This project provides a Python-based solution for creating website-specific chatbots, offering an alternative to commercial services like Chatbase and SiteGPT. It enables users to deploy chatbots that answer visitor questions based on their website's content, targeting website owners and developers seeking to enhance user engagement and support.

How It Works

The core of the project involves leveraging large language models (LLMs) to process website content and generate responses. It likely scrapes website data, embeds it into a format suitable for LLM processing, and then uses an LLM (presumably OpenAI's) to answer user queries based on this context. The advantage lies in its simplicity and the ability to create a custom chatbot with minimal code.

Quick Start & Requirements

• Install dependencies: pip install -r requirements.txt
• Set environment variable: OPENAI_API_KEY
• Run the application: python main.py
• Streamlit UI: streamlit run streamlitui.py
• Prerequisites: Python 3.x, OpenAI API key.
• Demo: https://heybot.thesamur.ai/
• Tutorial: https://www.youtube.com/watch?v=ZSfdZVvZ99Q

Highlighted Details

• Claims to create a SiteGPT-like app in under 40 lines of code.
• Offers additional related projects: Chat with PDF, CSV, YouTube, and ChatGPT in Discord.
• Streamlit UI available for a more interactive experience.

Maintenance & Community

The project is maintained by Anil Chandra Naidu Matcha. Updates are signaled by starring the repository. Further updates and tutorials are available on the maintainer's YouTube channel and Twitter.

Licensing & Compatibility

The repository does not explicitly state a license in the provided README. Users should verify licensing for commercial use or integration into closed-source projects.

Limitations & Caveats

The project appears to be a personal project with a focus on rapid prototyping. The README does not detail scalability, error handling, or advanced customization options. The reliance on an OpenAI API key means associated costs apply.