Igishushanyo-cy'ibitekerezo Gutekereza
Igishushanyo-cyibitekerezo byerekana ibitekerezo nkurusobe aho ibitekerezo bishobora guhuza, kuzunguruka, no guhuza mubwisanzure, ntabwo ari ishami gusa.
Incamake
This lets a model combine insights from different paths and refine them, going beyond the strictly tree-shaped structure of Tree-of-Thoughts.
Kwibira cyane
Byasabwe na Besta n'abandi. muri 2023, Igishushanyo-cyibitekerezo (GoT) byerekana inzira yo gutekereza nkigishushanyo uko bishakiye: imitwe ni ibitekerezo (ibisubizo byigice) kandi impande ni isano hagati yabo. Bitandukanye nigiti, aho buri gitekerezo gifite umubyeyi umwe, igishushanyo cyemerera gukora igiti ntigishobora: guteranya, aho ibitekerezo byinshi byahujwe mugisubizo kimwe, hamwe no kunonosorwa, aho igitekerezo gisubira inyuma kugirango cyitezimbere. Ibi birakomeye kubibazo byangirika mubisubizo ibisubizo bigomba guhuzwa. Kuburyo bwo gutondeka no gushyiraho imirimo, GoT irashobora kugabanya urutonde, gukemura ibice byigenga, no guteranya ibice byatoranijwe. Abanditsi batangaje ko GoT yazamuye uburyo bwo gutondekanya ubuziranenge hejuru y Igiti-cy-Ibitekerezo mugihe cyo kugabanya ikiguzi, kuko guhuza bikora neza ibisubizo hagati. Umugenzuzi, 'igishushanyo cyibikorwa' ingengabihe, hamwe n amanota / urutonde module itegura impinduka ikora.
Ubushishozi
Intego nyamukuru ya GoT ni ugufata ibitekerezo nkigishushanyo nintambwe yo gutekereza nkimpinduka zishushanyije: ibisekuruza byongeramo ibitekerezo bishya, guteranya guhuza imitwe myinshi murimwe (hamwe nimpande ziva kuri buri soko), kandi kunonosora bikora kwizana risubiramo ibitekerezo. Igikorwa cyo gutanga amanota hamwe nu rutonde hitamo ibitekerezo byiza byo kugumana, mugihe umugenzuzi akora igishushanyo mbonera cyibikorwa. Ubu bushobozi bwo guhuza nibyo rwose igiti cyababyeyi-umwana ntigishobora kwerekana, kandi nicyo gishobora guhuza no guhuza ibisubizo byigice.
Ingaruka z'Ingamba
Igiciro na bije
Ibyemezo byubwubatsi bitwara imikorere nigiciro cyimikorere kumyaka.
Ibyemezo bisobanutse
Ubuhanga bwa tekinike bufasha amakipe guhitamo umurongo ukwiye, ntabwo ari shyashya gusa.
Kugenzura ubuziranenge
Guhitamo neza bya injeniyeri bigabanya ibintu byizewe mubikorwa.
Ejo hazaza h'ibishushanyo-by'ibitekerezo Gutekereza
Igishushanyo-cy'ibitekerezo cyerekeza kuri sisitemu yo gutekereza ikora neza kandi igahuza ibisubizo hagati aho gushinga amashami gusa. Birashoboka ko icyerekezo kirimo guhita kuvumbura imiterere yishusho iboneye kukibazo aho gushushanya intoki gahunda y'ibikorwa, kwiga mugihe igiteranyo cyishyuye, no guhuza ibitekerezo bishushanyo hamwe no kugarura, ibikoresho, hamwe nububiko bwo hanze. Nkuko umwanzuro-wigihe utekereza ukuze, tegereza ibice bivanga gushakisha ibiti, guhuza ibishushanyo, no gutekereza munsi yumugenzuzi umwe uhuza imiterere nakazi.
Gushyira mu bikorwa Isi
Gutondekanya urutonde rurerure mu kubigabanyamo ibice, gutondekanya buri gice ukwacyo, hanyuma ugahuza uduce twatoranijwe mubice bimwe byateganijwe.
Incamake y'inyandiko aho incamake y'ibice byakozwe hanyuma igahuzwa muri rusange.
Shiraho ibikorwa nkijambo ryibanze kubara cyangwa guhuza, aho subresult ihujwe hakoreshejwe igiteranyo.
Muburyo bunoze gutunganya igisubizo cyatanzwe muguhindura igitekerezo ukoresheje intambwe yo kunonosora kugeza amanota yacyo meza ahagaritse gutera imbere.
Ingaruka & Kurinda
Gutezimbere igipimo kimwe gishobora guhisha intege nke za sisitemu.
Ibikorwa Remezo no kubungabunga akenshi usanga bidahabwa agaciro.
Icyuho cyumutekano no kwitegereza birashobora kwiyongera uko sisitemu igenda igorana.
Igishushanyo mbonera
Sobanura ubukererwe, ubuziranenge, nigiciro cyibiciro mbere yo kubishyira mubikorwa.
Ibipimo byerekana umutwaro ufatika hamwe namakuru yimiterere.
Gukurikirana ibikoresho kubikosa, drift, ningaruka zabakoresha.
Tegura inzira yo gusubiza ibyabaye mbere yo gupima.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
Igiti-cy'ibitekerezo Gutekereza
Ibibazo bikunze kubazwa
What is Graph-of-Thoughts Reasoning?
Igishushanyo-cyibitekerezo byerekana ibitekerezo nkurusobe aho ibitekerezo bishobora guhuza, kuzunguruka, no guhuza mubwisanzure, ntabwo ari ishami gusa. Ibi bireka icyitegererezo gihuza ubushishozi buturutse munzira zitandukanye kandi kikanonosorwa, kikarenga imiterere-yimiterere yimiti igiti-cyibitekerezo.
Ni irihe tandukaniro ryerekana itandukaniro riri hagati y'Igishushanyo-cy'ibitekerezo n'igiti-cy'ibitekerezo?
Mu giti buri gitekerezo gifite umubyeyi umwe, ariko igishushanyo cyemerera guteranya (guhuza) no kunonosorwa (kwikorera), bigafasha guhuza cyane.
Mu gishushanyo-cy'ibitekerezo, igikorwa cyo 'guteranya' gikora iki?
Guteranya bihuza ibitekerezo byinshi mubitekerezo bimwe byahujwe, hamwe nimpande zinjira kuva buri gitekerezo cyaturutse.
Niki 'gutunganya' bihuye niki mubishushanyo bya GoT?
Ibisobanuro bigereranywa nkigitekerezo gisubira inyuma ubwacyo kugirango gitange verisiyo nziza.
Ni ukubera iki Igishushanyo-cy'ibitekerezo gikwiranye n'akazi nko gutondekanya urutonde rurerure?
GoT isenya urutonde mo ibice, ikemura buri, kandi igahuza ibice byatoranijwe binyuze mu kwegeranya, igiti gikomeye ntigishobora kwerekana.
Nibihe bice bitegura Igishushanyo-cyibitekerezo bikora?
GoT ikoresha umugenzuzi ikora igishushanyo mbonera cyibikorwa, hamwe n amanota hamwe nu rutonde module ihitamo ibitekerezo byiza.