TrailScout AI app suggests Toronto outdoor spots based on user's mood

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TrailScout AI is a new app designed to help users find outdoor locations in the Toronto area. It translates a user's descriptive request, like seeking a peaceful walk, into a tailored list of places using semantic search technology. The tool provides filters for time, difficulty, and distance, and offers explanations for its suggestions based on a pre-authored catalogue. It was created as a project for the Hacktoberfest 2026 hackathon and is currently a working prototype available on GitHub.

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