Imiterere ya AI Enterprises RAG
Contextual AI yubaka sisitemu yanyuma-iherezo yo kugarura-kongera-ibisekuruza (RAG) sisitemu yinganda, yashinzwe nabashakashatsi bahimbye ijambo RAG.
Incamake
It matters because it tackles the hardest part of business AI: giving language models accurate, grounded answers from a company's own private documents.
Kwibira cyane
Contextual AI yashinzwe mu 2023 na Douwe Kiela na Amanpreet Singh, abanditsi bakuru b'impapuro z'umwimerere za RAG 2020 zivuye mu bushakashatsi bwa Facebook AI. Aho kugurisha chatbot, isosiyete itanga urubuga rwa RAG ruyobowe aho buri kintu cyose - gukuramo, kugarura, guhinduranya, hamwe nintambwe yibisekuru - bihujwe hamwe nka sisitemu imwe aho gukomera. Ururimi rwabo rwibanze (GLM) rwahuguwe byumwihariko gusubiza gusa ibice byakuweho no kuvuga ko bitazi igihe ibimenyetso byabuze, bigabanya salusitike mubice byagenwe nkimari, amategeko, nubuhanga. Ikibanza ni uko moderi zitari muri tekinike zashizwe ku bubiko bwa vector zidakora neza intego-yubatswe, ihujwe neza hamwe n'umuyoboro ushingiye ku bumenyi nyabwo bwibigo.
Ubushishozi
Classic RAG ishyiramo inyandiko mubice, igarura uduce twegereye kubibazo, ikabishyira mubisubizo. Imiterere ya AI itunganya urunigi rwose: inyandiko isobanura inyandiko ibika imbonerahamwe n'imiterere, uburyo bwo kuvanga-kugarura ibintu, uburyo bwo guhindura ibintu bwerekana abakandida bifatika, hamwe na generator ishingiye kubihano kubera ibirego bidashyigikiwe. Guhuriza hamwe ibyiciro - aho gufata buri kimwe nkigice cyihariye cyabacuruzi - nicyo kizamura ukuri kumibare yimishinga yuzuye.
Ingaruka z'Ingamba
Vendor strategy
Ibishushanyo mbonera byabacuruzi bigira ingaruka kubiranga ikipe yawe ishobora kubaka ubutaha.
Igiciro na bije
Amagambo yubucuruzi nuburyo bwo kohereza bigira ingaruka kubiciro byigihe kirekire ningaruka.
Risk and safety
Isosiyete ishimangira gushiraho ibicuruzwa bitemewe, igihagararo cyumutekano, no gufungura.
Kazoza ka AI Enterprises RAG
Enterprises RAG iva mubibazo byoroshye-bisubiza ibyerekeranye no kugarura abakozi, aho sisitemu itegura intambwe-ndende yo gushakisha, ibibazo byubatswe byububiko hamwe ninyandiko, kandi bigatanga ibisabwa byose. Tegereza ingwate zikomeye, gufata neza imbonerahamwe n'imbonerahamwe, hamwe n'inzira zubugenzuzi zuzuza amakipe yubahiriza. Mugihe moderi zihendutse, itandukaniro rihinduka ubuziranenge bwo kugarura no kugenzura isoko, ntabwo ari ingano yicyitegererezo - abahanga mu myanya nka Contextual AI kurwanya urubuga rusange rwibiganiro.
Gushyira mu bikorwa Isi
Abasesenguzi ba banki barabaza ibihumbi n'ibihumbi raporo y’ubushakashatsi bwakozwe mu gihugu hamwe n’amafaranga yinjiza kandi bakabona ibisubizo bifatika ku rupapuro rwaturutse.
Ikigo cyubwubatsi gishakisha imyaka mirongo yimfashanyigisho n'ibikoresho byo kubungabunga kugirango umenye amakosa yimashini udasomye buri PDF.
Itsinda ryubwishingizi rigenzura politiki yanditswemo amajana n'amajana ahinduka kugirango yemeze niba ikirego runaka gitanzwe.
Uruganda rwa farumasi rugaragaza protocole yubuvuzi hamwe nogutanga amabwiriza mugihe ibika amakuru mubidukikije.
Ingaruka & Kurinda
Gutangiza amatangazo arashobora gusumbya ituze mubikorwa nyabyo byakazi.
Ibiciro bya API cyangwa guhindura politiki birashobora guhagarika ibitekerezo ijoro ryose.
Abashoramari bonyine bishingira byongera gufunga no kwimuka.
Igishushanyo mbonera
Suzuma abatanga serivisi ukoresheje imirimo yawe bwite na datasets.
Ongera usuzume ubuzima bwite, umutekano, namategeko mbere yo kwishyira hamwe.
Komeza gahunda yo gusubira inyuma kurugero cyangwa abacuruzi.
Kurikirana inyandiko zisohora kugirango impinduka zumuhanda ntizitangaje amakipe.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
Umwanditsi Enterprises AI
Ibibazo bikunze kubazwa
What is Contextual AI Enterprise RAG?
Contextual AI yubaka sisitemu yanyuma-iherezo yo kugarura-kongera-ibisekuruza (RAG) sisitemu yinganda, yashinzwe nabashakashatsi bahimbye ijambo RAG. Nibyingenzi kuko ikemura igice gikomeye cyubucuruzi AI: gutanga imiterere yindimi neza, ibisubizo bifatika bivuye mubyangombwa byikigo.
Amagambo ahinnye RAG agereranya iki?
RAG isobanura Retrieval-Augmented Generation, aho icyitegererezo gikura ibyangombwa mbere yo gutanga igisubizo.
Ni ukubera iki itsinda ryashinzwe rya Contextual AI rigaragara?
Abashinze Douwe Kiela na Amanpreet Singh bari abanditsi bayoboye impapuro za 2020 zatangije RAG.
Niyihe ntego nyamukuru yuburyo bwa AI bwerekana imiterere (GLM)?
GLM yatojwe gusubiza byimazeyo ibice byakuweho kandi ikemera gushidikanya, bigabanya ibyago byibisubizo byahimbwe.
Intambwe yo gusubiramo ikora iki mumuyoboro wa RAG?
Reranking isubiramo ibice byabanje kugarurwa kugirango ibice byingenzi bigere kuri generator.
Ni izihe nyungu AI isobanura AI hejuru ya chatbot rusange ihindurwa kuri base de vector?
Isosiyete ikora neza gusesengura, kugarura, gutondekanya, no kubyara hamwe aho gufata buri gice nkigice cyihariye.