Tontu ci laaj
Tontu ci laaj (QA) mooy fexe ba sistem IA bi tontu laaj bi ci saasi, du limu lëkkalekaay yi kese.
Résumé
It powers search snippets, virtual assistants, and customer-support bots that pull precise answers from documents or knowledge.
Plongeur bu xóot
Sistem QA amna ñaari cafka yu mag. Extractive QA dafay gis yaatuwaayu mbind mi ci benn pàcc buñ jox ngir tontu laaj bi, lu melni tegalantoo santaane ci benn xët. Generative QA dafay bind tontu bu bees ci kàddu boppam, te loolu mooy li modeli làkk yu mag yi di def. Benn wuutu bu am solo mooy téere bu ubbeeku ak téere bu tëju. Sistemu téere yu tëju yi dañuy tontu ci xam-xam biñ def ci seen poid, te loolu mën na jur tontu yu wóolu waaye yu juum. Sistemu téere ubbeeku yi dañuy njëkka jël dokimaa yu am solo yi, ba noppi tontu ci bind boobu, muy lu ñuy woowe retrieval-augmented generation buy sukkandikoo ci tontu yi ci balluwaay yu dëggu yi, ba noppi may leen ñu wax fi xibaar bi bawoo. Strong QA itam dafay jëflante ak laaj yi tontuwul, di xàmmee sudee passage bi amul tontu ludul sos benn.
Gis-gis xarala
Modèle QA extractive yi dañuy wax luy waaja am ci token bu nekk: ban anam lay mëna nekk ndoortelu tontu bi ak ban anam lay mëna nekk njeexte li. Diggante bi am poñ yi gëna bari ci ndoorte ak njeexte mooy nekk tontu bi. Modern open-book QA dafay dugal laaj bi, jël pàcc yi gëna nuru ci base de done vecteur, ba noppi jox pàcc yooyu ci modelu làkk biy defar tontu bi. Tontu yu am solo ci bind yiñ jëlee dafay wàññi bu baax gis-gis bu jaarul yoon buñu ko méngale ak wéeru ci fàttaliku model bi kese.
njeextalu pexe
Gaawaay ak yaatuwaay
Liggéeyukaay yi ci làkk yi mën nañu gëna gaaw te duñu yàq deggoo gi.
Dugg ak yegg
Dafay yaatal jëfandikoo gi ci làkk yi ak ci anam yi ñuy jokkoo.
dogal yu gëna leer
Ekip yi mën nañu gëna yàgg ci àtte ci jamono ji otomatisation di liggéey ci baamtu.
Ëlëgu tontu ci laaj
QA mingi jubal ci sistem yuy wane seen liggéey: tontu yu boole ay sitaasioŋ, siñaal wóolu, ak lëkkalekaay yu dellu ci pàcc yi bawoo ngir jëfandikukat yi mëna leen xool. Multi-hop reasoning, boole ay mbir yu bawoo ci këyit yu bari ngir tontu laaj yu gëna tar, mingi gëna yokk. Xaarandi lëkkaloo bu gëna dëgër ak done yi ci saasi jaaraleko ci seet ak jumtukaay, suko defee assistant yi tontu ci xew-xew yi am ci jamono jii, këyitu liggéeyukaay privé, wala dosie yu bopp, du xam-xam tàggat yaram kese. Abtension bu wóór, wax 'Xamuma' sudee firnde amul, mooy doon màndarga kalite bu am solo.
Doxal ci àdduna dëgg
Motëri seetlu yi dañuy wane ab tontu buñ jëlee ci benn xët web ci kaw njariñ yi.
Robot yiy jàppale kiliyaan yi, ñooy jël xëtu santu ndimbal bi war, ba noppi tontu ci laaji jëfandikukat bi.
Jàppalekatu baat yu melni Siri wala Alexa di tontu ci laaj yu am solo yu melni 'ban njoolaay la Tour Eiffel?'.
Jumtukaayi biir liggéeyukaay biy tontu laaji liggéeykat yi ci jële ci këyitu sàrt yi ak joxe xët wiñ ko jëlee.
Risk yi ak balustrade yi
Lépp lu jaarul yoon mën na dugg ci rapoor yi, jàppale ci liggéey bi, wala ci njariñu gëstu bi.
Sensibilite bu gaaw mën na jur njariñ yu wuute ci laajte yu noonu mel.
Done yu am solo mën nañu feeñ sudee seytu jëfandikoo gi néew doole.
Roadmap ngir samp gi
Mandargal formaa génne gi, melokaan bi, ak standard kalite yi laata ngay dugal ko.
Tontu yu am solo ak balluwaay yu wóor saa yu dëggu bi di am solo.
Fexeel am barabu xool nit ñi ngir am njariñ yu am solo.
Toppal anami gacce yi ak di faral di tàggataat ay laaj wala def-liggéey.
Weyal di banneexu
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Gis bi ci topp
Tontu ci laaj ak tontu
Laaj yi ñuy faral di laaj
What is Question Answering?
Tontu ci laaj (QA) mooy fexe ba sistem IA bi tontu laaj bi ci saasi, du limu lëkkalekaay yi kese. Dafay may kàttan ay snippet seetlu, ay assistant virtuel, ak ay robot yuy jàppale kiliyaan yi, ñuy génne tontu yu leer ci këyit wala xam-xam.
Luy sistemu tontub laaj bu génne ay mbir di def?
Extractive QA dafay wane span bi gëna jub ci biir benn passage bu am tontu li, du defar mbind mu bees.
Lan mooy wuutale QA bu tëju ak bu ubbeeku?
Closed-book QA dafay wéeru ci xam-xam biñ denc ci diisaayu model bi, waaye open-book QA dafay jëlee ci bind ak tontu yu am solo.
Lan moo waral jikko ju yokk ci recuperation di wàññi hallucination?
Suñu joxee model bi ay passage yuñ jëlee ci dëgg, tontu li dafay ancre ci balluwaay yi, wàññi chance yi ñuy sos.
Ci QA extractive, lan la model bi di wax ci token bu nekk?
Modèle bi dafay jox probabilite ndoorte ak njeexte ci jeton yi, ba noppi span bi gëna am poñ lañuy delloo ni tontu.
Lan mooy màndargaal sistem QA buñ defar bu baax sudee passage bi amul tontu?
Sistem QA yu dëgër yi mën nañu baña topp, ràññee su bind biñ joxe amul tontu ci barabu defar benn.