Çekicin AI · M3 — part matcher + price lookup
Turns a driver's message ("Fiat Egea için ön tampon fiyatı ne kadar?") into a price answer with listing links.
- Part detection — Turkish/English regex rules (
matcher_rules.json, 11 rules → 10 part classes). - Car match — remaining words matched against make + model + title; used only if ≥3 listings match.
- Price stats — median, p10–p90 and the listings closest to the median (
prices.js/prices.py).
Data: https://huggingface.co/datasets/sosa123454321/cekicin-price-db (1,100 listings, 87.5% right part + car in a manual audit).
Live in the Telegram bot (/fiyat ön tampon Egea) and the API (GET /v1/prices).
Limitations: asking prices; listing snapshot (no live supplier API); accessories can slip through (~12.5%).
Part of the Çekicin AI demo (6 roadmap modules). Not in the Çekicin mobile app yet. AI Lab: https://sosa123454321-cekicin-site.static.hf.space/ai-lab/status.html