Ibhokisi lamathuluzi le-Gemini: konke ongakwenza namuhla ngezinhlelo zokusebenza ze-AI ze-Google, amathuluzi kanye ne-API

Ikhaya » Izinhlelo zokusebenza ezinhle kakhulu » Ibhokisi lamathuluzi le-Gemini: konke ongakwenza namuhla ngezinhlelo zokusebenza ze-AI ze-Google, amathuluzi kanye ne-API

“Ibhokisi lamathuluzi le-Gemini” akuseyona nje inkulumo ekhangayo; yisethi esebenzayo yezinhlelo zokusebenza, amathuluzi, ama-ejenti nama-API i-Google ewafaka buthule kuyo yonke into kusukela ekufundeni okungahleliwe kuya emisebenzini yebhizinisi. Esikhundleni somsizi oyedwa we-monolithic, i-Gemini manje iziphatha njengebhokisi lamathuluzi lapho isici ngasinye siyithuluzi elithile: injini yocwaningo, umfundisi, umsizi wekhodi, umhleli wemihlangano, umakhi wamaslayidi nokunye okuningi.

Uma uqonda ukuthi lezi zingcezu zihlangana kanjani – i-Canvas, i-Guided Learning, ama-Lab, ama-ejenti, i-Gemini Enterprise kanye ne-Gemini API – ungashintsha i-Gemini ibe yi-workhorse yangempela esikhundleni se-chatbot entsha. Ngezansi uzothola uhambo oluningiliziwe lwaleli bhokisi lamathuluzi: okuhlala endaweni ezinzile “yamathuluzi”, okuvivinywayo “kuma-Lab”, ukuthi i-Gemini iziphatha kanjani njengomfundisi ngezithombe namavidiyo, nokuthi abathuthukisi bangaxhuma kanjani i-API ku-Google Workspace ukuze benze izinto ngokuzenzakalela.

Yini ngempela esebhokisini lamathuluzi leGemini namuhla?

I-Gemini iqondwa kangcono njengomndeni wamamodeli e-AI ( ayini amamodeli olimi ) (i-Gemini 1.0, i-Gemini 1.5, i-Gemini 3 njalo njalo) alethwa ngezindlela ezahlukene: iwebhu, izinhlelo zokusebenza zeselula, ukuhlanganiswa kwe-Workspace kanye ne-API yonjiniyela. Umqondo "webhokisi lamathuluzi" uvela endleleni i-Google manje ehlanganisa ngayo amakhono acacile ngaphakathi kwesixhumi esibonakalayo se-Gemini, ikakhulukazi kuwebhu.

Ku-inthanethi, isikhethi esiyinhloko ngaphakathi kwe-Gemini sihlukaniswe ngezindawo ezimbili ezinkulu: “Amathuluzi” okusebenza okuzinzile, okulungele ukukhiqizwa kanye “namaLabhu” okuhlola okusashintshashintsha. Cabanga “ngamaThuluzi” njengesikulufo esithembekile osibamba nsuku zonke, kuyilapho “amaLabhu” kuyithreyi lapho ugcina khona ama-prototypes angashintsha isimo ngesonto elizayo.

Kumaselula, izinhlelo zokusebenza ze-Gemini zengeza amathuluzi amaningi afanayo - ukufunda okuqondiswayo, okuhlangenwe nakho okufana ne-Canvas, usizo olucebile ngesithombe - kodwa kuyaqhubeka kancane kancane. Uma ungakaboni isici esithile kuhlelo lokusebenza okwamanje, i-Google itusa ngokusobala ukuthi uzame futhi kamuva noma ugxumele ku-gemini.google.com ukuze ubone inguqulo yakamuva kuwebhu.

Ngaphansi kwe-hood, zonke lezi zindawo zisekelwa yi-Gemini API, eveza amamodeli amaningi kanye nokubizwa kwemisebenzi ukuze ukwazi ukukhiqiza okuqukethwe, ukuhlaziya izithombe noma ukuhlela imisebenzi ngokusebenzisa ikhodi. Leyo API iyinsika yezindlela eziningi zokwenza izinto ze-Workspace esizozixoxa kamuva.

Amathuluzi vs Amalebhu: indlela iGemini ehlela ngayo izici zayo

Njengoba i-Gemini isiqoqe izinkinobho nezindlela eziningi, i-Google yethule ukuhlukaniswa okucacile phakathi kwezici ezivuthiwe kanye nezokuhlola ngezigaba ezimbili: “Amathuluzi” kanye “namaLabhu”. Lolu shintsho seluvele lubonakala ku-interface yewebhu futhi luyaqhubeka lusetshenziswa kumaseva e-Google, ngakho-ke akuwona wonke ama-akhawunti abona isakhiwo esifanayo ngesikhathi esifanayo.

Isigaba esithi “Amathuluzi” yilapho i-Google ibeka khona amakhono ewabheka njengozinzile futhi angabikezelwa ukusetshenziswa kwansuku zonke. Imibiko evela emithonjeni efana ne-Android Police kanye ne-9to5Google ikhombisa ukuthi le ndawo ifaka izinto ezifana ne-Deep Research, ukukhiqizwa kwezithombe, ukudalwa kwamavidiyo nge-Veo, i-Canvas, i-Guided Learning kanye ne-Deep Think, ngezinye izikhathi ezixhunywe ezigabeni ezithile zokubhalisela njenge-Google AI Pro noma i-Google AI Ultra.

Ngakolunye uhlangothi, “amaLabhu” yindawo yokudlala ecacile: indawo ezinikele ngaphakathi kwesikhethi seGemini ehlanganisa izici ezimakwe njengezinga lokuhlola. Ngokuvamile uzobona izithonjana ezinefulegi elincane lelebhu namalebula afana ne-Gemini Agent, i-Dynamic View (ebizwa nangokuthi i-Visual layout) kanye ne-Personal Intelligence. Okulindelekile uma uchofoza noma yini ngaphansi kwamaLabhu kulula: ukuziphatha kungashintsha, kunyamalale noma kuhambe ngesixwayiso esincane.

Ngokombono wokuklama umkhiqizo, lokhu kuhlukaniswa kubalulekile ekwethembeni. Uma uhlelo lokusebenza lwe-AI lukhula ngokushesha, ingozi akuyona nje "izici eziningi kakhulu" kodwa "angazi ukuthi yiziphi izici engingazethemba". Ngokubeka amathuluzi ansuku zonke endaweni eyodwa kanye nokuhlolwa kwenye, i-Gemini ikhombisa ingozi ngendlela efana nemodi "ejwayelekile" vs "yezemidlalo" emotweni.

Amathuluzi e-Gemini azinzile: Ucwaningo Olujulile, i-Canvas, Ukufunda Okuqondisiwe nokuningi

Ibhokisi lamathuluzi eliyinhloko le-Gemini labasebenzisi abaningi lihlala ngaphansi kwe-“Tools”, lapho uzothola khona okuhlangenwe nakho i-Google efuna ukuthi wakhe imikhuba ngakho. Nakuba uhlu oluqondile luhluka ngokwe-akhawunti kanye nezinga lokubhalisela, izinto ezimbalwa sezivele zibalulekile.

I-Deep Research iguqula i-Gemini ibe umsizi wocwaningo ohlelekile kunokuba ibe yimodeli yengxoxo evamile. Uma ubuza umbuzo odinga ukumba imithombo eminingi, i-Deep Research ilandela inqubo ecacile enezinyathelo eziningi, iveza indlela ehambisanayo ukuze abasebenzisi bazi ukuthi yini okufanele bayilindele njalo lapho beyisebenzisa.

Amathuluzi okudala okuqukethwe kwezithombe namavidiyo - okuhlanganisa nokuhlanganiswa okunikezwa amandla yi-Veo - nawo akhona edroweni lamaThuluzi. Abasebenzisi abathembele ku-Gemini ngokuqukethwe okubonakalayo badinga la makhono ukuze atholakale futhi azinze ngokufanele, angafihlwa ngemuva kwamafulegi okuhlola ashintshashintshayo.

I-Canvas ingenye insika: imodi yendawo yokusebenza lapho ungaqala khona idokhumenti noma iphrojekthi yokubhala ikhodi ngqo kusuka kusaziso, bese uyilungisa kabusha nge-Gemini. Ngaphansi kwebha yesicelo, ungakhetha "i-Canvas" bese uthayipha isaziso sakho ukuze udale indawo yokuqala kokuqukethwe noma ikhodi, bese uqhubeka nokuhlela ngendlela esebenzisanayo, eceleni.

Ukufunda Okuqondisiwe kanye Nokucabanga Okujulile kuhlanganisa amathuluzi agxile kakhulu engqondweni, ikakhulukazi kubasebenzisi abafuna usizo oluhlelekile ngezihloko eziyinkimbinkimbi. Ukufunda Okuqondisiwe kungaziphatha njengomfundisi, kukuhambisa ngemibono isinyathelo ngesinyathelo, kuyilapho Ukucabanga Okujulile kukhuthaza ukucabanga okuhamba kancane nokuhlosiwe ngemibuzo eyinselele.

I-Gemini njengomfundisi womuntu siqu: Ukufunda Okuqondiswayo, izithombe namavidiyo

Esinye sezici ezilula kakhulu zebhokisi lamathuluzi le-Gemini yikhono layo lokusebenza njengomfundisi ozimele, ihlanganisa ukulandelana okuqondisiwe nezincazelo ezibonakalayo. Esikhundleni sokulahla udonga lombhalo, i-Gemini ingafaka izithombe, imidwebo ngisho namavidiyo ezimpendulweni zayo ukuze yenze imiqondo iqondakale kalula.

Ngamazwi angokoqobo, ungacela iGemini ukuthi ichaze isihloko bese ucela ngokusobala umdwebo, ukuhlukaniswa okubonakalayo noma isithombe esichazayo. Impendulo ingafaka lezo zithombe ngqo encazelweni, ikusize ukuthi ubone ngeso lengqondo, ake sithi, umqondo wezibalo, umsebenzi noma inqubo yesayensi.

Ukufunda okusekelwe kuvidiyo nakho kuyasekelwa, yize imininingwane ihluka ngokwesifunda kanye nesigaba sokuqaliswa. Kwezinye izihloko, i-Gemini ingaveza noma ibhekisele kumavidiyo ahambisana nempendulo yayo yombhalo, idale indlela yokufunda ehlukahlukene lapho ufunda, ubukela futhi uxhumana nemibuzo ngendlela efanayo.

Le ndlela yokufundisa yethulwa kancane kancane kuzinhlelo zokusebenza zeselula ze-Gemini, ngakho-ke ungase ungaboni zonke izinketho ngokushesha. Uma lokho kwenzeka, ukubuyela emuva ukusebenzisa ulwazi lwewebhu, lapho isethi yezici ze-Gemini ivame ukuvela kusenesikhathi ngesikhathi sokuqaliswa kwesigaba.

I-Gemini Enterprise kanye ne-Workspace: Ama-ejenti e-AI amaqembu

Ngaphandle kokusetshenziswa komuntu siqu, ibhokisi lamathuluzi le-Gemini lifinyelela endaweni yokusebenza ngokuhlanganiswa kwe-Gemini Enterprise kanye ne-Google Workspace. Lapha, ukugxila kuyashintsha kusuka ekukhuthazweni okukodwa kuya kuma-ejenti aqhubekayo, imisebenzi yokusebenza kanye nokubambisana ngezinga elithile.

I-Gemini Enterprise ichazwa yi-Google njengeplatifomu ye-ejenti ethuthukisiwe eletha okuhle kakhulu kwe-AI ye-Google kubo bonke abasebenzi kanye nomsebenzi. Empeleni, ivumela amaqembu ukuthi athole, adale, abelane futhi asebenzise ama-ejenti e-AI endaweni ephephile esekelwa idatha yenkampani yawo, kunciphisa izithiyo zentuthuko futhi kuvumela izimo zokusetshenziswa njengokuhlaziywa kokuthengisa, ukuzenzekela kwenqubo kanye nokusesha kolwazi lwangaphakathi.

I-Google Workspace ngokwayo isebenza njengeplatifomu yokubambisana eqhutshwa yi-Gemini, ene-AI ehlanganiswe nezinhlelo zokusebenza ezifana ne-Gmail, Docs kanye ne-Meet. Esikhundleni sokushintshela kuthuluzi elihlukile le-AI, abasebenzisi bangabiza i-Gemini ngaphakathi kwezinhlelo zabo zokusebenza zokukhiqiza zansuku zonke ukuze babhale okuqukethwe, bafinyeze ulwazi noma bakhiqize imibono ngokomongo.

Kwezinye izilungiselelo, ungaxoxa ne-Gemini ngqo ngedatha yebhizinisi lakho egcinwe ku-Google Workspace, i-Microsoft 365 kanye nezinye izinhlelo ezixhunyiwe. Lokho kuguqula i-Gemini ibe ungqimba lolwazi lwenkampani olungaphendula imibuzo ngokusekelwe kuma-imeyili, amadokhumenti namafayela, kuye ngezimvume nezilungiselelo zokuphepha ezilungiselelwe yi-IT.

I-Gemini API: umgogodla webhokisi lamathuluzi lonjiniyela

Ngaphansi kwezinhlelo zokusebenza ze-Gemini ezibhekene nomsebenzisi kukhona i-Gemini API, eveza amamodeli afanayo ayisisekelo onjiniyela okufanele bawafake ezinhlelweni zabo zokusebenza. Le API yilapho i-multimodality, ukubizwa komsebenzi kanye nemisebenzi eyenziwe ngokwezifiso kuhlangana khona ukuze kwenziwe ukuzenzekela okukhulu, ikakhulukazi nge-Google Workspace kanye ne-Apps Script.

Amamodeli e-Gemini ayizinhlelo ze-AI ezinamandla kakhulu ze-Google, futhi i-API inikeza izinhlobo ezahlukene zamamodeli - njengezinguqulo ezigxile kumbhalo kanye neziqondiswe embonweni - ngayinye inamakhono athile kanye nemikhawulo. Ungawahlola ngokubonakalayo ku-Google AI Studio, isikhombimsebenzisi esisingathiwe sokuzama izixwayiso, ukulungisa izilungiselelo zamamodeli kanye nokulungisa amamodeli enziwe ngokwezifiso ngaphandle kokubhala ikhodi.

Ukuze uqale ukusebenzisa i-API, ucela ukhiye we-API nge-Google AI Studio noma enye ikhonsoli esekelwayo, bese uwuhlola ngocingo olulula lwe-REST. Isibonelo, ungathumela ukhiye wakho endaweni eguquguqukayo efana ne-GOOGLE_API_KEY bese ubiza indawo yokugcina ebala amamodeli atholakalayo, ethola i-JSON efana ne -models/gemini-1.0-pro uma konke kulungiselelwe kahle.

Ukusuka lapho, ukukhiqiza okuqukethwe kuyindaba yokuposa umthwalo we-JSON endaweni efanele, njengendlela ye -generateContent yemodeli ekhethiwe. Isicelo esincane sifaka insimu yokuqukethwe enezingxenye zombhalo, kuyilapho i-generationConfig kanye ne -safetySettings ezingakhethwa zikuvumela ukuthi ulawule amapharamitha afana nezihlungi zokushisa kanye nokuphepha.

Ukubiza i-Gemini API kusuka ku-Apps Script

Enye yamaphethini anamandla kakhulu ebhokisini lamathuluzi le-Gemini ukuhlanganisa i-API ne-Google Apps Script ukuze wenze ngokuzenzakalelayo imisebenzi ngaphakathi kwe-Workspace. Le ndlela ikuvumela ukuthi uhlele i-Gemini kanye nezinsizakalo ezifana ne-Drive, Calendar, Gmail, Sheets kanye nama-Slides ngaphandle kokwakha i-backend ephelele.

Ukusetha okujwayelekile kuqala ngephrojekthi ye-Apps Script (isibonelo, edalwe nge-script.new) lapho ugcina khona ukhiye wakho we-Gemini API njengempahla yeskripthi. Kukhodi, uthola lelo nani bese wakha i-URL ye-endpoint yemodeli ethile, ngokuvamile i-gemini-1.0-pro-latest:generateContent ngokhiye wakho we-API odluliswe njengepharamitha yombuzo.

Umsebenzi womsizi ofana ne -callGemini(prompt, temperature) uvame ukwakha umthwalo we-JSON payload, uwuthumele nge- UrlFetchApp.fetch bese uhlaziya impendulo ukuze kukhishwe umbhalo okhiqizwe. Lesi simbozo senza kube lula ukusetshenziswa okuphindaphindiwe kwe-API kusuka kuzinsiza ezahlukene kusikripthi sakho.

Ukuhlola kulula: ungakha umsebenzi we-testGemini() ochaza i-prompt, ubize umsizi wakho bese ubhala kokubili okufakwayo kanye nokukhiphayo ku-execution log. Uma lokho sekusebenzile, uyazi ukuthi indawo yakho ye-Apps Script kanye nokhiye we-Gemini API kuxhunywe kahle ezimweni ezithuthukile.

Ukusebenzisa i-Gemini Vision endpoint yezithombe

Ibhokisi lamathuluzi le-Gemini lidlula umbhalo ngenxa yokusekelwa kwe-multimodal, ikakhulukazi ikhono lokucubungula izithombe nge-endpoint enikwe amandla okubona. Ku-Apps Script, lokhu kuvame ukuba yi-endpoint ehlukile njenge- gemini-1.0-pro-vision-latest:generateContent , ephinde yabekwa ukhiye wakho we-API.

Umsizi ojwayelekile njenge- callGeminiProVision(prompt, image, temperature) uzoguqula i-blob yesithombe ibe yi-base64, ayifake njenge -inlineData ngohlobo lwe-MIME olufanele bese eyithumela kanye ne-textual prompt. Imodeli bese ibuyisela umbhalo obonisa ukuqonda kwayo kokubili isithombe kanye ne-prompt.

Ukuze uqinisekise ukusethwa, ungase ubhale i -testGeminiVision encane () elanda isithombe sesampula kusuka ku-URL yomphakathi, isidlulisele kumsizi wakho bese ibhala iqiniso noma ukuhlaziywa okujabulisayo okukhiqizwe yi-Gemini Vision. Lolu hlobo lokuhlola lubonisa ukuthi ukufaka okuningi kusebenza kahle endaweni yakho.

Uma ukugeleza kokubona sekuzinzile, ungakusebenzisa kabusha ngaphakathi kokuzenzakalelayo kwezinga eliphezulu, njengokuhlaziya amashadi avela ku-Google Sheets noma izithombe ezigcinwe kuDrayivu. Yilapho i-multimodality iqala khona ukuzizwa njengengxenye ewusizo ngempela yebhokisi lamathuluzi kunokuba yicebo lokubonisa.

Ukubiza umsebenzi: ukunika i-Gemini ukufinyelela kumathuluzi

Esinye isici esibalulekile sebhokisi lamathuluzi le-Gemini ukubizwa komsebenzi, okuvumela imodeli ukuthi inqume ukuthi izosebenzisa nini amathuluzi akho noma ama-API. Esikhundleni sokudala umbhalo nje, i-Gemini ingabuyisa izinto ze-functionCall ezihlelekile ezichaza ukuthi yimuphi umsebenzi okufanele uwusebenzise nokuthi yiziphi izimpikiswano.

Ku-Apps Script, ungasetha umsizi ofana ne- callGeminiWithTools(prompt, tools, temperature) othumela imininingwane yamathuluzi kanye nesaziso somsebenzisi. Le mininingwane ilandela i- FunctionDeclaration schema, lapho uchaza khona igama lomsebenzi, inhloso kanye namapharamitha e-JSON.

Uma i-Gemini inquma ukuthi ithuluzi kufanele lisetshenziswe, impendulo yayo ifaka into yocingo lomsebenzi ongayihlaziya kuskripthi sakho bese uyisa ekusetshenzisweni kwangempela. Isibonelo, ungase uchaze ithuluzi le-stub elibizwa ngokuthi “i-datetime” elibuyisela usuku nesikhathi samanje, bese ubuka ukuthi i-Gemini icela kanjani lowo msebenzi ukuxazulula imibuzo ehlobene nokubalwa kwekhalenda.

Ukubiza umsebenzi kunamandla kakhulu ngoba kungasebenza ngezindlela eziningi, hhayi nje izicelo zesikhathi esisodwa. Lokho kusho ukuthi ungakha ama-ejenti ayinkimbinkimbi kakhulu, axoxayo anquma ukuthi uzobiza nini amathuluzi, ahumushe imiphumela futhi aqhubeke nengxoxo.

Ukuhlanganiswa kwedemo: I-Gemini + i-Google Workspace njengebhokisi lamathuluzi elisebenzayo

Uma usuhlanganise ukwenziwa kombhalo, ukufakwa kombono kanye nokubizwa komsebenzi, ibhokisi lamathuluzi le-Gemini liba injini esebenzayo yokwenza okuzenzakalelayo kwe-Workspace. Izinto ze-codelab ze-Google ziveza izibonelo eziningana eziqondile ezibonisa ukuthi yini engenzeka.

Ezingeni eliphezulu, imibuzo yabasebenzisi abangenayo idluliselwa ku-Gemini ngesethi yamathuluzi atholakalayo amele imisebenzi ehlukene: ukuhlela imihlangano, ukubhala nge-imeyili kusuka kumashadi, kanye nokudalwa kwedekhi yamaslayidi. Ngokusekelwe kumbuzo, i-Gemini ikhetha umsebenzi ofanele bese ibuyisela ucingo lomsebenzi olunezimpikiswano ezihlelekile njengezikhathi, amagama wamafayela noma izihloko.

Ku-Apps Script yakho, uhumusha ucingo lomsebenzi ngaphakathi kochungechunge lwe- if…else , usebenzisa indlela efanele yokusebenza – isibonelo, i-setupMeeting() , i-draftEmail() noma i-createDeck() . Le nhlanganisela yokucabanga kwemodeli kanye ne-logic yesikripthi ecacile yikona okuguqula i-Gemini isuke efasiteleni lengxoxo ibe ibhokisi lamathuluzi lomsebenzi wangempela.

Ukuzenzela imihlangano: ukufingqa amafayela eDrayivu abe yimicimbi yekhalenda

Idemo eyodwa ibonisa indlela i-Gemini engasiza ngayo ekusetheni umhlangano wekhalenda ohlanganisa ngokuzenzakalelayo isifinyezo sefayela lombhalo elibanjwe ku-Google Drayivu. Umsebenzisi angase athayiphe into efana nalokhu: “Setha umhlangano ngo-10 ekuseni kusasa noHelen ukuze nixoxe ngezindaba kufayela le-Gemini-blog.txt.”

Ngemva kwezigcawu, ithuluzi le-Workspace elibizwa ngokuthi “setupMeeting” limenyezelwe ku-tools spec, ngamapharamitha esikhathi, umamukeli kanye negama lefayela. Uma i-Gemini ihumusha umbuzo, ikhetha leli thuluzi bese ibuyisela ucingo lomsebenzi kanye nalezo zimpikiswano ezigcwalisiwe.

Umsebenzi we-setupMeeting() ohambisanayo ube usuthola ifayela elicacisiwe ku-Drive, ufunde okuqukethwe kwalo bese ulidlulisela ku-Gemini nge -callGemini() enemiyalelo yokukhiqiza into emfushane ye-JSON equkethe isihloko kanye nesifinyezo esifushane. Impendulo ingase ibuye ihlanganiswe ngocingo lokufometha oluyihlubula ngaphambi kokuyihlaziya njenge-JSON.

Isebenzisa isihloko nesifinyezo esikhishiwe, iskripthi sidala umcimbi weKhalenda sisebenzisa i-CalendarApp , sisetha incazelo kusifinyezo bese sinamathisela ifayela lomthombo ngesevisi yeKhalenda ethuthukisiwe. Umphumela uba umhlangano ohleliwe onomongo ofakwe ngaphakathi, konke kubangelwa isicelo esisodwa, solimi lwemvelo.

Ukubhala ama-imeyili kusuka kumashadi e-Sheets nge-Gemini Vision

Olunye uhlelo lokusebenza ebhokisini lamathuluzi le-Gemini luhilela ukuhlaziya ishadi ku-Google Sheets nokubhala umlayezo we-Gmail ngokusekelwe kulo. Cabanga ukuthi ugcina ispredishithi yezindleko zasekolishi futhi ufuna i-imeyili efingqa lokho okuboniswa yishadi kumuntu osebenza naye ogama lakhe linguMary.

Umbuzo womsebenzisi ungase uthi: “Bhala i-imeyili kaMary enemininingwane evela eshadini eliseshidini le-CollegeExpenses.” Ithuluzi elibizwa ngokuthi “draftEmail” lichazwa njengokwamukela igama_leshidi nomamukeli, futhi i-Gemini ikhetha lelo thuluzi uma ibona lolu hlobo lwesicelo.

Umsebenzi we -draftEmail() uthola ispredishithi esiceliwe ku-Drive, uvule ishidi elifanele, uthole ishadi laso lokuqala bese ulondoloza lelo shadi njengefayela (isibonelo, i-ExpenseChart.png). Bese wakha umyalo oyalela i-Gemini ukuthi isebenzise ulwazi oluseshadini kuphela, igweme ukuqhathanisa okungokomlando futhi igcine umlayezo ufushane.

Ngokushayela i-callGeminiProVision(prompt, expenseChart) , iskripthi sithumela kokubili i-prompt kanye nesithombe seshadi ku-Gemini Vision, ebuyisela umzimba we-imeyili olungiselelwe wena. Ekugcineni, iskripthi sidala uhlaka lwe-Gmail oluqondiswe ku-imeyili yomamukeli, lusetha isihloko esifana nokuthi “Izindleko zasekolishi” bese lunamathisela isithombe seshadi.

Le ndlela iguqula iGemini ibe umhlaziyi ongafunda ishadi, akhiphe indaba esemqoka bese eyibeka ngolimi lwemvelo egameni lakho. Usabuyekeza futhi ulungise uhlaka, kodwa iningi lokuphakamisa okunzima kwenziwa ngokuzenzakalelayo.

Ukwakha ama-slide decks ngokuzenzakalelayo nge-Gemini kanye ne-Google Slides

Umsebenzi wesithathu omkhulu wedemo kuleli bhokisi lamathuluzi wakha ngokuzenzakalelayo isethulo se-Google Slides esibalulekile ngesihloko esichazwe ngumsebenzisi. Isibonelo, ungase ubuze: “Ngisize ngihlanganise idekhi mayelana nokongiwa kwamanzi.”

Ithuluzi elibizwa ngokuthi “createDeck” limenyezelwa ngepharamitha eyodwa, isihloko, futhi iGemini iyalwa ukuba ibuyisele i-JSON ehlelekile echaza uchungechunge lwamaslayidi. Isaziso sitshela iGemini ukuthi mangaki amaslayidi okufanele awadale (ngokusekelwe ku-constant efana ne-NUM_SLIDES), icela izihloko ezimfushane namaphuzu ezinhlamvu, futhi icela ngokusobala into ye-JSON evumelekile ukuze iskripthi sikwazi ukuyihlaziya ngokuphephile.

Ngemva kokushayela i-callGemini() ngaleso saziso, iskripthi sisusa noma yiziphi izintambo zokufometha, sihlaziye i-JSON bese sisebenzisa i-SlidesApp ukukhiqiza isethulo esisha. Islayidi sokuqala siphathwa njengekhasi lesihloko, kanti amaslayidi alandelayo alandela ukwakheka kwe-TITLE_AND_BODY lapho iskripthi sigcwalisa khona isihloko nombhalo wezinhlamvu.

Ngemizuzwana embalwa, uthola idekhi eyisisekelo enamaphuzu okukhuluma ahlelekile ngesilayidi ngasinye, elungele wena ukwenza ngokwezifiso ngokubonakalayo. Nakuba umphumela uncane ngamabomu, lo msebenzi wokusebenza ubonisa ukuthi i-Gemini ingaqalisa kanjani isakhiwo sokuqukethwe ukuze ukwazi ukugxila ekwakhiweni nasekuqondeni.

Ukwandisa ibhokisi lamathuluzi: ama-chatbot, ama-RAG namathuluzi okujika okuningi

Izibonelo ezingenhla ziyindawo yokuqala nje; ibhokisi lamathuluzi le-Gemini elibanzi lingandiswa liye ezindleleni eziningi uma usukhululekile nge-API kanye nokubizwa komsebenzi. I-Google iphakamisa ngokusobala izindlela eziningana zokuhlola.

Enye indlela ethandwayo yokusetshenziswa ukwakha ama-chatbot e-Google Chat usebenzisa i-Gemini API. Lapha, kuyasebenza amaphethini afanayo: uveza amathuluzi, uvumela i-Gemini ukuthi inqume ukuthi izowashayela nini bese ixhumanisa izimpendulo zibe yisixhumanisi sengxoxo ngaphakathi kwe-Chat, konke kulawulwa yi-Chat API kanye nama-codelabs ahlobene.

Esinye isiqondiso esiyinhloko ukukhiqiza okuvuselelwayo (i-RAG) phezu kokuqukethwe okuyimfihlo ku-Drive noma ku-Keep. Esikhundleni sokufingqa ifayela elilodwa lombhalo, ungahlanganisa i-Gemini API nesizindalwazi se-vector kanye, ngokuzithandela, nohlaka lokuhlelwa kwefayela olufana ne-LangChain ukuze ulande izingcezu ezifanele kuma-PDF, izithombe namanothi ngaphambi kokucela i-Gemini ukuthi idale impendulo esekelwe kulawo madokhumenti.

Ukubiza umsebenzi ophendula izikhathi eziningi kuvula nama-ejenti ayinkimbinkimbi kakhulu anganquma ngokuphindaphindiwe ukuthi yimaphi amathuluzi okufanele awasebenzise nokuthi alandelana kanjani. Esikhundleni sesinqumo esisodwa, i-ejenti ingabiza umsebenzi, ihlole umphumela, bese ibiza omunye umsebenzi noma ibuze umbuzo ocacisayo, konke ngaphakathi kwentambo eyodwa eqhubekayo.

Okokugcina, asikho isidingo sokuhlala ngaphakathi kwe-Workspace; uma usuwazi kahle amaphethini e-Gemini API, ungaxhuma imodeli kuma-API angaphandle kuwebhu ebanzi. Yileyo ndlela i-Gemini eshintsha ngayo isuka ekubeni umsizi wenkampani oqukethwe iye ekubeni umhleli wemisebenzi yedijithali ojwayelekile.

Uma zihlanganisiwe, lezi zingcezu - Amathuluzi azinzile, Amalebhu okuhlola, izici zokufundisa, ama-ejenti ebhizinisi kanye ne-API yonjiniyela - zakha ibhokisi lamathuluzi le-Gemini elicebile ngempela elingazivumelanisa nabafundi abavamile kanye nabasebenzisi abanamandla. Uma uphatha i-Gemini njengohlelo lokusebenza olulodwa kodwa njengeqoqo elikhulayo lamathuluzi ongawabhala, uzobe usesimweni esiqinile sokusebenzisa noma yini i-Google ezongeza ngokulandelayo ngaphandle kokucabanga kabusha ngomsebenzi wakho wonke isikhathi ngasinye.