Yadda ake haɗa Vertex AI cikin Google Cloud mataki-mataki kuma ba tare da rikitarwa ba

Sabuntawa na karshe: 01/04/2025
Author: Daniel Terrasa

  • Vertex AI yana sauƙaƙe haɓakawa da tura samfuran AI akan Google Cloud.
  • Yana da mahimmanci don daidaita izini na IAM daidai da wakilan sabis
  • Ana yin haɗin kai tare da wasu dandamali ta hanyar maɓallan API a cikin tsarin JSON.
  • Binciken Vertex AI da Tattaunawa yana ba ku damar ƙirƙira ƙwararrun ƙwararrun taɗi.
Haɗa vertex AI Google Cloud-0

A duniya inda ilimin artificial yana canza yadda muke hulɗa da bayanai da aikace-aikace, Google ya sanya ɗayan mafi kyawun mafita akan tebur: Vertex AI akan Google Cloud. An ƙera wannan dandali don sauƙaƙe jigilar samfuran AI a cikin ma'auni, amintaccen mahalli mai cikakken haɗin gwiwa tare da yanayin yanayin Google Cloud.

Tare da kayan aikin da ke ba da izini daga ƙirƙirar samfuran al'ada zuwa haɗin kai na ƙwararrun chatbots, Vertex AI (wanda muka riga muka yi magana a ciki). wannan labarin) ya zama babban zaɓi ga kamfanoni da masu haɓakawa waɗanda ke neman sauƙaƙa aiwatar da hanyoyin dabarun koyon injin. A cikin wannan labarin za mu ga mataki-mataki yadda Haɗa Vertex AI cikin Google Cloud, gami da shari'o'in amfaninsa, saitin farko, izini da ake buƙata, sarrafa maɓallin API, da ƙari mai yawa.

Menene Vertex AI kuma me yasa kuke sha'awar haɗa shi?

Vertex AI es cikakken dandalin koyon inji a cikin Google Cloud wanda ke haɗa duk ayyukan AI a wuri ɗaya. Daga horo zuwa tsinkaya, yana bawa ƙungiyoyin bayanai damar yin aiki yadda ya kamata. Wasu daga cikin iyawar sa:

  • Ma'ajiyar sifa.
  • Ƙirƙirar chatbots.
  • Aiwatar da sauri na tsinkayar ainihin lokacin.
  • Horar da samfuran al'ada.
Keɓaɓɓen abun ciki - Danna nan  Ta yaya zan yi amfani da iCloud?

Mafi kyawun sashi shine, ba kwa buƙatar zama ƙwararren AI don fara amfani da shi. Daga kananan kamfanoni zuwa manyan kamfanoni, Vertex AI yana ba da damar yin amfani da hankali na wucin gadi.

Vertex AI

Saitin aikin farko akan Google Cloud

Kafin ku iya haɗa Vertex AI cikin aikace-aikacenku ko ayyukan aiki, kuna buƙatar samun aiki mai aiki akan Google Cloud. Waɗannan su ne mahimman matakan farawa:

  1. Shiga asusunku na Google Cloud. Idan ba ku da ɗaya, kuna iya ƙirƙirar ɗaya kyauta kuma ku sami $300 a cikin ƙimar talla.
  2. Zaɓi ko ƙirƙirar aiki daga mai zabar aikin a cikin Google Cloud console. Tabbatar kun ba shi suna bayyananne.
  3. Kunna lissafin kuɗi a cikin wannan aikin, tun da yake wajibi ne don kunna ayyukan.
  4. Kunna Vertex AI API neman "Vertex AI" a saman mashaya da kunna API daga can.

Da zarar an yi haka, za ku kasance a shirye don amfani da ayyuka masu ƙarfi waɗanda Vertex AI ke bayarwa akan Google Cloud.

Izinin da ake buƙata da Shaida: IAM da Wakilan Sabis

Don haɗa Vertex AI cikin Google Cloud kuma don wannan fasalin ya yi aiki daidai a cikin aikin ku, yana da mahimmanci don kafawa. izini masu dacewa. Wannan ya ƙunshi duka mai amfani da wakilin sabis da ke aiki a madadin tsarin.

Maɓallin maɓalli don adanawa da sake amfani da halayen ƙirar shine Vertex AI Feature Store, wanda ke amfani da wakilin sabis a wannan fom:

service-[PROJECT_NUMBER]@gcp-sa-aiplatform.iam.gserviceaccount.com

Dole ne wannan wakili ya sami izini don samun damar bayanan aikin ku. Idan bayanan suna cikin wani aikin daban fiye da kantin sifa, kuna buƙatar da hannu ba da dama ga wakili daga aikin inda bayanai suke.

Keɓaɓɓen abun ciki - Danna nan  Ta yaya kuke tantance waɗanne sanarwar da kuke son karɓa tare da HiDrive?

Akwai Matsayin IAM da aka riga aka ƙayyade ga masu amfani daban-daban:

  • DevOps da Gudanarwar IT: siffatoreAdmin ko kayan ajiyar kayan aikiInstanceCreator.
  • Injiniyoyi da Masana Kimiyya: siffatoresourceEdita da sifofi storeDataWriter.
  • Masu nazari da masu bincike: siffatoresourceViewer da sifofi storeDataViewer.

Sanya waɗannan izini daidai yana tabbatar da cewa kowace ƙungiya za ta iya aiki tare da albarkatun da suke buƙata ba tare da lalata tsarin tsaro ba.

Haɗa Vertex AI cikin Google Cloud

Yadda ake samu da saita maɓallin API don Vertex AI

Domin sabis na waje don sadarwa tare da Vertex AI, ya zama dole don samar da a maɓallin API mai zaman kansa. Anan mun bayyana yadda ake yin shi mataki-mataki:

  1. Ƙirƙiri asusun sabis daga na'ura wasan bidiyo a ƙarƙashin "IAM & Gudanarwa → Asusun Sabis".
  2. Sanya rawar "Agent AI Service Vertex". a lokacin halitta. Wannan shine maɓalli don samun damar yin aiki a cikin aikin.
  3. Yana haifar da maɓallin nau'in JSON daga shafin "keys". Ajiye fayil ɗin a hankali, saboda shine shigar ku cikin haɗin kai na waje.

Sa'an nan, kawai kwafi abun ciki na JSON zuwa filin da ya dace akan dandalin da kake son haɗawa da su, kamar AI Content Labs.

 

Ƙirƙirar chatbots tare da Binciken Vertex AI da Taɗi

Ɗaya daga cikin mafi yawan kayan aikin da za mu iya shiga bayan haɗa Vertex AI cikin Google Cloud shine halittar mataimakan tattaunawa masu hankali. Tare da Vertex AI Bincike da Tattaunawa bitches:

  • Loda takaddun PDF kuma ba da damar bot don amsa tambayoyi dangane da abubuwan da suke ciki.
  • Haɓaka mataimakan al'ada wanda ke amsa takamaiman batutuwa.
  • Amfani da Dialogflow CX don ƙarin gyare-gyare na ci gaba.
Keɓaɓɓen abun ciki - Danna nan  Yadda ake loda hotuna daga DropBox zuwa Hotunan Google?

Wani muhimmin daki-daki shine Daidaita yaren wakilin. Idan PDFs ɗin suna cikin Mutanen Espanya, kuma an saita bot a cikin Ingilishi, ba zai yi aiki kamar yadda ake tsammani ba.

Haɗa vertex AI Google Cloud-4

Haɗa Vertex AI cikin aikace-aikacen ku

Babu ma'ana a ƙirƙirar mataimaki mai ƙarfi idan ba za ku iya amfani da shi akan gidan yanar gizonku ko aikace-aikacen hannu ba. Anyi sa'a, Google cikin sauƙi yana ba da damar haɗin kai a wurare daban-daban:

  • Binciken Vertex AI yana kunna shigar da chatbot kai tsaye a shafukan yanar gizo ko aikace-aikacen hannu.
  • Tattaunawar Vertex AI, ana haɗa shi tare da dandamali kamar Dialogflow CX, yana faɗaɗa dacewa tare da ƙarin hanyoyin kasuwanci.

Wannan yana nufin za ku iya samun bot ɗin taɗi mai ƙarfin AI akan rukunin yanar gizonku a cikin mintuna, duk kayan aikin Google Cloud ne ke ba da ƙarfi.

Ƙidaya, iyakoki da ayyuka masu kyau

Kamar kowane samfurin Google Cloud, Vertex AI yana da kudin amfani wanda yana da kyau a duba:

  • Iyaka akan adadin nodes bayarwa na kan layi.
  • Adadin buƙatun minti daya an ba da izini ga Shagon Sirri.

Waɗannan ƙididdiga suna taimakawa tsarin daidaitawa ga duk masu amfani kuma suna taimakawa gano ayyukan da zasu iya shafar lissafin ku. Lokacin kafa yanayin samarwa, yana da kyau koyaushe saita faɗakarwa akan Google Cloud Monitoring.

Vertex AI yana wakiltar mataki na gaba juyin halittar hankali na wucin gadi da aka yi amfani da shi zuwa ainihin duniya. Daga saitin farko zuwa hadaddun haɗakarwa, wannan kayan aikin yana da duk abin da kuke buƙata don sauƙaƙe rayuwar ku azaman mai haɓakawa, masanin kimiyyar bayanai, ko ƙwararrun IT. Haɗa Vertex AI cikin Google Cloud babbar hanya ce don fara aikin dijital ku na gaba.