IA ci Resto ak Menu Recommandation
IA dafay wane fi nga wara lekk ak linga wara komànde ci jàng linga bëgg ba noppi méngale ko ak togg yi, jàngat yi ak bëgg-bëggu regime bi.
Résumé
It matters because it turns the overwhelming choice of millions of restaurants and menu items into a short, personalized shortlist.
Plongeur bu xóot
Resto yi ak sistem yiy xelal nit ñi dañu boole pexe IA yu bari. Seggal lëkkaloo dafay wut nit ñu bokk bëgg-bëgg ba noppi wax li ñu bëgg. Modèle yi lalu ci ëmbiit li dañuy jàng leeral yi ci mënu bi, etiketu togg yi, njëg yi ak barab yi ngir méngoo ak li nga bëgg. Liggéeyukaay làkk wiñ nàmp dafay am ay milioŋ ciy jàngat ngir tënk yëg-yëg ('ramen bu baax, serwiis bu yeex') ak génne siñaal ci niveau plaat bi. Aplikaasioŋ yu melni Yelp, kàrt, DoorDash, ak Uber Eats dañuy tànn seeni tànneef ci jaar-jaaru komànd yi, waxtu bis bi, distance bi, ba ci meteo bi. Sistem yu bees yi dañuy jëfandikoo gis-gis ordinatër ngir jàng nataali menu bi ak defar ay tegtal, ak modeli làkk yu yaatu ngir mëna komànde ci waxtaan ('lu saf te vegetarien lu weesuwul $15'). Luñu bëgga mooy wàññi coono ci jël yenn dogal boole ci sargal alergi ak budget.
Gis-gis xarala
Sistem yu bari dañu boole etapu seet ak etapu rang. Retrieval dafay tënk ay milioŋ ciy mbir ci ay téemeeri kàndidaa yu néew yuy jëfandikoo ay vecteur numérique yu ay plaat yu nuróo di toog jegewaale. Benn modelu rang dafay jox poñ yi ci kàndidaa yi ci anam yu melni note buñ séentu, waxtu joxe, siiwal, ak jaar-jaaru bopp, lu bari ci garab yu am gradient wala reso neuronal. Embeddings yi dañuy may ab laaj bu melni 'comfort food' mu méngoo ak 'mac ak fromage' doonte amul benn baat buy jaxasoo.
njeextalu pexe
Tabax tànneef
Ni ñuy jëmmale aplikaasioŋ bi mooy wane ndax IA dafay gëna baaxal njariñ yi.
Ekip ak def liggéey
Integraasioŋ bu baax ci def liggéey dafay jur njariñu liggéey bu jëfandikukat yi mëna wóolu.
Risk ak kaaraange
Jëfandikoo bu jaar yoon dina wàññi coono coppite ak risku samp gi.
Ëlëgu IA ci Resto ak Xelal Menu
Xaarandi komànd yu bari ci waxtaan ak ci anam yu bari, fu ngay nettali sa bëgg-bëgg wala nga jël benn nataal, assistant bi defar ñam wi. Ñi lay digal dina ñu dugal ay siñaal ci jamono dëgg lu ci melni waxtu xaar ci waañ wi, mébetu dundu gi, ak done yiy toppe wérgi-yaram. Menu dynamique yi mën nañu soppali xalaat yi ci invànteer ngir wàññi li ñuy yàq ci lekk. Personaalisasioŋ buy sàmm njaboot ci aparey bi ak leeral yu gëna leer 'li tax ñu digal lii' ñu ngi mel ni njiit yi dañuy xoolaat rang yi ak plasement yiñ parraine ci aplikaasioŋu lekk yi.
Doxal ci àdduna dëgg
Uber Eats ak DoorDash dañuy komàndewaat resto yi ci sa komànd yu njëkk, waxtu bis bi, ak diggante bi ñu koy yóbbu.
Yelp ak Google ay kàrt yuy tënk ay junni jàngat ci ay mbir yu am solo yu melni 'xamleen ci tacos' wala 'baax ci kuréel yi.'
Seggal buy nëbb togg yi am tigedege wala gluten ba noppi di wane yeneen togg yu wegan ci menu bi.
Benn chatbot buy jël 'Bëgg naa lu woyof ak lu Kore ci suufu $20 ci sama wet' ba noppi dello ñetti togg yu amul benn werante ak seeni njëg.
Risk yi ak balustrade yi
Otomatise procédure bu yàqu mën na yokk jafe-jafe yi fi nekk.
Ekip yi mën nañu otomatise lu ëpp ba noppi dindi àtteb nit ñi.
Kalite mën na wàññeeku sudee duñu wéy di jàngat li ñuy génne.
Roadmap ngir samp gi
Defal kàrt ni liggéey bi di doxee leegi nga ràññee jéego bi gëna am jafe-jafe.
Mandargal barabu saytu nit balaa otomatisasioŋ bu mat sëkk.
Taggat jëfandikukat yi ci ay laaj, yooni eskalaasioŋ ak seeni sàrti kalite.
Toppal njariñu niveau liggéey bi ngir firndeel valeur buy wéy.
Weyal di banneexu
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Gis bi ci topp
IA ci sistemu xalaat
Laaj yi ñuy faral di laaj
What is AI in Restaurant and Menu Recommendation?
IA dafay wane fi nga wara lekk ak linga wara komànde ci jàng linga bëgg ba noppi méngale ko ak togg yi, jàngat yi ak bëgg-bëggu regime bi. Dafa am solo ndax dafay soppi tànneef yu bari yu milioŋ yu bari ci resto yi ak mbir yi ci mënu bi, ñu nekk limu gàtt buñ personaalise bu baax.
Lan mooy njëkka aju ci segg lëkkaloo ngir joxe xalaat?
Seggal lëkkaloo dafay tànn mbir yi ci wut jëfandikukat yu seen tànneef yu njëkk ya niroo ak say tànneef ba noppi digle li ñu bëgg.
Lan moo waral modeli PNL yu am njariñ ci aplikaasioŋu lekk yi?
NLP dafay jàng téere yu bari ci jàngat yi ngir tënk xalaat yi, ba noppi génne ay doole ak ay ñakk kattan ci togg yi.
Ci recommandé bu am ñaari etape, lan mooy wareefu etape recuperation bi?
Retrieval dafay gaaw wàññi benn catalogue bu rëy ba ay téemeeri kàndidaa yu néew, modelu rang bi dafay joxe poñ ci detay.
Lan mooy embeddings yi ci digle menu bi?
Embeddings yi dañuy soppi plaat yi ak laaj yi ci vecteur numérique, loolu mooy tax sistem bi méngoo ak mbir yu nuróo ci konsept doonte duñu am kàddu yu nuróo.
Ban dugal la recommandeur bi gëna mëna jëfandikoo ngir personaalise sa ekraŋu dalal?
Jaar-jaaru komànd yi, waxtu bis bi, ak distance dañuy nuru siñaal yiñ gëna xam; leeraay bi ak anam yi ñuy luwe amul benn njariñ.