Project Info

Q Classifier Extension

Devpost

Inspiration

Wanted to reduce environmental damages by finding a way to reduce AI usage.

What it does

Classifies queries inputted by the user to chatbot models. Based on the classification, it will either redirect users to a traditional search engine or allow them to continue the chatbot conversation.

How we built it

Smart Classification: Detects queries that could be easily answered with Google Search Educational Modals: Shows humorous yet informative messages when users could save resources Environmental Impact: Displays real-time statistics on water and energy usage Usage Statistics: Tracks searchable vs. AI-worthy queries Multi-Platform Support: Works with ChatGPT, Claude, Gemini, and Copilot

Challenges we ran into

Having the AI still run along side the extension, even though the point was to stop AI usage.

Accomplishments we're proud of

Used front end to make the extension look clean. Came up with an idea to contribute to change and reduce environmental damage.

What we learned

How to work on front end coding. Learning HTML

What's next

More training to improve the classification model.

Analysis

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Technology

Found in codeNot checked
  • HTMLUnchecked
  • PythonUnchecked

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AI coding agents

No repository was indexed, so agent usage could not be checked.

Detected from committed agent config files and commit authorship. Absence of a signal is not proof an agent was unused.

Codebase size

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