https://github.com/sarthakm402/converstational-chatbot-
It can act as a conversational chatbot
https://github.com/sarthakm402/converstational-chatbot-
flask python transformer
Last synced: 3 months ago
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It can act as a conversational chatbot
- Host: GitHub
- URL: https://github.com/sarthakm402/converstational-chatbot-
- Owner: sarthakm402
- License: mit
- Created: 2024-07-19T04:12:32.000Z (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2024-08-05T12:37:20.000Z (almost 2 years ago)
- Last Synced: 2024-08-05T14:28:33.888Z (almost 2 years ago)
- Topics: flask, python, transformer
- Language: Jupyter Notebook
- Homepage:
- Size: 6.84 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Conversational Chatbot
Welcome to the repository for a powerful chatbot application built using LangChain, Hugging Face, Flask, and Transformers. This project demonstrates how to create a chatbot that leverages advanced NLP models to provide meaningful and interactive response.
## Overview
This chatbot application integrates several technologies to deliver a robust conversational experience:
LangChain: Manages conversational workflows and maintains context.
Hugging Face Transformers: Provides state-of-the-art NLP models for generating responses.
Flask: Serves as the web framework for handling API requests and responses.
## Features
- Natural Language Understanding: Utilizes pre-trained models from Hugging Face to understand and generate human-like responses.
- Context Management: Maintains conversation context using LangChain for more coherent interactions.
- API Integration: Built with Flask to offer easy integration with other applications or interfaces.
## Installation
Install my-project with git
```bash
git clone https://github.com/sarthakm402/converstational-chatbot-.git
```
## Tech Stack
- Transformers
- Hugging Face
- Python
- Flask
## Contributing
Contributions are welcome! If you have suggestions or improvements, please create a pull request or open an issue.
- Fork the repository.
- Create a new branch for your changes.
- Commit your changes.
- Push to your fork.
- Create a pull request
## Acknowledgements
- LangChain for managing conversational workflows.
- Hugging Face Transformers for providing cutting-edge NLP models.
- Flask for the lightweight web framework.