilight-autocomplete 1.0.3

Autocomplete Package built using NLTK for the twilight messaging client

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 [e-mail].

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.