Chatbot Q&A with News Websites

Introduction

Welcome to the Chatbot Q&A project! This project provides a flexible solution for extracting information from various websites and delivering answers in a chatbot format. Leveraging the power of LangChain and large language models, the chatbot can interact with and process information from multiple online sources, assisting users in efficiently searching for and answering their queries.

Features

Information Extraction: Crawl information from major news websites such as VnExpress.
Integration of Large Language Models: Utilize advanced language models to understand and answer user questions based on extracted information, ensuring accurate and natural responses.
User-Friendly Interface: The user interface is developed using Streamlit, providing an intuitive and easy-to-use experience suitable for users of all technical levels.
Python Language: The project is entirely developed in Python, making it easy to customize and extend.
Docker: Docker file is included.

System Requirements

Python 3.7 or higher
GPU with CUDA support is needed

Installation Guide

A. With local machine

1. Clone the Repository

Clone this repository to your local machine:

git clone https://github.com/nvlinh99/QAVietnameseNews.git
cd QAVietnameseNews

2. Install Required Libraries

pip install -r requirements.txt

3. How to Use

If you have GPU, you can run both FE and BE with command:

python main.py

Recommended to use Kaggle import the demo.ipynb to run.

B. With Docker

A simple way to start with only command:

docker compose up --build

Explore at:

http://localhost:8501