- Vertex AI ua rau nws yooj yim los tsim thiab xa cov qauv AI ntawm Google Huab.
- Nws yog ib qho tseem ceeb kom raug teeb tsa IAM tso cai thiab cov neeg ua haujlwm pabcuam
- Kev koom ua ke nrog lwm lub platform yog ua tiav los ntawm API yuam sij hauv JSON hom.
- Vertex AI Kev Tshawb Fawb thiab Kev Sib Tham tso cai rau koj los tsim cov chatbots ntse thiab kho tau.
Hauv ntiaj teb qhov twg artificial txawj ntse tab tom hloov txoj hauv kev uas peb cuam tshuam nrog cov ntaub ntawv thiab kev siv, Google tau muab ib qho ntawm nws cov kev daws teeb meem muaj zog tshaj plaws ntawm lub rooj: Vertex AI ntawm Google Huab. Lub platform no yog tsim los pab txhawb kev xa tawm ntawm AI cov qauv hauv ib puag ncig uas muaj peev xwm, muaj kev nyab xeeb tag nrho nrog rau Google Cloud ecosystem.
Nrog cov cuab yeej uas tso cai los ntawm kev tsim cov qauv kev cai rau kev koom ua ke ntawm kev txawj ntse chatbots, Vertex AI (uas peb twb tau tham txog hauv kab lus no) tau dhau los ua qhov kev xaiv tseem ceeb rau cov tuam txhab thiab cov neeg tsim khoom tab tom nrhiav kom yooj yim rau kev siv tshuab kev kawm raws li kev daws teeb meem. Nyob rau hauv tsab xov xwm no peb yuav mus saib step by step yuav ua li cas Integrate Vertex AI rau hauv Google Huab, suav nrog nws cov ntaub ntawv siv, kev teeb tsa thawj zaug, xav tau kev tso cai, API qhov tseem ceeb tswj, thiab ntau ntxiv.
Vertex AI yog dab tsi thiab vim li cas koj thiaj xav koom nrog nws?
Vertex AI es lub tshuab kev kawm dav dav hauv Google Cloud uas koom ua ke tag nrho cov kev pabcuam AI hauv ib qho chaw. Los ntawm kev cob qhia mus rau kev kwv yees, nws ua rau cov ntaub ntawv pab pawg ua haujlwm tau zoo dua. Nov yog qee qhov nws muaj peev xwm:
- Tus cwj pwm cia.
- Tsim cov chatbots.
- Kev xa tawm sai sai ntawm kev kwv yees lub sijhawm tiag tiag.
- Kev cob qhia cov qauv kev cai.
Qhov zoo tshaj plaws yog, koj tsis tas yuav yog tus kws tshaj lij AI kom pib siv nws. Los ntawm cov pib me me mus rau cov tuam txhab loj, Vertex AI democratizes nkag mus rau kev txawj ntse txawj ntse.
Thawj qhov kev teeb tsa ntawm Google Cloud
Ua ntej koj tuaj yeem koom ua ke Vertex AI rau hauv koj daim ntawv thov lossis kev ua haujlwm, koj yuav tsum muaj qhov haujlwm nquag ntawm Google Huab. Nov yog cov kauj ruam tseem ceeb los pib:
- Nkag mus rau koj tus account Google Cloud. Yog tias koj tsis muaj ib qho, koj tuaj yeem tsim ib qho dawb thiab tau txais $ 300 hauv kev tshaj tawm cov qhab nia.
- Xaiv los yog tsim ib qhov project los ntawm cov qhov project selector hauv Google Cloud console. Xyuas kom koj muab nws lub npe meej.
- Qhib kev them nqi nyob rau hauv qhov project, vim nws yog tsim nyog los pab kom cov kev pab cuam.
- Qhib Vertex AI API Nrhiav "Vertex AI" nyob rau sab saum toj bar thiab ua kom nws API los ntawm qhov ntawd.
Thaum qhov no ua tiav, koj yuav npaj siv cov kev pabcuam muaj zog uas muab los ntawm Vertex AI ntawm Google Cloud.
Yuav Tsum Muaj Kev Tso Cai thiab Tus Kheej: IAM thiab Cov Chaw Pabcuam
Txhawm rau koom ua ke Vertex AI rau hauv Google Huab thiab rau qhov ua haujlwm no kom ua haujlwm tau zoo hauv koj qhov project, nws yog qhov tseem ceeb los tsim kom muaj kev tso cai kom raug. Qhov no suav nrog ob tus neeg siv thiab tus neeg sawv cev pabcuam ua sawv cev ntawm qhov system.
Qhov tseem ceeb ntawm kev khaws cia thiab rov siv dua cov qauv qauv yog Vertex AI Feature Khw, uas siv tus neeg sawv cev pabcuam hauv daim ntawv no:
service-[PROJECT_NUMBER]@gcp-sa-aiplatform.iam.gserviceaccount.com
Tus neeg sawv cev no yuav tsum muaj kev tso cai nkag mus rau koj qhov project cov ntaub ntawv. Yog hais tias cov ntaub ntawv nyob rau hauv ib qhov project txawv tshaj lub attribute khw, koj yuav tsum tau manually tso cai rau tus neeg sawv cev los ntawm qhov project uas cov ntaub ntawv nyob.
Muaj ntau predefined IAM lub luag hauj lwm rau ntau hom neeg siv:
- DevOps thiab IT Management: featurestoreAdmin lossis featurestoreInstanceCreator.
- Data Engineers thiab Scientists: featurestoreResourceEditor thiab featurestoreDataWriter.
- Analysts thiab researchers: featurestoreResourceViewer thiab featurestoreDataViewer.
Kev muab cov kev tso cai no kom raug ua kom ntseeg tau tias txhua pab pawg tuaj yeem ua haujlwm nrog cov peev txheej uas lawv xav tau yam tsis muaj kev cuam tshuam kev ruaj ntseg.
Yuav ua li cas kom tau txais thiab teeb tsa tus yuam sij API rau Vertex AI
Txhawm rau kom cov kev pabcuam sab nraud sib txuas lus nrog Vertex AI, nws yog ib qho tsim nyog los tsim ib qho tus yuam sij API. Ntawm no peb piav qhia yuav ua li cas ua nws ib kauj ruam:
- Tsim ib tus account kev pabcuam los ntawm lub console nyob rau hauv "IAM & Administration → Service Accounts".
- Muab lub luag haujlwm “Vertex AI Service Agent” thaum tsim. Qhov no yog qhov tseem ceeb ntawm kev muaj peev xwm ua tau hauv qhov project.
- Tsim tus yuam sij JSON los ntawm "Keys" tab. Txuag cov ntaub ntawv kom zoo zoo, raws li nws yog koj nkag mus rau hauv kev koom ua ke sab nraud.
Tom qab ntawd, tsuas yog luam cov JSON cov ntsiab lus rau hauv qhov tsim nyog ntawm lub platform koj xav txuas mus rau, xws li AI Content Labs.
Tsim chatbots nrog Vertex AI Tshawb Nrhiav thiab Sib Tham
Ib qho ntawm ntau yam cuab yeej uas peb tuaj yeem nkag tau tom qab kev koom ua ke Vertex AI rau hauv Google Huab yog qhov creation ntawm cov kws pab tham txawj ntseCov. Nrog Vertex AI Tshawb Nrhiav thiab Sib Tham cov qaib:
- Upload cov ntaub ntawv PDF thiab cia tus bot teb cov lus nug raws li lawv cov ntsiab lus.
- Txhim kho cov neeg pabcuam kev cai uas teb rau cov ncauj lus tshwj xeeb.
- Siv Dialogflow CX rau ntau tshaj customization.
Ib qho tseem ceeb tshaj plaws yog Kho tus neeg sawv cev lus kom raug. Yog tias PDFs yog lus Mev, thiab bot tau teeb tsa ua lus Askiv, nws yuav tsis ua haujlwm raws li qhov xav tau.
Kev koom ua ke Vertex AI rau hauv koj tus kheej daim ntawv thov
Tsis muaj qhov taw tes hauv kev tsim tus pab cuam muaj zog yog tias koj tsis tuaj yeem siv nws ntawm koj lub vev xaib lossis mobile app. Hmoov zoo, Google yooj yim tso cai rau nws kev koom ua ke nyob rau hauv ib puag ncig sib txawv:
- Vertex AI Search enables embed lub chatbot ncaj qha rau ntawm nplooj ntawv web lossis daim ntawv thov mobile.
- Vertex AI Kev Sib Tham, tau koom ua ke nrog cov platforms xws li Dialogflow CX, expands compatibility nrog kev daws teeb meem kev lag luam ntau dua.
Qhov no txhais tau tias koj tuaj yeem muaj AI-powered chatbot ntawm koj lub xaib hauv feeb, txhua qhov siv los ntawm Google Cloud infrastructure.
Quotas, txwv thiab kev coj ua zoo
Zoo li txhua yam khoom Google Cloud, Vertex AI muaj cov nqi siv uas yog advisable mus xyuas:
- Txwv ntawm tus naj npawb ntawm online xa khoom nodes.
- Tus nqi ntawm thov ib feeb tso cai rau Feature Store.
Cov quotas no pab ua kom lub kaw lus ruaj khov rau txhua tus neeg siv thiab pab txheeb xyuas cov haujlwm uas tuaj yeem cuam tshuam koj cov nqi. Thaum teeb tsa ib puag ncig ntau lawm, nws yog ib txwm pom zoo teeb ceeb toom rau Google Cloud Monitoring.
Vertex AI sawv cev rau cov kauj ruam tom ntej hauv evolution ntawm kev txawj ntse txawj ntse siv rau lub ntiaj teb tiag. Los ntawm kev teeb tsa thawj zaug rau kev sib koom ua ke, cov cuab yeej no muaj txhua yam koj xav tau los ua kom koj lub neej yooj yim dua li tus tsim tawm, tus kws tshawb fawb cov ntaub ntawv, lossis IT kws tshaj lij. Kev koom ua ke Vertex AI rau hauv Google Huab yog txoj hauv kev zoo los pib koj qhov project digital tom ntej.
Tus kws kho tshwj xeeb hauv kev siv thev naus laus zis thiab teeb meem hauv internet nrog ntau tshaj kaum xyoo ntawm kev paub hauv cov xov xwm sib txawv. Kuv tau ua haujlwm ua tus editor thiab tus tsim cov ntsiab lus rau e-lag luam, kev sib txuas lus, kev lag luam online thiab cov tuam txhab tshaj tawm. Kuv kuj tau sau rau ntawm kev lag luam, nyiaj txiag thiab lwm cov vev xaib. Kuv txoj hauj lwm kuj yog kuv lub siab nyiam. Tam sim no, dhau ntawm kuv cov ntawv hauv Tecnobits, Kuv sim tshawb nrhiav txhua yam xov xwm thiab lub cib fim tshiab uas lub ntiaj teb kev siv tshuab muab rau peb txhua hnub los txhim kho peb lub neej.