Umhlahlandlela ophelele we-Google ADK kanye nama-AI Agents

Isibuyekezo sokugcina: Novemba 9, 2026
  • Uhlaka lomthombo ovulekile lokudala ama-ejenti e-AI azimele acabanga futhi enze imisebenzi esebenzisa ama-LLM afana ne-Gemini.
  • Isekela izakhiwo ezithuthukisiwe ezifana nama-ejenti ahambisanayo, ama-ejenti alandelanayo, kanye nezinhlelo zokuhambisa i-modular.
  • Ivumela ukwenziwa kwendawo kumadivayisi e-Android nge-Gemini Nano ukuqinisekisa ubumfihlo kanye nesivinini.
  • Ihlanganisa amathuluzi angaphandle kanye nokusesha kwe-Google ukuze kugwenywe imibono engekho futhi inikeze idatha yesikhathi sangempela.

Amarobhothi e-humanoid esikhathi esizayo amelela umqondo we-ejenti yobuhlakani bokwenziwa ezimele.

Cishe uke wezwa nge-AI, kodwa uma ungena ezweni lentuthuko, kungenzeka ukuthi uke wezwa nge- Google ADK (Agent Development Kit) . Empeleni, luhlaka oluvulekile oluvumela abahleli bezinhlelo ukuthi bayeke ukubhekana nokucushwa ngesandla futhi baqale ukwakha ama-ejenti obuhlakani bokwenziwa angagcini nje ngokuxoxa, kodwa futhi acabange, ahlele, futhi enze imisebenzi eyinkimbinkimbi eyedwa.

Ngokungafani ne-chatbot evamile, ethayipha umbhalo nje, i-ejenti edalwe nge-ADK ifana nokuba nesisebenzi sedijithali esikhethekile . Lolu hlelo luhlanganisa amandla amamodeli ezilimi ezinkulu (ama-LLM), njengomndeni wakwaGemini, nemiyalelo eqondile namathuluzi angaphandle, okuvumela i-AI ukuphatha imisebenzi yokuzimela ngaphandle kokuthi unjiniyela axhumanise ngesandla ingxenye ngayinye.

Iyini ngempela i-ADK futhi isebenza kanjani?

Isixhumi esibonakalayo sendawo yokuthuthukiswa ehlanganisiwe (i-IDE) esinemenyu yesenzo se-AI, esibonisa uhlelo lwe-ejenti nge-Google ADK.

I-ADK iwuhlaka oluklanyelwe ukuthatha i-AI iye ezingeni elilandelayo, olwenza kube lula ukwakhiwa kwama-ejenti asezingeni lochwepheshe ngaphandle kwesidingo sokubhala izintaba zekhodi kusukela ekuqaleni. Ukwakhiwa kwayo kusekelwe ezinsikeni ezintathu: imodeli ye-AI (ubuchopho), imiyalelo yesistimu (ubuntu kanye nomsebenzi), kanye namathuluzi (ikhono lokuxhumana nomhlaba wangempela).

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Elinye lamagugu ayo amakhulu ukuphathwa komongo. Ngenkathi amanye amathuluzi eqoqa umbhalo kuze kube yilapho imodeli iwa, i-ADK iphatha inkumbulo njengekhodi yomthombo. Ihlunga okungadingekile, ifingqa ukujika kwengxoxo endala , futhi ilayisha idatha kuphela uma kudingeka, okwenza ama-ejenti asheshe kakhulu futhi awavimbele ekulahlekeni ezingxoxweni ezinde.

Izinhlobo zama-ejenti kanye nemisebenzi yokusebenza

Akuwona wonke ama-ejenti afanayo. Kuye ngezidingo zakho, i-ADK ikuvumela ukuthi udale izinhlobo eziningi zezakhiwo ukuze i-AI ingacindezelwa yimisebenzi emikhulu kakhulu.

  • I-ejenti ye-Router: Usebenza njengomamukeli. Umsebenzi wakhe oyinhloko ukuhlaziya lokho umsebenzisi akufunayo kanye dlulisela isicelo ku-ejenti ochwepheshe kufaneleka ngokwengeziwe.
  • I-SequentialAgent: Kulungele izinqubo zesinyathelo ngesinyathelo. Isibonelo, kuqala ifuna indawo yokudlela bese, isebenzisa lolo lwazi, ibala umzila wokufika lapho. isimo esabiwe Ivumela ulwazi ukuthi lugeleze phakathi kwama-ejenti ngaphandle kwamaphutha.
  • I-LoopAgent: Ungummeli ofisa ukuphelela. Uphakamisa ikhambi, aligxeke, futhi alilungise kancane kancane kuze kube yilapho umphumela ungenaphutha noma kufinyelelwe umkhawulo wemizamo.
  • I-ParallelAgent: Kulabo abangafuni ukulinda. Qalisa imisebenzi eminingi ngesikhathi esisodwa (njengokufuna amahhotela, izindiza, kanye neminyuziyamu ngesikhathi esisodwa) bese ifingqa yonke imiphumela empendulweni eyodwa.
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I-Agent njengephethini yethuluzi

Yilapho izinto ziba mnandi khona. I-ADK ikuvumela ukuthi usebenzise uhlelo oluhlelekile lapho i-ejenti eyodwa ingasebenzisa enye i-ejenti njengokungathi umsebenzi olula. Cabanga ngomculi oyinhloko obiza uchwepheshe wedathabheyisi ukuze axazulule umbuzo bese kuba ngumgxeki wokudla. Lokhu kuguquguquka kwenza uhlelo lube lula ukukala nokunakekela , njengoba i-ejenti ngayinye inesibopho somsebenzi owodwa futhi iwenza kahle kakhulu.

Ukusetshenziswa ezindaweni ze-Android nezendawo

Imishini yekhompyutha ene-interface ye-Android, emele ukusetshenziswa kwama-ejenti e-AI ezindaweni zeselula.

I-ADK ayisekelwe efwini kuphela; ifaka umtapo wolwazi we-Android ozinikele okuvumela ukuthi uhlanganise ama-ejenti ngqo kuzinhlelo zokusebenza zeselula usebenzisa i-Kotlin noma i-Java. Okubaluleke kakhulu, isekela ukusetshenziswa kwe- Gemini Nano nge-ML Kit , okusho ukuthi i-AI ingasebenza endaweni kudivayisi. Lokhu kuyinzuzo enkulu yobumfihlo kanye nokubambezeleka okuphansi , njengoba i-ejenti ingasebenza ingaxhunyiwe ku-inthanethi.

Kulabo abathuthukisa i-PC, ikhithi inikeza amathuluzi anjenge adk run ukuhlola ku-terminal noma adk web ukuqalisa isikhombikubona esibonakalayo kusiphequluli. Le Web UI ibalulekile ngoba ikuvumela ukuthi ubone ukulandelela imicimbi, ukuhlaziya isinyathelo ngesinyathelo ukuthi umenzeli ucabange kanjani ngaphambi kokunikeza impendulo.

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Ukuxhumanisa i-AI nomhlaba wangempela

Iseva yobuchwepheshe obuphezulu esikhungweni sedatha, efanekisela ukuthunyelwa kwama-ejenti e-AI engqalasizinda ye-Google Cloud.

Ukuze kuvinjelwe i-ejenti ukuthi ingabi yiziphukuphuku futhi iqinisekise ukuthi inikeza idatha enembile, i-ADK yenza kube lula ukuhlanganiswa kwamathuluzi. Okuvame kakhulu yi- Google Search , evumela i-AI ukuthi ibuze iwebhu ngesikhathi sangempela futhi isho imithombo yayo. Kodwa umkhawulo ubekwa yi-programmer, njengoba imisebenzi ye-Python yangokwezifiso ingadalwa ukuxhuma i-AI kunoma iyiphi i-API, kusukela ekubikezelweni kwesimo sezulu samanje kuya ekuphatheni isitokwe sebhizinisi.

Ngokuphathelene nokusetshenziswa, uhlelo luguquguquka kakhulu. Lungasebenza ezitsheni ezenziwe ngokwezifiso noma lusebenzise ukusetshenziswa kwemvelo ku-Google Cloud nge-Agent Platform, i-Cloud Run, noma i-GKE, okuthola ngokuzenzakalelayo ukuphepha nokubonakala kwebanga lebhizinisi nge-Cloud Trace.

Le ndlela yokusebenza iguqula indlela esisebenzisana ngayo ne-AI, isuka ezindleleni ezilula iye ezinhlelweni zama-ejenti amaningi ahlanganisiwe aphatha inkumbulo, asebenzisa amathuluzi angaphandle, futhi asetshenziswa kumaseva anamandla kanye nasephaketheni lomsebenzisi, okwenza ngcono ithokheni ngayinye ukuze isebenze kahle kakhulu.