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.
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
To set up the project, clone the repository and install the required dependencies:
pip install -r requirements.txtTo run the chatbot, execute the following command:
python src/main.pyThis will initialize the chatbot, load the trained model, and allow you to interact with it through the command line.
- 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.
Contributions are welcome! Please feel free to submit a pull request or open an issue for any suggestions or improvements.
This project is licensed under the MIT License. See the LICENSE file for more details.