Izitshixo ze-API zikaGoogle azikho iimfihlo, kodwa emva koko iGemini yatshintsha imithetho

Xa "Uluntu ngoYilo" Luba Lityala loKhuseleko

Phantse kumashumi amabini eminyaka, abaphuhlisi abakha kwi-ecosystem kaGoogle bafunde isifundo esifihlakeleyo kodwa esibalulekileyo: Izitshixo ze-API zikaGoogle aziyomfihlo ngenene. Ukuba ufakele isitshixo se-API yeDatha yeYouTube kwifayile yeJavaScript, uGoogle akothukanga. Ukuba isitshixo sakho se-API yeeMaphu sivele kwindawo yokugcina ye-GitHub kawonke-wonke, impendulo yokhuseleko ibiyinto yokurhoxa kunye nesikhumbuzi sokuseta izithintelo zesizinda. Yonke imodeli yakhiwe malunga nengqikelelo yokuba ezi zitshixo ziya kuhlala kwikhowudi yecala lomxhasi, evezwe kuye nabani na ovule i-DevTools.

Loo filosofi yenza ingqiqo ixesha elide. Isitshixo se-API yeeMaphu esiveziweyo ngaphandle kwezithintelo zesizinda sinokunyusa intlawulo eyothusayo, kodwa ibingazukubabeka esichengeni iirekhodi zesigulana okanye ikhuphe iakhawunti yebhanki. Irediyasi yoqhushumbo yayiyimali kwaye ilawuleka. Isixhobo sikaGoogle - izithintelo zokubhekisa, i-IP whitelisting, i-quota imida - yenzelwe ukuqulatha umonakalo, ingathinteli ukuvezwa ngokupheleleyo.

Kwaye kwafika uGemini, kwaye imithetho yatshintsha. Ingxaki kukuba izigidi zabaphuhlisi azikayifumani imemo.

IModeli yeNgqondo yeLifa ngoku etshiswa ngabaphuhlisi

Amava amadala omphuhlisi kaGoogle aye avumela ngabom. Xa usenza iqhosha leMephu yeJavaScript yeAPI, uxwebhu lukhuthaze ukuba ulilahle ngqo kwiHTML yakho. Imodeli yokhuseleko yayingeyomfihlo - yayisisithintelo. Ungatshixa isitshixo kwindawo yakho, usete izilumkiso zenani, kwaye uqhubeke. Le yayibubunjineli bepragmatic: izicelo zecala lomxhasi ngenene azinakugcina iimfihlo kubasebenzisi abazimiseleyo, ngoko uGoogle wenza inkqubo evumayo ukuba yinyani.

Oku kwadala isizukulwana sabaphuhlisi - kwaye okona kubaluleke kakhulu, isizukulwana semikhuba yeziko - apho izitshixo ze-API zikaGoogle zithathe udidi lwengqondo olwahlukileyo kunokuba, yithi, isitshixo esiyimfihlo seStripe okanye isiqinisekiso sokufikelela se-AWS. Awuna kuncamathelisa isitshixo sakho esiyimfihlo seStripe kwirepo yoluntu. Kodwa isitshixo sakho seMaphu? Elo yayilixabiso loqwalaselo, hayi imfihlo. Amaqela amaninzi azigcine kwiifayile zoqwalaselo ezijongene noluntu, README iifayile, nakwimeko yendawo eguquguqukayo yomxhasi-icala elinesimaphambili seNEXT_PUBLIC_ okanye REACT_APP_ ngaphandle kwengcinga yesibini.

Abaphandi bokhuseleko bahlola i-GitHub ukuze bafumane iziqinisekiso eziveziweyo ezifunde ukuphatha izitshixo ze-API zikaGoogle ngokwahlukileyo nazo. Isitshixo seMaphu esivuzayo ibikukufumana ubungqongqo obuphantsi. Isitshixo seGemini esivuzayo yincoko eyahluke ngokupheleleyo.

Yintoni eyatshintsha ngeGemini - kwaye kutheni ibalulekile

Google Gemini API ayilandeli incwadi yokudlala endala. Xa usenza isitshixo seGemini API ngeGoogle AI Studio, wenza isiqinisekiso esineprofayile yomngcipheko eyahlukileyo kuneMephu okanye isitshixo sikaYouTube. Izitshixo zeGemini ziqinisekisa ukufikelela kwimodeli yolwimi olukhulu - inkonzo exabisa izibonelelo zekhompyutha zokwenyani zikaGoogle kwaye ikuhlawulisa ngophawu, hayi ngokujonga iphepha.

Okubaluleke ngakumbi, izitshixo ze-Gemini API azinazo iindlela zothintelo ezakhelwe ngaphakathi ezenze ukubhenca ezinye izitshixo zikaGoogle zikwazi ukusinda. Akukho lula "tshixa oku kwindawo yam yewebhusayithi" enokuthintela umhlaseli ofumene isitshixo sakho kwindawo yokugcina kawonke-wonke ekubeni ajikelezise esakhe isicelo kwaye atye isabelo sakho - okanye umda wakho wokuhlawula - ukusuka kwiseva kwelinye ilizwe.

Ingozi ayikho nje imali. Isitshixo se-Gemini esiveziweyo singasetyenziselwa ukwenza umxholo onobungozi, ukwenza uhlaselo olukhawulezileyo lokutofa, okanye ukwakha izixhobo ezinyhasha imigaqo yenkonzo kaGoogle — zonke zihlawuliswa kwiakhawunti yakho kwaye zilandeleke zibuyele kubuwe bakho.

Ngo-2024, abaphandi bokhuseleko bachonge amawaka e-Gemini API yezitshixo eziveziweyo kwi-GitHub yodwa, uninzi lwazo kwiindawo zokugcina eziye zabamba ezinye izitshixo ze-API zikaGoogle ngaphandle kwesiganeko. Abaphuhlisi bebengakhathali ngokwemigangatho yabo yembali - bebesebenzisa imodeli yengqondo uGoogle ngokwakhe ebaqeqeshele ukuyisebenzisa. Imo engqongileyo yatshintsha ngokukhawuleza kunemikhwa.

I-Anatomy Yokutyhileka ngeNgozi

Ukuqonda ukuba oku kutyhileka kwenzeka njani linyathelo lokuqala ekuthinteleni. Iindlela zokusilela zihambelana ngokumangalisayo kumaqela abo bonke ubukhulu:

• Ukuhlelwa ngendlela engeyiyo kwemeko-bume: Abaphuhlisi abasetyenziswa kwiiMephu zikaGoogle isimaphambili sezitshixo zeGemini ezineNEXT_PUBLIC_ okanye VITE_, ezivezwa ngoko nangoko kwikhowudi yecala lomxhasi.
• Ungcoliseko lwembali yogcino: Isitshixo songezwa kwifayile yoqwalaselo, izinikele, emva koko isuswe - kodwa imbali yegit ihlala ikhangelwa ngokungenammiselo. Abahlaseli basebenzisa izixhobo ezifana netruffleHog kunye negitleaks ngokukodwa ukumba le mbali.
• Incwadi yamanqaku kunye nokuvuza kweprototype: Izazinzulu zedatha prototyping Gemini indibaniselwano kwiincwadi zamanqaku zeJupyter zityhalela ezo ncwadana zamanqaku kwiGitHub ngezitshixo ezifakwe kwiziphumo zeseli.
• CI/CD ulungelelwaniso olungalunganga: Izitshixo ezigcinwe njengeemfihlo zogcino zichazwa ngempazamo kwiilog zokwakha ezibonakala esidlangalaleni kwiZenzo zeGitHub okanye amaqonga afanayo.
• Inkonzo yeqela lesithathu: Abaphuhlisi bancamathisela izitshixo kwiideshbhodi zohlalutyo, izixhobo ezingenakhowudi, okanye amaqonga okudibanisa ngaphandle kokuphonononga ezo ndawo zokhuseleko.
• Amajelo onxibelelwano eqela: Izitshixo ekwabelwana ngazo phezu kwe-Slack, i-Discord, okanye i-imeyile iphelela kwiimbali zemiyalezo ekhangelekayo ephila ngaphandle kweshedyuli yokujikeleza.

Umsonto oqhelekileyo asikokungahoyi - kukuwohloka komxholo. Ukuziphatha okukhuselekileyo kwimeko enye (uphuhliso lweGoogle Maps) luyingozi kwenye (uphuhliso lweGemini), kwaye ukufana okubonakalayo kweziqinisekiso kwenza ukuhlukana kube lula ukuphosakela.

Ukwakha iNkcubeko yoLawulo lweeMfihlo ezilinganisa

Imeko ye-Gemini ngumsebenzi oluncedo wokunyanzela into ethile amaqela amaninzi ophuhliso aye ahlehliswa: ukwakha iziseko zokulawula iimfihlo zokwenyani kunokuba iindlela ze-ad-hoc. Kumaqela amancinane, oku kunokuvakala ngathi kukwenza i-overengineering, kodwa ixabiso lokuvezwa kwengqiniseko — ubuqhophololo ekuhlawuleni, ukunqunyanyiswa kweakhawunti, izaziso zokophulwa kwedatha — liwugqithise kakhulu umzamo wokwenza oku kulungileyo.

Ulawulo lwangoku lweemfihlo lulandela indlela enemigangatho. Kwinqanaba leziseko zophuhliso, izixhobo ezifana ne-HashiCorp Vault, uMphathi weeMfihlo ze-AWS, okanye uMphathi weMfihlo kaGoogle unikezela ngogcino oluphakathi, oluphicothwayo olunobungqina obunokujikeleza ngokuzenzekelayo. Ezi ayizizo zamashishini amakhulu kuphela — iinkonzo ezifana neDoppler kunye ne-Infisical zizisa iipateni ezifanayo kumaqela abaphuhlisi ababini okanye abathathu kumanqaku afikelelekayo amaxabiso.

Kwinqanaba lekhowudi, uqeqesho lulula: iziqinisekiso azize zichukumise ikhowudi yomthombo. Isingxi. Hayi kwimigca enikeziweyo, hayi kwimizekelo yeefayile, hayi kuvavanyo lwezixhobo ezinenkangeleko ezingeyonyani ezithi zibonakale ziyinyani. Zibophelele ngaphambili iigwegwe eziqhuba izixhobo ezifana nedetect-secrets okanyegitleaks zibambe ukwaphulwa phambi kokuba zifike kwiindawo zokugcina ezikude. La magwegwe athatha imizuzu ukumisela kwaye iminyaka ixhalabele impendulo yesiganeko.

Kwimibutho eqhuba izitaki zokusebenza ezintsonkothileyo - ukulawula yonke into ukusuka kukuhanjiswa komsebenzi weCRM ukuya kudityaniswa nomvuzo ukuya kwiinkqubo zokubhukisha ezijongene nabathengi - ulawulo lweziqinisekiso olusembindini luba baluleke ngakumbi. Iiplatifomu ezifanaMewayz, ezidibanisa iimodyuli ze-207 zoshishino phantsi kwe-ambrela eyodwa yokusebenza, zakhiwe kunye nalo mgaqo kwisiseko sazo: iziqinisekiso kunye nokuhlanganiswa kwe-API zilawulwa kwinqanaba leqonga, azihlakazwanga kwiimodyuli zomntu ngamnye okanye iindawo zomthuthukisi ngamnye. Xa isitshixo sifuna ukujikeleziswa, yenzeka kube kanye, kwindawo enye, hayi kwiindawo ezilishumi elinesixhenxe ezahlukeneyo zokudibanisa.

IVektha yoHlaselo oluLilwayo: AbaPhuhlisi boMgrogriso abaNxibelelayo

Iingxoxo zokhuseleko zihlala zijolise ekophuleni idatha kunye nokufikelela okungagunyaziswanga. Ingxaki yokuvezwa kweGemini yongeza imodeli yesithathu yogrogriso efanele ingqwalasela elinganayo: ubuqhophololo bokuhlawula kwisikali.

Imodeli yolwimi olukhulu iyabiza. Iimpawu zenkqubo ye-GPT-4 kunye ne-Gemini Ultra kumaqhezu eesenti nganye, kodwa kwisikali - amawaka ezicelo, izigidi zamathokheni - ezo ziqhezu zongeza kumawaka eedola ngokukhawuleza. Abahlaseli abafumene izitshixo ze-AI API eziveziweyo abafuni datha yakho. Bafuna ikhompyutha yasimahla. Baza kusebenzisa iinkcazi zakho ukuze baqhube ezabo iinkonzo ze-AI, bathengise amandla abo, okanye bavavanye uxinzelelo lwezicelo zabo — lonke eli xesha ityala lisiya kuwe.

Umphuhlisi omnye ubhalwe ukuba uyavuka ukuya kwi-bill ye-23,000 yeedola ukusuka kwisitshixo se-Gemini esivezwe kwindawo yokugcina uluntu ixesha elingaphantsi kweeyure ezintandathu. Umhlaseli wenze ngokuzenzekelayo ukuxhaphaza ngoko nangoko, eqhuba imisebenzi ephezulu yokuvelisa ngokuqhubekayo de kubhaqwe ubuqhophololo bukaGoogle. Umphuhlisi ekugqibeleni uye wabuyisela iintlawulo emva kwenkqubo ende yempikiswano, kodwa i-akhawunti yanqunyanyiswa ngelo xesha, ukuthotywa kweenkonzo zemveliso ngayo.

Yiyo loo nto izilumkiso zamatyala kunye nemida yesabelo-mali ingeyondawo yolawulo lweemfihlo ezichanekileyo - ziyindlela yokugqibela yokuzikhusela onethemba lokuba awusoze uyifune. Ukuseta imida enzima yenkcitho yenyanga kwii-akhawunti ze-AI API zizithintelo zetafile ngoku, kodwa ukhuseleko lokwenyani kukuqinisekisa ukuba ezo ziqinisekiso azivuzi kwasekuqaleni.

Amanyathelo aSebenzayo kuMaqela enza iNguqu

Ukuba iqela lakho belisakha udibaniso lwe-Google API phantsi kwemodeli yengqondo endala kwaye ngoku longeza i-Gemini kwisitaki, nalu uluhlu lolungiso oluyinyani:

1. Hlola amaxwebhu asele ekhona ngoko nangoko. Sebenzisa itruffleHog okanye gitleaks ngokuchasene nembali yakho epheleleyo ye-git, hayi nje i-HEAD yangoku. Gxininisa ngakumbi nakweyiphi na indawo yokugcina eye yasetyenziswa isitshixo sikaGoogle API kwixesha elidlulileyo.
2. Jikelezisa onke amaqhosha avuliweyo. Ukuba iqhosha le-Gemini lakhe lavela kwisibophelelo, cinga ukuba lisengozini. Yirhoxise kwaye wenze entsha. Sukuzama ukuvavanya ukuba ngaba nabani na "okwenene" uyifumene.
3. Phumeza ukuskena okuzibophelele kwangaphambili. Faka iihuku zokubona okuyimfihlo kumatshini ngamnye womphuhlisi kunye nakwimibhobho yeCI/CD njengesango elingadlulekiyo.
4. Seka uluhlu lwezinto ezingundoqo. Yazi ukuba zeziphi iinkonzo ezineziqinisekiso, zezabani, zigqibele nini ukujikeleziswa, kwaye zisetyenziswa phi. I-spreadsheet sisiqalo esihle; umlawuli weemfihlo yindawo ekusingwa kuyo.
5. Seta izilumkiso zentlawulo kunye nemida enzima. Kwi-akhawunti nganye ye-AI API, qwalasela izilumkiso kwi-50% kunye ne-80% yenkcitho yakho yenyanga elindelekileyo, kwaye ubeke imida enzima eya kuthintela iziganeko zokuhlawula iintlekele.
6. Bhala imodeli entsha yengqondo ngokucacileyo. Hlaziya izixhobo zeqela lakho lokukhwela kunye nencwadana yobunjineli ukuchaza ngokucacileyo ukuba izitshixo ze-Gemini API ziziqinisekiso ezinovakalelo oluphezulu ezifuna unyango olufanayo njengeemfihlo zeprosesa yentlawulo.

Isifundo esiBanzi kuShishino oluXhomeke kwiQonga

Imeko yeGemini ibonisa ipateni echaphazela nayiphi na ishishini ehlanganiswe ngokunzulu kunye neeplatifti zeqela lesithathu: iiplatifomu ziguquka, kwaye iimfuno zokuma kokhuseleko ziguquka kunye nabo, kodwa imikhwa yeziko yamaqela asebenzisa loo maqonga kaninzi ayihambisani nesantya. Oko bekukhuselekile izolo kuyingozi namhlanje, kwaye umsantsa phakathi kwala mazwe mabini kulapho kwenzeka khona ukwaphulwa komthetho.

Oku kuqatha ngakumbi kumashishini aqhuba isitayile esisebenza nzima. Inkampani esebenzisa i-AI-powered features kuyo yonke inkonzo yabathengi, uhlalutyo, ukuveliswa komxholo, kunye neengcebiso zemveliso zinokuthi zibe nokudityaniswa kwe-Gemini kwiimeko ezininzi ezahlukeneyo-nganye indawo yokuvezwa ukuba iziqinisekiso ziphathwa ngokungaguqukiyo. Isisombululo ayisomikhwa yomphuhlisi engcono; yeyokwakha. Ufikelelo lweziqinisekiso kufuneka lubekwe kwindawo enye, luphicothwe, kwaye lulawulwe kwinqanaba leqonga.

Izixokelelwano zale mihla zeshishini ziye zanda ukuyilwa ngoku engqondweni. XaMewayzidibanisa amandla e-AI kuyo yonke i-suite yayo - ukusuka kwi-CRM ehlakaniphile yokuhamba komsebenzi ukuya kwi-automated analytics kwi-ecosystem yayo ye-207-module - ulawulo lobungqina luphathwa kwi-infrastructure layer, kungekhona uluhlu lwesicelo. Abaphuhlisi bemodyuli ababodwa abaphatha izitshixo ze-API ezikrwada; bafikelela kwisakhono ngokusebenzisa iileya ezithathayo ezinyanzelisa imigaqo-nkqubo yojikelezo, ukufikelela kuphicotho-zincwadi, kunye nokunciphisa iradiyasi yokudubula ukuba kukho into engahambi kakuhle. Olu luyilo olufunwa lixesha le-Gemini: hayi imikhwa engcono, kodwa iinkqubo ezingcono ezenza umkhwa ochanekileyo ube lolona khetho lukhoyo.

UGoogle akenzanga mpazamo ngokwakha isitshixo seAPI esivumelekileyo seMaphu kunye noYouTube. Loo mzekelo wawufanelekile kwezo nkonzo. Kodwa njengoko amandla kunye neeprofayili zeendleko ze-APIs ziguquka ngokumangalisayo-kwaye njenge-AI APIs imele mhlawumbi eyona ndawo ibukhali yokuguquguquka-ishishini lonke lifuna ukuseta kwakhona ukungagqibeki kwalo. Abaphuhlisi abaphumeleleyo kwesi singqongileyo abayi kuba ngabo bafunde imithetho yakudala ngcono, kodwa abo baqaphela xa imithetho itshintshile ngokusisiseko.

Imibuzo Ebuzwa Rhoqo

Kutheni izitshixo ze-API zikaGoogle ngokwembali zazithathwa njengezikhuselekileyo ukuba zingavezwa esidlangalaleni?

UGoogle uyile uninzi lwee-APIs zayo - Iimephu, iYouTube, iiNdawo - zosetyenziso lwecala lomxhasi, okuthetha ukuba izitshixo bezifakwe ngenjongo kwikhowudi yangaphambili ebonakalayo nakubani na. Imodeli yokhuseleko ixhomekeke kuthintelo losetyenziso olufana noluhlu lwendawo evumelekileyo kunye nokuhlolwa kwe-referrer kunemfihlo engundoqo. Kangangeminyaka, isitshixo esiveziweyo besithathwa njengomba wolungiselelo, hayi ubuthathaka obubalulekileyo obufuna ujikelezo olukhawulezileyo.

Yintoni etshintshileyo xa uGoogle wazisa izitshixo zeGemini API?

Ngokungafaniyo nelifa le-APIs zikaGoogle, izitshixo ze-Gemini API zisebenza ngakumbi njengeemfihlo zakwantu — ukuveza enye kunokukhokelela kwiintlawulo ezingagunyaziswanga kwi-akhawunti yakho yokuhlawula, imodeli yokusetyenziswa kakubi, okanye ukudinwa komlinganiselo ngaphandle komda owakhelwe-ngaphakathi ukuze ugcine. Utshintsho luthetha ukuba abaphuhlisi kufuneka ngoku baphathe izitshixo ze-Gemini ngoqeqesho olufanayo njengeenkcukacha ze-AWS okanye izitshixo eziyimfihlo ze-Stripe, bazigcine kwicala leseva kwaye bangaze bajonge kwikhowudi yomxhasi.

Ngaba abaphuhlisi kufuneka balawule ngokukhuselekileyo izitshixo ze-API kwiinkonzo ze-AI namhlanje?

Eyona ndlela isebenzayo kukugcina zonke izitshixo ze-AI API njengezinto eziguquguqukayo zemekobume kumncedisi, ungaze kwiifayile ezilawulwa ngoguqulelo okanye iinyanda zabaxumi. Sebenzisa umphathi weemfihlo, jikelezisa izitshixo rhoqo, kwaye ubeke imida yenkcitho kwinqanaba lomnikezeli. Amaqonga afana ne-Mewayz - i-OS ye-207-modyuli yeshishini kwi- $ 19/mo efumaneka kwi-app.mewayz.com - phatha ulawulo lwesiqinisekiso se-API ngaphakathi kweziseko zabo zokusebenza ukuze amaqela angenzi izitshixo ze-juggling ngesandla kuzo zonke iinkonzo.

Ndingenza ntoni ukuba sele ndiveze ngempazamo isitshixo se-Gemini API?

Rhoxisa isitshixo esinokubekwa esichengeni ngoko nangoko ngeGoogle Cloud Console kwaye uvelise enye indawo phambi kokuba wenze enye into. Hlola ideshibhodi yakho yentlawulo yosetyenziso olungalindelekanga ezinokubonisa ukuba isitshixo sivuniwe. Emva koko uphonononge isiseko sakho sekhowudi, CI/CD izinto eziguquguqukayo zokusingqongileyo, kunye naziphi na iindawo zokugcina zikawonke-wonke zezinye iziqinisekiso ezivuzayo. Siphathe isiganeko ngendlela obuya kwenza ngayo nayiphi na isiqinisekiso sentlawulo esiveziweyo — cinga ukuba sifunyenwe kwaye wenze ngokufanelekileyo.