Grounding da Citations
Ƙaddamar da alaƙa da amsoshin AI ga takamaiman takaddun tushe maimakon barin shi amsa daga ƙwaƙwalwar ajiya kaɗai, kuma ƙididdiga sun nuna daidai waɗanne tushe ne ke goyan bayan kowace da'awar.
Dubawa
Together they make answers verifiable and dramatically reduce confident-sounding fabrications.
Zurfafa nutsewa
Manya-manyan ƙirar harshe suna haifar da ingantaccen rubutu daga ƙirar da aka koya, wanda ke nufin za su iya faɗi da'awar ƙarya tare da gaba ɗaya kwarin gwiwa. Grounding yana gyara wannan ta hanyar ciyar da samfurin ainihin kayan tushe a lokacin amsawa, yawanci ana dawo da su daga fihirisar bincike, tushen ilimi, ko ɗorawa da takaddun, da kuma ba da umarnin amsa daga wannan kayan kawai. Cikakkun bayanai sune rasit: takaitattun amsar da aka danganta baya ga ainihin sashe da ke goyan bayan su, galibi a matsayin alamomin rubutu ko fitattun snippets. Wannan haɗin kai shine ƙashin bayan ƙarni na sake dawowa (RAG) da na mataimakan salon bincike. Yayi kyau, mai amfani zai iya danna ambato, karanta ainihin jimlar, kuma ya tabbatar da ƙirar bai ƙirƙira da'awar ba. Amsoshin da ba su da tushe, da bambanci, ba su da tabbas ta ƙira.
Fahimtar Fasaha
Bututu na yau da kullun yana shigar da tambaya a cikin vector, yana maido mafi kamanceceniya na wurare daga vector ko fihirisar kalmomi, kuma yana shigar da waɗancan sassan cikin hanzari a matsayin mahallin. An gaya wa ƙirar ta buga ID na hanya a layi. Wani matakin tabbatarwa na daban na iya sake duba cewa kowane tazara da aka ambata a zahiri ya ƙunshi da'awar, ta amfani da madaidaicin kirtani ko ƙaramin ƙirar ƙira. Kyakkyawan tsarin kuma yana nuna amsar 'ba a samo shi a cikin tushe' maimakon yin hasashe lokacin da dawo da baya ba ta dawo da komai ba.
Dabarun Tasiri
Gudu da sikelin
Gudun aikin harshe na iya tafiya da sauri ba tare da sadaukar da daidaito ba.
Shiga ku isa
Yana faɗaɗa damar shiga cikin harsuna da salon sadarwa.
Shawarwari masu haske
Ƙungiyoyi za su iya ciyar da ƙarin lokaci akan hukunci yayin da aiki da kai ke sarrafa maimaitawa.
Makomar Grounding da Citations
Yi tsammanin ambato za su zama ƙwaƙƙwaran ƙira, suna nuni ga ainihin jimloli ko ma ƙayyadaddun juzu'i maimakon cikakkun takardu, tare da maƙalar amincewa. 'Bincike' ta atomatik wanda ke tabbatar da kowace jumla a kan tushen da aka ambata kafin nuni ya motsa daga bincike zuwa samfura. Ka'idoji don tabbatar da na'ura mai iya karantawa, da matsa lamba na tsari a cikin doka, likitanci, da saitunan kuɗi, za su yi yuwuwa su sa ba a yarda da amsoshi na ƙirƙira ba don amfani mai girma, tura ƙasa daga fasalin zuwa tsayayyen tsammanin.
Aiwatar da Gaskiyar Duniya
Mataimakin bincike na shari'a wanda ke amsa tambaya game da dokar shari'a kuma ya danganta kowace magana zuwa takamaiman sakin layi na hukuncin da aka ambata.
Bot mai goyan bayan abokin ciniki wanda ke amsawa kawai daga labaran cibiyar taimako na kamfani kuma yana nuna labarin tushen gefen kowace amsa.
Kayan aikin wallafe-wallafen likitanci wanda ke taƙaita shaidar magani tare da bayanan ƙafar da ke nuna takamaiman bayanan PubMed
Mataimakin bincike na kamfani akan wikis na ciki wanda ke faɗi ainihin daftarin aiki da sashe mai goyan bayan kowace amsa
Hatsari & Tsare-tsare
Abubuwan da aka ruɗe suna iya shigar da rahotanni cikin nutsuwa, kwararar tallafi, ko abubuwan bincike.
Hankali na gaggawa na iya ƙirƙirar sakamako mara daidaituwa a cikin buƙatun iri ɗaya.
Za a iya fallasa bayanan rubutu mai ma'ana idan ikon samun dama yana da rauni.
Taswirar Hanya
Ƙayyade tsarin fitarwa, sautin, da ma'auni masu inganci kafin fitowa.
Amsa a ƙasa tare da amintattun tushe a duk lokacin da daidaito ya shafi mahimmanci.
Ajiye wurin binciken ɗan adam don abubuwan da ake samu masu girma.
Bibiyar tsarin gazawar kuma sake horar da tsokaci ko tafiyar aiki akai-akai.
Ci gaba da Bincike
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Jagora na gaba
Guardrails da Output Moderation
Tambayoyin da ake yawan yi
What is Grounding and Citations?
Ƙaddamar da alaƙa da amsoshin AI ga takamaiman takaddun tushe maimakon barin shi amsa daga ƙwaƙwalwar ajiya kaɗai, kuma ƙididdiga sun nuna daidai waɗanne tushe ne ke goyan bayan kowace da'awar. Tare suna ba da amsoshin da za a iya tabbatar da su kuma suna rage ƙarar ƙirƙira sosai.
Menene babban dalilin 'ƙasa' amsar AI?
Grounding yana ciyar da samfurin ainihin kayan tushe a lokacin amsa kuma yana tambayarsa ya amsa daga wannan kayan kawai, yana tabbatar da da'awar.
Wace rawa kididdigewa suke takawa a cikin tsarin ƙasa?
Cibiyoyin magana suna aiki azaman rasit, suna haɗa kowane da'awar zuwa takamaiman hanyar tushe don mai amfani ya iya tabbatar da ita.
Grounding da citations su ne kashin bayan wace dabara gama gari?
RAG yana dawo da sassan da suka dace kuma yana sanya su cikin hanzari don samfurin zai iya amsawa daga tushe na gaske.
A cikin ingantaccen tsari mai tushe, menene ya kamata ya faru idan maidowa bai sami tushen da ya dace ba?
Tsari mai ƙarfi yana amsa 'ba a samo shi a tushe' maimakon ƙirƙira amsa lokacin da aka dawo da babu abin da ya dace.
Me yasa ake ɗaukar amsoshi AI marasa tushe da wuya a amince da amfani da babban gungu?
Ba tare da ƙasa ba, babu wata hanyar da za a bincika, don haka ba za a iya tabbatar da da'awar da kanta ba.