Inspiration
this project built entirely solo for Hoobit Hacks 2026. and this project the follow the theme AI apocalypse and i got inspiration to build this project as in our day to day life there are a lots of news ,deep prediction and many uncertainties and Misinformation . so this project is build to act like shield against this misinformation.
What it does
Chancify is a real-time predictive search dashboard than show the possibilities of future claims. A user simply types in any prediction, rumor, or headline.The app then securely runs the query through the Google Gemini API to instantly generate
Technical Architecture & Security
Modular Code Structure: The application separates frontend presentation from logic. The core execution lives in chancify_app.py, while a premium dark-mode custom interface is handled entirely by style.css.
Credential Protection: To ensure compliance with public GitHub repository safety rules, no private API keys are ever hardcoded. Users securely input their own Google AI Studio tokens directly through an in-app system settings interface.
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