chamanthmvs/Phishing-Website-Detection — reverse-engineered prompt

Build me a simple phishing website detector in Python using the data and notebooks already in this repo.

I want something a normal person can use, where they can paste in a website URL and get a clear result saying whether it looks legitimate or suspicious. If this project already has a trained machine learning approach in the notebooks, use that and turn it into a working app. A basic web interface would be great, and if there is already work started for an API and Streamlit version, please finish that path instead of reinventing it.

Please also clean up the flow so it is easy to run locally, from preparing the dataset to training the model to testing predictions. Keep the UI simple and readable, and include a short explanation of the result so it does not just say yes or no with no context. Add a README that tells me exactly how to start it and try a sample URL. If anything is unclear, look up current docs online and make sensible choices.