Wakilan Masu Tsara-Tsarki
Wakilan masu aiwatar da tsare-tsare sun raba tsarin AI zuwa matsayi biyu: mai tsarawa wanda ke karya manufa zuwa matakai, da mai zartarwa wanda ke aiwatar da kowane mataki.
Dubawa
This separation makes complex, multi-step tasks more reliable and easier to debug.
Zurfafa nutsewa
Wakilin mai tsarawa-mai aiwatarwa yana raba aiki tsakanin tunani da aikatawa. Mai tsara shirin yana ɗaukar babban burin kamar 'littafin tafiya zuwa Tokyo a ƙarƙashin $2000' kuma ya lalata shi cikin jerin ayyukan da aka ba da umarni: jiragen bincike, kwatanta otal, duba kasafin kuɗi, tabbatar da yin rajista. Mai aiwatarwa yana sarrafa kowane aiki, sau da yawa ta hanyar kira kayan aikin, APIs, ko wasu samfura. Mahimmanci, sarrafa madaukai baya: bayan mai zartarwa ya dawo da sakamako, mai tsarawa zai iya sake tsarawa idan wani abu ya gaza ko sabon bayani ya bayyana. Ana kiran wannan wani lokaci tsarin tsari-da-warware ko tsarin matsayi. Rarraba ayyuka yana taimakawa saboda samfurin guda ɗaya wanda ke ƙoƙarin tsarawa da aiki lokaci ɗaya yana ƙoƙarin rasa maƙasudi, tsallake matakai, ko ci gaban hallucine. Rarraba su yana kiyaye niyya babba ta tabbata yayin da mai zartarwa ya mai da hankali kadan.
Fahimtar Fasaha
Yawanci misali ɗaya (ko faɗakarwa) an keɓe don tsarawa da samar da tsararrun matakan matakai, yayin da keɓantaccen misalin mai zartarwa yana gudanar da kowane mataki tare da samun damar yin amfani da kayan aiki. Jiha, kamar matakan da aka kammala da matakan tsaka-tsaki, ana komawa zuwa mai tsarawa ta taga mahallin ko ƙwaƙwalwar ajiyar waje. Yawancin aiwatarwa suna ba da damar tsarawa da aiwatarwa a cikin madauki (sake tsarawa) maimakon aiwatar da ƙayyadaddun tsari guda ɗaya, wanda ke ɗaukar kurakurai da canza yanayi cikin alheri.
Dabarun Tasiri
Gina zaɓuɓɓuka
Tsarin matakin aikace-aikacen yana ƙayyade ko AI yana inganta sakamako na gaske.
Ƙungiya da aikin aiki
Kyakkyawan haɗin gwiwar aiki yana haifar da ribar yawan aiki masu amfani za su iya amincewa.
Haɗari da aminci
Abubuwan da aka yi amfani da su da kyau suna rage gajiyar canji da haɗarin aiwatarwa.
Makomar Wakilan Masu Shirye-Shirye
Yi tsammanin haɗin kai tare da tabbatarwa: masu tsarawa waɗanda ke ƙididdige amincewa kowane mataki da masu zartarwa waɗanda za su bincika kansu kafin bayar da rahoton nasara. Hierarchies za su zurfafa, tare da masu tsarawa za su haifar da ƙananan masu tsarawa don rassa masu rikitarwa. Madaidaitan tsarin tsare-tsare da shagunan ƙwaƙwalwar ajiya da aka raba zasu bar ƙungiyoyi su musanya masu zartarwa (samfuri daban-daban ko kayan aiki) ba tare da sake rubuta shirye-shiryen ba. Har ila yau, bincike yana turawa ga masu tsarawa waɗanda ke koyo daga abubuwan da suka gabata, suna sake amfani da samfuran tsare-tsare masu nasara maimakon tunani daga karce kowane lokaci, yanke duka farashi da ƙimar kuskure.
Aiwatar da Gaskiyar Duniya
Wakilin coding inda mai tsarawa ke fayyace 'rubutun aiki, ƙara gwaje-gwaje, gudanar da suite, gyara gazawa' kuma mai zartarwa yana gyara fayiloli kuma yana aiwatar da umarnin gwaji na kowane mataki.
Mataimakin ajiyar tafiye-tafiye wanda ke tsara binciken jirgin sama, kwatanta otal, da duba kasafin kuɗi, sannan aiwatar da kowane ta hanyar yin ajiyar APIs.
Wakilin nazarin bayanai wanda ke shirin 'ɗora CSV, tsaftataccen ɓoyayyiya, taƙaitaccen bayani, yanayin makirci' da mai zartarwa wanda ke gudanar da kowane aikin pandas bi da bi.
Gudun aiki na goyon bayan abokin ciniki inda mai tsarawa ke yanke shawarar wane bincike-tushen ilimi da ayyukan asusu ake buƙata, kuma mai zartarwa yana yin kowane kira.
Hatsari & Tsare-tsare
Yin aiki da ɓaryayyen tsari na iya haɓaka matsalolin da ke akwai.
Ƙungiyoyi na iya wuce gona da iri kuma su cire hukuncin ɗan adam da ake buƙata.
Ingancin na iya motsawa idan ba a ci gaba da kimanta abubuwan da aka fitar ba.
Taswirar Hanya
Taswirar tsarin aiki na yanzu kuma gano matakin mafi girman juzu'i.
Ƙayyade wuraren bincike na ɗan adam kafin cikakken aiki da kai.
Horar da masu amfani akan faɗakarwa, hanyoyin haɓakawa, da ƙa'idodi masu inganci.
Bibiyar sakamakon matakin ɗawainiya don tabbatar da ƙima mai dorewa.
Ci gaba da Bincike
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Jagora na gaba
Tunani da Ma'aikatan Gyaran Kai
Tambayoyin da ake yawan yi
What is Planner-Executor Agents?
Wakilan masu aiwatar da tsare-tsare sun raba tsarin AI zuwa matsayi biyu: mai tsarawa wanda ke karya manufa zuwa matakai, da mai zartarwa wanda ke aiwatar da kowane mataki. Wannan rabuwa yana sa ayyuka masu rikitarwa, matakai masu yawa su zama abin dogaro da sauƙin gyarawa.
Menene ainihin ra'ayin da ke bayan wakilin mai tsara shirin?
Siffar ma'anar ita ce rarrabuwa tsarawa (batar da burin) daga aiwatarwa (yin kowane mataki), wanda ke inganta aminci akan ayyuka masu rikitarwa.
Me yasa 'sake tsarawa' ke da mahimmanci a cikin wannan tsarin?
Ikon mayarwa ga mai tsarawa yana barin tsarin ya daidaita shirinsa zuwa kurakurai ko sabbin bayanai maimakon bin ƙayyadadden jeri.
Wace matsala raba shiri da kisa ke taimakawa wajen gujewa?
Lokacin da samfurin ɗaya ya tsara kuma yayi aiki lokaci ɗaya, sau da yawa yakan ɓata daga burin; rabuwa yana kiyaye niyya babba.
Ta yaya mai zartarwa yakan cika matakin da aka ba shi?
Mai aiwatarwa yana mai da hankali ƙunƙun kan kammala kowane ƙaramin aiki, yawanci ta hanyar kiran kayan aiki, APIs, ko ƙira na musamman.
Ta yaya ake yawan sanar da ci gaba ga mai tsarawa?
Ana mayar da abubuwan da aka samu na tsaka-tsaki da matakan da aka kammala don mai tsarawa ya yanke shawarar abin da zai yi na gaba.