Chat-with-Websites Chatbot with LangChain, Beautiful Soup, and OpenAI
Welcome to the Chat-with-Websites Chatbot repository! This application, powered by LangChain Python framework, Beautiful Soup for web scraping, OpenAI API for natural language processing, and Streamlit for GUI, allows you to engage in conversations with any website of your choice.
Website Chat Integration: With the help of LangChain and Beautiful Soup, the application can scrape content from any website and create a conversational interface.
Natural Language Processing: Leveraging the OpenAI API, the chatbot processes user queries and provides human-like responses based on the scraped content.
Customizable Interaction: Users can choose the website they want to chat with and initiate conversations on various topics of interest.
Make sure you have Python installed in your machine
How to Use:
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Clone the Repository:
git clone https://github.com/your_username/chat-with-websites.git
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Install Dependencies: Navigate to the project directory and install the necessary Python packages using pip:
Make sure you create your own virtual environment
cd chatbot
pip install -r requirements.txt
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Set Up OpenAI API: Obtain an API key from OpenAI and replace the placeholder in the code with your actual API key.
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Run the Application: Once the dependencies are installed, run the Streamlit app:
streamlit run app.py
- Access the Application: Open your web browser and go to http://localhost:8501 to start chatting with any website of your choice.
That's it! You're now ready to explore and converse with websites using the Chat-with-Websites Chatbot. Dive into the world of web-based conversations and discover new insights with ease! 💬🌐
This project is only meant for Educational purpose!!!