saransh484 / python-chatbot Goto Github PK

This project is a ChatBot with a Graphical User Interface (GUI) that uses the BART (Bidirectional and AutoRegressive Transformer) model for summarizing text. The ChatBot can respond to user input in natural language and provide a summary of any text entered by the user.

note! you need to provide API Key from huggingface in order to use BART

To run this project, you will need:

• Python 3.x
• tkinter library
• nltk library
• numpy library
• tensorflow library

1. Clone this repository to your local machine.
2. Install the required libraries using pip:

bash

pip install tkinter pip install nltk pip install numpy pip install tensorflow

3. Open the main.py file and run it using Python.

1. Type a message in the text box and press Send button to send it to the ChatBot.
2. The ChatBot will respond with a message based on its NLP algorithms.
3. Start your messge with '&' to summerize your large paragraph

The ChatBot with GUI and BART Summarizer has the following features:

• Graphical User Interface (GUI) for easy user interaction
• Natural language processing (NLP) for understanding and responding to user input
• BART summarizer for generating summaries of any text entered by the user

This project was developed by me personal project. The BART summarizer was adapted from the Hugging Face Transformers library: https://huggingface.co/transformers/