muhammadnavas/Fake_News_Predictor ? reverse-engineered prompt

Build me a simple web app that lets a user paste in a news headline or article and then tells them whether it looks real or fake.

I want it to check the text in a few different ways, first by verifying whether the story appears in other news sources, then by running a few trained machine learning models, and then by giving an AI written assessment that explains the result in plain English. If the text does not look like news, the app should stop and tell the user that instead of trying to analyze it.

Show the results in clear sections so it is easy to compare the verification, the model predictions, the AI analysis, and a short final summary. Make the interface clean and easy to use in Streamlit.

Please include support for API keys from a secrets file, and make sure the app handles missing keys or failed requests gracefully. If you need to, look up the current docs for any news or Gemini APIs while building it.