Chat with Websites

Chat with Websites is a web application that enables users to engage in conversational interactions with websites using an AI-powered chatbot.

Features

• Conversational Interaction: Users can communicate with websites in a conversational manner, simulating human-like interactions.

• Website Content Analysis: The application fetches content from the specified website URL and processes it to create a vector store, enabling better understanding of the website context during conversations.

• Conversational RAG Model: Utilizes a Conversational RAG (Retrieval Augmented Generator) model to generate responses based on user queries and contextual information derived from the website content.

• History Management: Maintains a chat history to provide continuity in conversations and improve user experience.

• Dynamic Interface: The application offers a dynamic user interface where users can input messages, receive responses, and visualize the conversation history in real-time.

Installation

To run this application locally, follow these steps:

1. Clone the Repository: Clone this repository to your local machine:

   git clone https://github.com/your-username/chat-with-websites.git

2. Navigate to the Project Directory: Open a terminal window and navigate to the project directory:

   cd chat-with-websites

3. Install Dependencies: Install the required Python dependencies by running:

   pip install -r requirements.txt

4. Run the Application: Start the Streamlit application by executing the following command:

   streamlit run app.py

Usage

1. Enter Website URL: Provide the URL of the website you wish to interact with in the sidebar.

2. Initiate Conversation: Type your message in the chat input box and press Enter to initiate the conversation.

3. View Responses: The AI-powered chatbot will generate responses based on the context and input provided by the user.

4. Review Conversation History: The application maintains a history of the conversation, allowing users to review past interactions.

Contributing

Contributions are welcomed and appreciated! To contribute to this project, follow these steps:

1. Fork the Repository: Fork the repository to your GitHub account.

2. Create a New Branch: Create a new branch for your feature or bug fix:

   git checkout -b feature/your-feature-name

3. Make Changes: Implement your changes and ensure they adhere to the project's coding conventions.

4. Commit Changes: Commit your changes with descriptive commit messages:

   git commit -am 'Add some feature'

5. Push to the Branch: Push your changes to your forked repository:

   git push origin feature/your-feature-name

6. Create Pull Request: Submit a pull request to the main repository's main branch.

License

This project is licensed under the MIT License.

Acknowledgements

• Streamlit
• OpenAI
• langchain