1. User enters a design or content prompt in viewer.html, which is sent to the Chatbot FastAPI endpoint.
2. Advanced prompt engineering techniques refine the input before LangChain and LangGraph call the website_builder tool to generate modular HTML, CSS, and JavaScript patches while maintaining conversation state.
3. Incremental code updates are streamed back to the frontend and injected into the live preview pane within 7–15 seconds.
4. Image uploads are handled via unsigned Cloudinary endpoints, returning secure CDN URLs that can be embedded directly into the site.
5. Upon clicking “Publish,” the frontend bundles the current code and invokes the GitHub Automation FastAPI with a personal access token to create a CI/CD pipeline.
6. The pipeline automatically creates a GitHub repository, commits the build, enables GitHub Pages on the default branch, and returns the live URL in under one minute.
Developed by Prabhat Yadav ❣️