IA Enterprise RAG
IA contextual dafay tabax sistemu generation augmenté de récupération (RAG) ngir liggéeyukaay yi, te gëstukat yi sos kàddu RAG ñoo ko sos.
Résumé
It matters because it tackles the hardest part of business AI: giving language models accurate, grounded answers from a company's own private documents.
Plongeur bu xóot
Douwe Kiela ak Amanpreet Singh ñoo sos juntuwaay yu bees yi ci atum 2023, ñoom ñoo jiitu bind këyitu RAG bu 2020 bu juge ci Gëstu juntuwaay yu bees yu Facebook. Du jaay chatbot, liggéeyukaay bi dafay joxe platform RAG buñ yor, fu bépp komponent - génne, jëlaat, reranking, ak jéego yu defar - ñu boole leen ni benn sistem, duñu ko boole. Seenug xeetu làkk bu am suuf (GLM) dañu ko tàggat ngir tontu ci ay pàcc yuñ jëlee rek, ba noppi wax ni xamul kañ lañu ñàkk firnde, loolu dafay wàññi xalaat yu baaxul yi ci wàll yiñ yamale lu melni xaalis, yoon, ak ingenieur. Li am solo mooy xeetu model yiñ togg ci base de done vecteur duñu def lu baax ci pipeline biñ tabax ci anam wu ñu ko jagleel, ñu boole lépp ci base de connaissance enterprise dëgg.
Gis-gis xarala
Classic RAG dafay dugal këyitu dokimaa ci ay vecteur, jëlaat pàcc yi gëna jege laaj bi, ba noppi dugal leen ci laaj bi. Contextual IA dafay gëna baaxal chain bi yépp: ab parser dokimaa buy denc tablo yi ak layout yi, ab jego bu jaxasoo ak retrievers, ab modelu reranking buy raññewaat kàndidaa yi ci relevance, ak ab generateur bu am suuf suñuy daan ngir wax yu amul benn firnde. Jointly tuning etape yii - ludul def ku nekk ci ñoom ni pàccu jaaykat bu wuute - mooy liy yéegal njub ci done yu dëgër, yu liggéeyukaay.
njeextalu pexe
Pexem jaaykat
Kartu yoonu jaaykat yi ñooy wane man-man yi sa ekip mëna tabax ci kanam.
Njëgg ak budget
Anamu jënd ak jaay ak tànneefi dugal dañu am njeexital ci njëg ak risk ci diir bu xawa yàgg.
Risk ak kaaraange
Li liggéeyukaay bi di ñaax mooy tëral ni produit bi di doxee, kaaraange gi ak ubbeeku gi.
Ëlëgu Enterprise IA RAG
Enterprise RAG mingi joge ci tontub laaj bu yomb dem ci seet agent, fu sistem bi di waajal seetlu yu bari, laaj base de done yuñ yamale ci wetu këyitu dokimaa, ba noppi joxe bépp laaj. Xaarandil gaaraati grounding yu gëna dëgër, jëfandikoo charts ak tablo yu gëna baax, ak yooni audit yuy satisfaire ekipu compliance yi. Lu model yi di gëna xéewale, li wuutale dafay nekk kalite buñ mëna saytu ak sourcing buñ mëna saytu, du dayo model bu ñor - di taxawal ay spesialist yu melni Contextual AI ci kaw platform chatbot yu generik.
Doxal ci àdduna dëgg
Analyst yi ci bànk yi dañuy laaj ay junni rapoor ci biir bànk yi ak ci dokimaa yu am ci xaalis, ba noppi ñu am tontu yu lalu ci xët wiñ ko jëlee.
Benn entreprise buy liggéey ci wàllu ingénieur dafay seet fukki at ci téere yiy wax ni ñuy liggéeyee ci aparey yi ak ci téere yi ñuy toppatoo ngir xam fu masin bi jaarul yoon, te du jàng benn PDF.
Benn ekipu assurance dafay saytu kàddu yiñ bind ci kontraa bi ci téemeeri xeeti kontraa ngir xam ndax amna ñu ko faj.
Benn kompiñi buy defar garab dafay wane ay protokol yu jëm ci test klinik yi ak ay done yuñ tëral, boole ci denc ay done ci biir environmaa bimu yor.
Risk yi ak balustrade yi
Koom-koomu ubbite mën na raw stabilite ci def liggéeyu defar dëgg.
Njëg yi ci API wala coppite ci sàrt yi mën nañu dindi xalaat yi ci guddi gi.
Dependence ci benn jaaykat dafay yokk njëgu tëjug ak migraasioŋ.
Roadmap ngir samp gi
Saytu sa fournisseur yi nga jëfandikoo sa liggéey ak say done.
Xoolaat mbir yu nëbbu, kaaraange ak sàrti yoon balaa ngay boole.
Fexe am palaŋu fallback ci model yi wala jaaykat yi.
Xool notu génne yi suko defee coppite yi ci kàrtu yoon du jaaxal ekip yi.
Weyal di banneexu
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Gis bi ci topp
Bindkat IA Enterprise
Laaj yi ñuy faral di laaj
What is Contextual AI Enterprise RAG?
IA contextual dafay tabax sistemu generation augmenté de récupération (RAG) ngir liggéeyukaay yi, te gëstukat yi sos kàddu RAG ñoo ko sos. Defa am solo ndax defay wax ci wàll wi gëna tar ci juntuwaay yu bees yi ci bisnees: joxe ay misaalu lakk tontu yu jaar yoon, yu juge ci këyitu sosete boppam.
Luy akronim RAG?
RAG mooy Retrieval-Augmented Generation, muy barab buy jëlee dokimaa yu am solo yi balaa muy defar tontu.
Lan moo waral ekip bi sos Contextual AI siiw?
Ñi ko sos Douwe Kiela ak Amanpreet Singh ñoo jiitu bind téere 2020 bi dugal RAG.
Lan mooy jubluwaay bu mag bi ci xeetu làkk wiñ tënk ci Contextual IA (GLM)?
GLM dañu ko tàggat mu tontu ci ay pàcc yuñ jëlee, ba noppi nangu lu wóorul, wàññi risku tontu yuñ defar.
Lan la jéego bu bees di def ci gasoduc RAG?
Reranking dafay raññewaat pàcc yiñ njëkka jëlee suko defee paas yi gëna am solo mëna yegg ci generatër bi.
Ban njariñ la IA Contextual wax ci chatbot buñ boole ci base de done vecteur?
Kompani bi dafay gëna baaxal parsing, retrieval, reranking, ak generation ñoom ñaar, duñu jàppee ku nekk ci ñoom ni pàcc bu wuute.