Real‑time tracking of candidates' promises in the Canadian election

Show HN: Real‑time tracking of candidates' promises in the Canadian election

Real‑time tracking of candidates' promises in the Canadian election is active in the show hn launch space.

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There is an election currently taking place in Canada, and the major parties had not released any formal platforms until very recently—just days before election day.I built an app that parses transcripts of political appearances to extract promises (defined as forward-looking statements that represent a commitment). Each promise is tracked with a timestamped link to the exact moment it was made.I’m using pgvector and semantic analysis to group similar promises together, effectively identifying when the same idea is repeated. This allows me to generate a timeline showing how each promise has evolved over time.A cron job updates the data nightly, uploading it to huggingface [1] and making it a

Within the show hn launch space, the company focuses on its core offering rather than a broad product line.

Its current recorded stage is Show HN launch.

Website: 2025.buildcanada.com