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AI Chatbot

This project implements a fully functional AI chatbot using neural networks and machine learning techniques. The chatbot is designed to interact with users in a conversational manner, providing responses based on the input it receives.

Project Structure

ai-chatbot
├── src
│   ├── main.py               # Entry point of the application
│   ├── chatbot                # Package containing chatbot logic
│   │   ├── __init__.py       # Initializes the chatbot package
│   │   ├── model.py          # Defines the neural network architecture
│   │   ├── train.py          # Contains training logic for the model
│   │   └── utils.py          # Utility functions for data processing
│   └── data                  # Package for data handling
│       └── dataset.py        # Loads and processes the training dataset
├── requirements.txt          # Lists project dependencies
└── README.md                 # Project documentation

Installation

To set up the project, clone the repository and install the required dependencies:

pip install -r requirements.txt

Usage

To run the chatbot, execute the following command:

python src/main.py

This will initialize the chatbot, load the trained model, and allow you to interact with it through the command line.

Features

  • Neural Network Architecture: The chatbot uses a custom neural network model defined in model.py.
  • Training Logic: The training process is handled in train.py, where the model is trained on a dataset.
  • Data Handling: The dataset is loaded and processed in dataset.py, ensuring the model receives the appropriate input format.
  • Utility Functions: Preprocessing and postprocessing of user input and model output are managed in utils.py.

Contributing

Contributions are welcome! Please feel free to submit a pull request or open an issue for any suggestions or improvements.

License

This project is licensed under the MIT License. See the LICENSE file for more details.

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