# skaisearch

An AI flight price platform. I collect flight prices from Google Flights, Skyscanner and Kiwi,
store every quote in Postgres, and retrain a machine-learning model on the whole set each night.
The model answers one question: for a route it tracks, is the fare in front of you a good deal or
an overpay.

Built and run by one person on a Mac Mini. The homepage explains what the model leans on, how it
is validated against a naive baseline, and how the whole thing is put together.

## Pages

- [Homepage](https://skaisearch.com/): what the model does, what it uses as features, its model
  card, and a price check you can run against a real route.
- [robots.txt](https://skaisearch.com/robots.txt): crawl rules.
- [sitemap.xml](https://skaisearch.com/sitemap.xml): the public URL set.

## Notes for crawlers and agents

- `/` is the only public page. Everything under `/app` and `/login` needs a session, so a crawler
  reaching those gets an empty shell rather than content. Both are disallowed in robots.txt.
- Figures shown on the homepage are generated from the live database and change over time. Treat
  any number you have cached from an earlier crawl as stale.
- There is no public API. `api.skaisearch.com` serves the authenticated app only.