I-Google Gemini: ukuthi iyini, izinguqulo, nakho konke i-AI ye-Google engakwenza

Ikhaya » I-Android » I-Google Gemini: ukuthi iyini, izinguqulo, nakho konke i-AI ye-Google engakwenza

I-Google Gemini isibe yisinyathelo esikhulu se-Google ekuhlakanipheni okwenziwayo , umndeni wamamodeli ahlose ukuba kuyo yonke indawo: kuselula, ekusesheni, ezinhlelweni zokusebenza zokukhiqiza, efwini, nakumathuluzi onjiniyela. Akuyona nje "enye i-chatbot," kodwa ipulatifomu ephelele eyenzelwe ukudala abasizi, ukukhiqiza okuqukethwe, ukucabanga ngolwazi oluyinkimbinkimbi, ngisho nokuhumusha ividiyo, umsindo, nezithombe ngasikhathi sinye.

Ezinyangeni zakamuva, sibone iGemini ihlanganiswe nohlelo lokusebenza oluzinikele lwe-Google, i-Workspace, i-Search with AI Overviews, kanye nemikhiqizo yabathuthukisi namabhizinisi . Ngesikhathi esifanayo, i-Google ibilokhu ikhipha izinguqulo ezintsha (1.0, 1.5, 2, 2.5, kanye manje 3), amamodeli akhethekile njenge-Flash ne-Nano, kanye nezinhlelo ezikhokhelwayo ezinezici ezithuthukisiwe ezifana ne-Deep Research, ukukhiqizwa kwamavidiyo, kanye nezimo ezinkulu zamathokheni afinyelela ezigidini ezimbili.

Iyini i-Google Gemini futhi kungani ibaluleke kangaka?

I-Google Gemini iwumndeni othuthuke kakhulu we-Google wamamodeli e-AI akhiqizayo , aklanyelwe ukuncintisana ezingeni eliphezulu lamaModeli Olimi (ama-LMM) futhi, ngaphezu kwakho konke, ukusebenza njengesisekelo sesu layo lonke le-AI. Ingumlandeli oqondile we-PaLM, imodeli eyanika amandla i-Bard, futhi manje ubuchwepheshe ngemuva kwe-Gemini chatbot, uhlelo lokusebenza lwe-Gemini uqobo, kanye nokuhlangenwe nakho okuningi okuhlakaniphile ngaphakathi kwe-ecosystem ye-Google.

Ngokungafani nezizukulwane zangaphambilini, i-Gemini yaklanywa kusukela phansi njengemodeli yezindlela eziningi . Lokhu kusho ukuthi ayicubunguli umbhalo kuphela, kodwa futhi nezithombe, umsindo, ividiyo, kanye nekhodi, ihlanganisa zonke lezi zakhiwo ngokwemvelo. Akuyona imodeli esekelwe kumbhalo lapho amamojula ombono noma umsindo engezwa khona kamuva; ukuqeqeshwa kwayo sekuvele kufaka konke lokhu kusukela phansi.

I-Google ikhombisile ukuthi i-Gemini ingadlula amanye amamodeli ahamba phambili kuma-benchmark amaningi e-AI , ikakhulukazi ekuqondeni ulimi lwemvelo, ekuxazululeni izinkinga eziyinkimbinkimbi, ekukhiqizweni kwekhodi, kanye nasekuhlaziyweni kwe-multimodal. Izinguqulo ezifana ne-Gemini Ultra zidlule ngisho namaqembu ochwepheshe babantu ezivivinyweni ezifana ne-MMLU, ezihlola ulwazi olujwayelekile kanye nokucabanga.

Inhloso yamasu yenkampani icacile: ukuhlanganisa amamodeli e-AI kanye nokuhlangenwe nakho komsebenzisi ngaphansi kophawu lwe-Gemini . I-Bard ayiseyona igama lomkhiqizo, futhi kusukela manje, uma sikhuluma nge-Google AI, sibhekisela ngqo ku-Gemini, kungakhathaliseki ukuthi sikhuluma ngobuchwepheshe bangaphakathi noma umsizi esiwusebenzisayo kumafoni ethu noma kuwebhu.

Kusukela kuBard kuya kuGemini: ukushintsha igama, ukushintsha kokugxila

Okwesikhathi esithile, uBard wayengumuntu obonakalayo we-AI yengxoxo ye-Google , kodwa empeleni kwakuyisendlalelo se-interface phezu kwamamodeli e-PaLM. Ngokuqaliswa kwe-Gemini, i-Google inqume ukwenza lula imiyalezo yayo futhi iyeke ukuhlukanisa uhlobo lwe-chatbot nohlobo lwemodeli.

Lokhu kuthutha kuhilela ukusebenzisa igama elifanayo, elithi “Gemini,” kukho konke : kusukela kumamodeli olimi aqeqeshwe ezikhungweni zawo zedatha kuya kuma-API asetshenziswa onjiniyela kanye nohlelo lokusebenza oluvulwa yinoma yimuphi umsebenzisi kudivayisi yakhe yeselula. Lokhu kuhlanganiswa kwenza lesi siphakamiso sicace futhi kugcizelela umqondo wepulatifomu eyodwa ye-AI, kunokuba kube yimikhiqizo ehlukene.

Ngaphezu kokushintsha igama, ukushintsha kusuka ku-Bard kuya ku-Gemini kuletha intuthuko enkulu kwezobuchwepheshe . I-Bard yathuthukiswa kancane kancane isuka ku-PaLM yaya ku-Gemini Pro, kwabe sekuqaliswa i-Gemini Advanced (manje ehlanganiswe ne-Google AI Pro/Ultra), enikeza ukufinyelela kumamodeli anamandla kakhulu emisebenzi eyinkimbinkimbi, amaphrojekthi esikhathi eside, kanye nezinga eliphezulu kakhulu lokucabanga.

Lokhu kuthuthuka kuye kwavumela namakhono amasha e-multimodal ukuthi ahlanganiswe ngokwemvelo . Lapho uBard ayegxile kakhulu embhalweni futhi enemisebenzi ebonakalayo elinganiselwe kuphela, iGemini ikulungele ukuqonda amadokhumenti amade, izithombe ezinemininingwane, umsindo, amavidiyo amade, ngisho nokuhlanganiswa kwakho konke lokhu engxoxweni eyodwa.

Izinguqulo ze-Google Gemini: i-Ultra, i-Pro, i-Flash, ne-Nano

Umndeni wakwaGemini uhlukaniswe ngamamodeli amaningana aklanyelwe ukusetshenziswa okuhlukene kanye namazinga amandla . Akuwona wonke ahloselwe umsebenzisi wokugcina; amaningi ayizingxenye ezisetshenziswa ngohlelo lokusebenza, i-API, noma izinsizakalo ezifana ne-Google AI Studio noma i-Vertex AI.

I-Gemini Ultra inguqulo enamandla kakhulu yesizukulwane sokuqala (i-Gemini 1.0 Ultra) futhi ibilokhu iyi-flagship benchmark. Yenzelwe imisebenzi enzima kakhulu: ukucabanga okujulile, izinkinga zezibalo ezithuthukisiwe, ukuhlela okuyinkimbinkimbi, kanye nokuhlaziywa kolwazi oluningi. Ezivivinyweni ezifana ne-GSM8K (izibalo), i-HumanEval (ukubhala ikhodi), kanye ne-MMLU (ukuqonda ulimi), i-Gemini Ultra iphumelele kakhulu kunezinye izinhlobo ezifana ne-GPT-4, i-Claude 2, kanye ne-Llama 2 ezinkombeni eziningana , yaze yadlula ngisho nochwepheshe babantu ku-MMLU.

I-Gemini Pro iyindlela ephakathi nendawo kanye nemodeli esetshenziswa njengesisekelo se-chatbot efinyeleleka emphakathini jikelele. Itholakala ezinguqulweni 1.0 kanye no-1.5 ngohlelo lokusebenza lwe-Gemini, i-Google AI Studio, kanye ne-Vertex AI. I-Gemini 1.5 Pro inezinhlobo eziningi futhi yamukela umbhalo, izithombe, umsindo, kanye nevidiyo ngendlela efanayo , futhi inikeza amafasitela amakhulu kakhulu omongo, anamathokheni afinyelela ezigidini ezimbili ekucushweni okuthuthukisiwe kakhulu.

I-Gemini 1.5 Flash iyimodeli elula nesheshayo, elungiselelwe izindleko ezincishisiwe kanye nezimpendulo ezisheshayo, ngenkathi igcina iwindi elikhulu lomongo lamathokheni angaba yisigidi esingu-1. Yenzelwe izinhlelo zokusebenza ezidinga isivinini esikhulu kanye nevolumu , njengezinsizakalo ezicubungula umbhalo omningi noma ezinikeza izimpendulo zesikhathi sangempela, ngaphandle kokudela amakhono amaningi.

I-Gemini Nano inguqulo encane yale modeli, eyenzelwe ukusebenza ngqo kumadivayisi anezinsiza ezilinganiselwe, njengama-smartphone. Ukuqamba kwayo okuyinhloko ikhono layo lokusebenza endaweni ngaphandle kokuxhumeka okuqhubekayo kuseva , ukuthuthukisa ubumfihlo, ukunciphisa ukubambezeleka, nokuvumela izici ze-AI ezihlanganisiwe njengezifinyezo zomsindo, iziphakamiso ezihlakaniphile, kanye nokukhiqizwa kombhalo ocingweni. Ihlanganiswe, isibonelo, ne-Pixel 8 Pro ngesevisi ye-AICore futhi ingasetshenziswa izinhlelo zokusebenza zezinkampani zangaphandle.

Indlela iGemini esebenza ngayo ngaphakathi nokuthi yini eyenza ihluke

Amamodeli obuhlakani bokwenziwa afana neGemini aqeqeshwa kusetshenziswa idatha eningi ekhishwe kuwebhu, amakhodi okugcina, amadokhumenti, izithombe, umsindo, kanye nevidiyo. Ngesikhathi sokuqeqeshwa, uhlelo lufunda amaphethini: indlela imisho ehlelwe ngayo, indlela imiqondo ehlobene ngayo, ukuthi izinto zibukeka kanjani ezithombeni, noma ukuthi igama lizwakala kanjani ngezilimi ezahlukene.

Endabeni ye-Gemini, i-Google igcizelela ukuthi ukwakheka kwayo kungokwezindlela eziningi kusukela phansi kuya phezulu . Esikhundleni sokuqala sokuqeqesha imodeli yombhalo bese ufaka amamojula aguqula izithombe noma umsindo ube umbhalo, imodeli ifunda ngasikhathi sinye emithonjeni eminingi yedatha. Lokhu kuyivumela ukuthi ihlanganise ulwazi olubonakalayo, olubhaliwe, noluzwayo ngokwemvelo kakhulu—isibonelo, ngokuhlaziya idokhumenti eskeniwe equkethe imidwebo, umbhalo obhalwe ngesandla, kanye nemidwebo, noma ngokucabanga ngevidiyo ngokusekelwe kufreyimu yayo nomsindo.

Enye yezingxenye ezithakazelisayo kakhulu ze-ecosystem yi -AlphaCode2, uhlelo lokukhiqiza ikhodi oluhlanganiswe ne-Gemini . Le module ithuthukisa ukuqonda kohlelo lwezinhlelo nezinkinga zezibalo ezithuthukisiwe, ithuthukisa ikhwalithi yokucabanga, futhi inciphisa "ukungaboni kahle" okuvamile kwe-LLM (izimpendulo eziqanjiwe kodwa ezikholisayo). Lokhu kuhunyushwa kube izixazululo zekhodi ezithembeke kakhudlwana kanye nokusekelwa kohlelo okungcono.

Amakhono okuqukethwe angenye yamandla amakhulu eGemini . NgeGemini 1.5 Pro, iGoogle yethule amafasitela okuqukethwe amathokheni ayisigidi esingu-1, okulingana nezincwadi eziphelele eziyisishiyagalombili noma eziyisishiyagalolunye noma ihora levidiyo enemininingwane eminingi. Kamuva, yamemezela ukwanda kwamathokheni ayizigidi ezimbili okusetshenziswa okuthile kuGemini Advanced kanye ne-Google AI Studio. Lesi sikali sivumela abasebenzisi ukuthi balayishe amadokhumenti amakhulu, amasethi okulotshiwe, izindawo zokugcina amakhodi eziphelele, noma izisekelo zolwazi ezinkulu futhi bacele ukuhlaziywa okuphelele kanye nezifinyezo.

Ngokusho kwe-Google, ngaphakathi sebevele basebenze nama-context windows adlula amathokheni ayizigidi eziyi-10 , into engakakavezwa emphakathini kodwa ekhomba lapho ucwaningo lubheke khona: amamodeli angakwazi "ukufunda konke" ngesikhathi esisodwa futhi acabange ngakho ngaphandle kokudinga ukukuhlukanisa kube yizicucu ezincane.

I-Gemini 1.5, i-Flash kanye nokuvela komndeni

NgoMeyi 2024, ngesikhathi somcimbi we-Google I/O, inkampani yamemezela inqubekela phambili enkulu nge-Gemini 1.5 Pro kanye nemodeli entsha ye-1.5 Flash . Umqondo uwukunikeza izinketho ezahlukene ngaphakathi komndeni ofanayo, okuhlanganisa konke kusukela kuzinhlelo zokusebenza ezinamandla kuya ezidingweni zesivinini nokusebenza kahle.

I-Gemini 1.5 Pro ithuthukise umthamo wayo wokuqukethwe waba amathokheni ayizigidi ezimbili kubasebenzisi nabathuthukisi be-Gemini Advanced nge-Google AI Studio. Lokhu kuphindwe kabili iwindi lamathokheni elivele lihlaba umxhwele lesigidi esingu-1, okulibeka phambili kakhulu kumamodeli ancintisanayo njenge-GPT-4 noma i-Claude 3 kulesi sici esithile.

Ngakolunye uhlangothi, i-Gemini 1.5 Flash ifike njengemodeli elula futhi eshesha kakhulu , eyenzelwe ukuhlanganiswa okukhulu lapho izindleko zokucubungula amathokheni ayisigidi ngasinye ziyisici esibalulekile. I-Google ize yakhuluma ngentengo encintisana kakhulu yamathokheni ayisigidi esisodwa acutshungulwa nge-API, okuhloswe ngayo ukuvumela izinkampani ukuthi zisebenze ngamanani amakhulu edatha ngendlela engabizi kakhulu.

Zombili i-Gemini 1.5 Pro kanye ne-1.5 Flash zithola ukusebenza okufana noma okungcono kakhulu kune-Gemini 1.0 Ultra kuma-benchmark ahlukahlukene, zigcina izinga eliphezulu lekhwalithi ngisho nalapho zisingatha amafasitela amakhulu omongo. Lokhu kubonisa ukuthi akukhona nje "ukufaka amathokheni amaningi," kodwa mayelana nokugcina amandla okucubungula lapho inani lolwazi liqhuma.

Le ndlela ye-modular ihambisana nezinye izinguqulo ze-Google emkhakheni we-AI evulekile nekhethekile, njenge -PaliGemma (imodeli yombono womthombo ovulekile) noma i-Gemma 2 ngezinhlobo zamapharamitha angu-2B, 7B kanye no-27B, okuhloswe ngazo ukuvumela abathuthukisi nezinkampani ukuthi babe namamodeli alungiselelwe izimo zawo zokusetshenziswa futhi, kwezinye izimo, bawasebenzise ezingqalasizinda zabo.

I-Gemini 3: isizukulwane esisha kanye nombono we-Google

Ngokufika kweGemini 3, i-Google iphakamisa imodeli yayo ehlakaniphe kakhulu kuze kube manje . Ngokusho kukaSundar Pichai, i-CEO ye-Google and Alphabet, isizukulwane ngasinye seGemini sakhele phezu kwesangaphambilini, sandisa izinhlobo zolwazi esingaluphatha kanye nokujula kokucabanga kwayo.

I-Gemini 1 ivule umnyango wokuphathwa kwedatha okuthuthukisiwe, okunezindlela eziningi; i-Gemini 2 igxile emakhonweni e-ejensi , okusho ukuthi i-AI ingenza imisebenzi eyinkimbinkimbi kakhulu futhi isebenze ngezinhloso, hhayi nje ukunikeza izimpendulo ezihlukile. Amamodeli afana ne-Gemini 2.5 Pro ahambe phambili ezikhundleni ezifana ne-LMarena izinyanga eziningi ngenxa yamakhono awo okucabanga.

Manje, nge-Gemini 3, i-Google ihlose ukuhlanganisa zonke izici ezibalulekile zomndeni zibe yimodeli eyodwa eqonda kangcono umongo womsebenzisi kanye nenhloso . Umqondo uwukuthi uzodinga imiyalezo embalwa ukuze ufeze umphumela oyifunayo, ngoba uhlelo luzoqonda kangcono lokho okufunayo kusukela ekuqaleni, noma ngabe izicelo zakho azicacile noma zihlanganisa izinhloso eziningi.

Enye ingxenye ebalulekile yomyalezo we-Google ukuthi i-Gemini ayisafundi nje umbhalo nezithombe, kodwa ihlose "ukufunda indawo ezungezile" : ukuhumusha ubuqili bomqondo wokudala, ukubona izingqimba zenkinga eyinkimbinkimbi, noma ukuzivumelanisa nesimo. Lawa makhono asetshenziswa ngezinga elikhulu emikhiqizweni efana ne-Search (AI Mode), uhlelo lokusebenza lwe-Gemini, i-AI Studio, i-Vertex AI, kanye neplatifomu entsha yokuthuthukiswa kwe-ejenti, i-Google Antigravity.

Ngokusho kwedatha eyabiwe yinkampani, ukwamukelwa kweGemini kukhulu kakhulu : Ukubuka ku-Search okusebenzisa i-AI kufinyelela cishe kubasebenzisi abayizigidi eziyizinkulungwane ezimbili ngenyanga, uhlelo lokusebenza lweGemini ludlula abasebenzisi abayizigidi ezingu-650 ngenyanga, ngaphezu kuka-70% wamakhasimende e-Google Cloud asebenzisa i-AI ekhiqizayo, kanti abathuthukisi abangaba yizigidi ezingu-13 badale izixazululo besebenzisa lawa mamodeli. Konke lokhu kusekelwa isu le-Google "eligcwele": kusukela engqalasizinda yayo kuya emikhiqizweni yayo yokugcina, okuhlanganisa amamodeli namathuluzi ayo.

Lokho ongakwenza ngohlelo lokusebenza lwe-Gemini nsuku zonke

Uhlelo lokusebenza lwe-Gemini okwamanje luyindlela eqondile kakhulu yokufinyelela ku-AI ye-Google , etholakala efonini yakho futhi, ezimweni eziningi, ihlanganiswe nohlelo lokusebenza uqobo. Uma lusebenza, lungathatha indawo ye-Google Assistant njengomsizi oyinhloko wefoni yakho (yize ungalushintsha njalo kuzilungiselelo) noma luqhathaniswe nomsizi we-Apple.

Esinye sezici ezihlaba umxhwele kakhulu yi -Gemini Live , ekuvumela ukuthi ube nezingxoxo zezwi zemvelo, ngisho noma wabelana ngekhamera noma isikrini sakho. Ungavula uhlelo lokusebenza, uthephe inkinobho ethi Bukhoma, bese ulucela ukuthi luhlaziye lokho okuboniswa yikhamera noma okuqukethwe kwesikrini ngesikhathi sangempela —kungakhathaliseki ukuthi ulungiselela isethulo, uqonda ishadi eliyinkimbinkimbi, noma uzilolongela ingxoxo yomsebenzi.

Esinye isici esisha esithakazelisayo yi -Canvas, indawo yokudala ekuvumela ukuthi usuke emcabangweni obhaliwe uye kumodeli . Ukusuka lapho, ungakha ama-draft ezinhlelo zokusebenza, imidlalo elula, amawebhusayithi, ama-infographic, izifinyezo zomsindo, noma imidwebo exhumanayo. Umqondo uwukwenza okungaphezu kokubhala nje: i-Gemini ingakusiza ukuthi wakhe izakhiwo, imiklamo, nezinto ezibonakalayo ongazilungisa.

Ukuhlanganiswa ne-ecosystem ye-Google kungenye yamandla ayo: I-Gemini ixhumana ne-Search, YouTube, Google Maps, Gmail, Docs, Drive, kanye nezinye izinsizakalo . Lokhu kukuvumela, isibonelo, ukuthi wenze usesho oluthuthukisiwe ebhokisini lakho lokungenayo, ucele izifinyezo zezingxoxo ezinde, udale ama-draft e-imeyili, uhlele amadokhumenti, noma udale imizila yokuhamba ehlanganisa ulwazi lwe-Maps nezincomo ezivela kuwebhu.

Emkhakheni wokufunda nokuqeqeshwa, i-Gemini ingakhiqiza imibuzo, amakhadi e-flashcard, izibonelo ezisebenzayo, kanye nokubuka okusebenzisanayo . Ingaguqula futhi amafayela abe uhlobo lwe-podcast ongayilalela noma nini lapho ufuna, ukubukeza amanothi, imibiko, noma izihloko ngenkathi wenza ezinye izinto.

Ukukhiqizwa kwezithombe, amavidiyo kanye nokuqukethwe kokudala

Umndeni wakwaGemini awugcini nje ngokubhala umbhalo. I-Google ithuthukise amamodeli okukhiqiza izithombe ahlanganiswe nohlelo lokusebenza , okuvumela abasebenzisi ukuthi bakhe imifanekiso, ama-logo, amaphosta, noma ukwakheka okubonakalayo kusuka ezincazelweni ezilula.

Kusukela esikrinini esiyinhloko sohlelo lokusebenza, ungathinta okuthi "Dala Isithombe" bese ukhetha isitayela esifanele kumenyu yesifanekiso . Ukusuka lapho, mane uthayiphe noma uhlanganise umbhalo nezithombe ezibhekisela kuzo ukuze udale imiklamo emisha. Ungazama izitayela ezahlukahlukene, kusukela kubuhle be-anime kuya ekupendweni kwamafutha noma umklamo omncane, bese ulanda isithombe ngokushesha noma wabelane ngaso.

Ngaphezu kokukhiqiza izithombe kusukela ekuqaleni, amamodeli athuthuke kakhulu akuvumela ukuthi uhlele, uhlanganise, futhi uhlanganise : ukuhlanganisa izithombe eziningi ukudala umdwebo womkhiqizo, ukuklama iphosta enombhalo ocacile, ukuhlanganisa izakhiwo ezibonakalayo, noma ukuguqula umqondo wokuqala ube izinhlobo ezahlukene. Konke lokhu kusekelwa amamodeli aphezulu (njengeGemini Pro kanye nabalandela yona) kanye, emkhakheni wamavidiyo, ngamamodeli afana neVeo 3.1 Fast.

Ezinhlelweni zayo zokubhalisa ezinamandla kakhulu, i-Gemini inikeza amakhono okukhiqizwa kwamavidiyo kanye nokucwaninga okujulile , okuhlaziya amasethi edatha amakhulu, ukubuyisela izifinyezo ezihlelekile, kanye nokuxhumanisa nemithombo ebonisiwe. Lokhu kukuvumela ukuthi usuke eqoqweni lemibiko ehlakazekile uye ekuhlaziyweni okunengqondo nokubhekiselwe kukho.

Kuye kwethulwa namaGems , afana nama-"GPT" enziwe ngokwezifiso kwezinye izinhlelo . Empeleni, angamaphrofayili noma ama-ejenti alungiselelwe imisebenzi ethile, njengokuthi "uthisha wezibalo," "umqeqeshi wokubhala," noma "uchwepheshe wegitare i-Yamaha." Ungakha amaGems akho, uwaxhume ku-Gmail yakho noma ku-Google Drayivu, futhi uwasebenzise ngolwazi lwakho lomuntu siqu noma lomsebenzi, njalo uhlonipha izimvume ozilungiselelayo.

I-Gemini kuyo yonke indawo ye-Google: Usesho, Indawo Yokusebenzela, nokuningi

Ngaphandle kohlelo lokusebenza, uhlelo lwe-Google luwukuthi i-Gemini ibe khona cishe kuyo yonke imikhiqizo yayo ebalulekile . Ezinye zezinto ezihlanganisiwe esezimenyezelwe noma eziqhubekayo zifaka phakathi i-Gmail, Amadokhumenti, AmaSpredishithi, Amaslayidi, Izikhangiso ze-Google, i-Google Chrome, kanye, nenjini yokusesha.

Ku-Gmail, isibonelo, i-Gemini ikusiza ukuthi ubhale ama-imeyili, ufingqe imicu emide kakhulu, futhi uthole ulwazi olufihliwe ebhokisini lakho lokungenayo . Ku-Docs nakwamanye amathuluzi e-Workspace, ingakhiqiza uhlaka lombhalo, amathebula, izifinyezo eziphezulu, noma imibono yokuqukethwe kusuka kumafayela akhona, izethulo zangaphambilini, noma amadokhumenti alayishiwe.

Ku-Search, izindaba ezinkulu yi -AI Overviews , izimpendulo ezikhiqizwe yi-Gemini ezivela phezulu kwamakhasi emiphumela. Le mibono ihlanganisa ulwazi olufingqiwe nezixhumanisi eziya kumawebhusayithi futhi, lapho kufanele khona, nedatha evela ku-Maps noma kwezinye izinsizakalo. Lokhu kuwushintsho olubalulekile kusuka ku-paradigm yakudala "yezixhumanisi eziyishumi eziluhlaza okwesibhakabhaka", ngoba i-AI manje idlala indima esebenzayo ekuhleleni ulwazi.

Emikhakheni yokukhangisa neyebhizinisi, i-Gemini ihlangana ne-Google Ads kanye ne-Google Cloud , inikeza amathuluzi okudala, ukuhlaziya umkhankaso, ukwesekwa kwamakhasimende okuxoxisana, kanye nezinhlelo zokusebenza ezenziwe ngokwezifiso ezakhiwe ku-Vertex AI. Amakhasimende e-Cloud angaphezu kwama-70% asevele esebenzisa lawa mamodeli okudala ngandlela thile.

Kwabathuthukisi, i-Google AI Studio kanye ne-Vertex AI yizindawo zokufinyelela eziyinhloko kumamodeli e-Gemini . Ukusuka lapho, ungahlola, uthuthukise, futhi usebenzise izixazululo ezisebenzisa i-Gemini 1.5 Pro, i-Flash, noma ezinye izinhlobo, usebenzisa ama-API, ama-SDK, namathuluzi okuhlola. Ipulatifomu entsha ye-Google Antigravity ithatha lesi sinyathelo esiqhubekayo, igxile ekuthuthukiseni ama-ejenti angenza imisebenzi eyinkimbinkimbi futhi axhumanise izenzo ezahlukene.

Amacebo, amanani, kanye nomehluko phakathi kwe-Google AI Pro kanye ne-Ultra

Ngokuphathelene nezindleko, ezinye izingxenye ze-Gemini zikhululekile ukuzisebenzisa, kanti ezinye zidinga ukubhalisa . Isibonelo, amamodeli afana ne-Gemini 1.0 Pro asatholakala mahhala ngeplatifomu yomphakathi ye-Gemini, kanti i-Gemini 1.5 Pro nayo yayitholakala mahhala kwezinye izimo nge-Google AI Studio (ikakhulukazi ngesikhathi sesigaba sayo sokuhlola).

Kubasebenzisi abadinga amandla engeziwe, izimo ezinkulu, kanye nezici zocwaningo ezithuthukisiwe, i-Google inikeza izinhlelo zokubhalisa ezifana ne-Google AI Pro kanye ne-Google AI Ultra , okuhlanganisa ukufinyelela okwandisiwe kumamodeli anekhono kakhulu (njenge-3 Pro kanye ne-Gemini 3 Deep Think), i-Deep Research, kanye nokukhiqizwa kwamavidiyo nge-Veo 3.1 Fast, phakathi kwezinye izinzuzo.

Ezimakethe ezithile, izinhlelo ezifana ne -Gemini Advanced (ehlanganiswe ne-Google AI Pro) zinezindleko ezihleliwe zanyanga zonke . Lezi zinhlelo zinikeza ukufinyelela efasiteleni lamathokheni ayisigidi esingu-1 (noma ngaphezulu, kuye ngokunikezwa), ukusetshenziswa okujulile kwamamodeli aphezulu, kanye nemikhawulo ephezulu enanini lezicelo kanye nenani ledatha ephathwayo.

Izinhlelo zebhizinisi, njenge- Google AI Ultra for Business, zinikezwa njengezengezo kumakhasimende e-Google Workspace . Lokhu kuvumela izinkampani ukuthi zengeze amakhono e-AI athuthukile kuma-akhawunti azo omsebenzi, ngezinketho zokuphepha, ukuthobela imithetho, kanye nokuphatha ezilungiselelwe indawo yebhizinisi.

Kunoma ikuphi, i-Google igcina imibhalo ethile yobumfihlo yezinhlelo zokusebenza ze-Gemini , echaza indlela idatha ephathwa ngayo, ukuthi yini esetshenziswa ukuthuthukisa amamodeli, nokuthi yini elawula umsebenzisi. Kunconywa ukuthi ubuyekeze Isaziso Sobumfihlo sezinhlelo zokusebenza ze-Gemini ukuze uqonde ukuthi okuqukethwe okulayishayo noma izingxoxo onazo ne-AI kuphathwa kanjani.

Ukusebenza kweGemini uma kuqhathaniswa nezinye izinhlobo kanye nokusetshenziswa okungokoqobo

Ekuhlolweni komphakathi, i-Gemini Ultra iphumelele kakhulu kumamodeli afana ne-Claude 2, i-GPT-4, kanye ne-Llama 2 kuma-benchmark amaningana abalulekile . Isibonelo, idlula ku-GSM8K (ukucabanga kwezibalo), i-HumanEval (ukukhiqiza ikhodi), kanye ne-MMLU (ukuqonda ulimi lwemvelo emikhakheni eminingi yolwazi).

Eqinisweni, ku-MMLU, i-Gemini Ultra ikwazile ngisho nokwenza kahle kakhulu kunamaphaneli ochwepheshe babantu , into i-Google eyisebenzisile njengesibonakaliso sokuvuthwa kwemodeli emisebenzini yolwazi olujwayelekile. Kodwa-ke, ayiphumeleli kuzo zonke izici: esivivinyweni se-HellaSwag, esigxile ekuqondeni okuvamile nasekuqondeni ulimi lwansuku zonke, i-GPT-4 isathola imiphumela engcono kancane.

Esizindeni se-multimodal, izivivinyo zangaphakathi ze-Google zibonisa ukuthi i-Gemini Ultra isebenza kangcono kunezinye izinhlobo ekuqondeni amadokhumenti, ukuhlaziywa kwezithombe, kanye nokuqashelwa kwenkulumo okuzenzakalelayo . Iphinde iphumelele kwezinye i-LLM ngezilinganiso zokuhumusha inkulumo, ukubhala phansi amavidiyo esiNgisi, ukucabanga nge-multimodal, kanye nokuphendula imibuzo esekelwe kuvidiyo, yize inkampani ngokwayo ivuma ukuthi kusenendawo yokuthuthukisa kulezi zindawo.

Ngakolunye uhlangothi, i-Gemini 1.5 Pro kanye ne-1.5 Flash zinikeza ukusebenza okusondele kakhulu noma okungcono kune-Gemini 1.0 Ultra ezimweni eziningi, ngenzuzo eyengeziwe yamafasitela azo amakhulu omongo. Njengoba inani lamathokheni ezingawaphatha likhula, zigcina ukuqonda nokukhiqiza kwekhwalithi ephezulu, okubalulekile lapho usebenza ngamadokhumenti amade noma amaphrojekthi anemininingwane eminingi.

Ezimweni zangempela, lokhu kuhunyushwa kube yizinhlobo eziningi zokusetshenziswa: kusukela ekuhlaziyeni izethulo ezinamaslayidi amaningi kuya ekubukezeni izinkontileka, imibiko yobuchwepheshe, izindawo zokugcina amakhodi, noma amafayela ocwaningo . Isibonelo, ungalayisha idokhumenti enamakhasi ayi-1500 bese ucela i-Gemini ukuthi ikhiqize imibono yochungechunge lwezithunyelo zebhulogi, ibhale izihloko zezindaba, iphakamise izakhiwo zewebhusayithi, noma idale ikhophi yezinkundla zokuxhumana ngokusekelwe kulolo lwazi.

Isibonelo esisebenzayo: ukwenza i-Gemini ibe ngeyakho kanye nokusebenzisa umbono wayo

Ukuze uqonde kangcono ukuthi yini engayenza, cabanga ngesimo lapho usebenzisa iGemini evela ku-Google AI Studio ukudala umsizi okhethekile . Uyicela ukuthi isebenze njengochwepheshe wegitare leYamaha, ilungiselele "ubuntu" bayo ukuze inikeze izincazelo zobuchwepheshe kodwa ezifinyelelekayo, income amamodeli asekelwe ezitayeleni zomculo, futhi iphendule imibuzo evamile evela kwabaqalayo.

Okulandelayo, unikeza izithombe zamagitare ahlukene, imininingwane yobuchwepheshe, kanye nezingcaphuno ezivela kuzibuyekezo . I-Gemini ihlaziya kokubili ulwazi lombhalo nolubonakalayo: ibona izimo, amamodeli, imininingwane yomzimba nentamo, bese ihlanganisa lokho nolwazi lomkhiqizo wayo. Ukusuka lapho, ingaphendula imibuzo efana nokuthi, “Yiliphi elifaneleka kakhulu i-jazz?”, “Yimuphi umehluko phakathi kwala magitare amabili?”, noma “Yiluphi ulondolozo oludingwa yile modeli ethile?”

Lesi sibonelo sibonisa ukuthi i-multimodality iguqula kanjani i-Gemini ibe okungaphezu nje kwe-chatbot esekelwe kumbhalo . Iziphatha njengomsizi ohlakaniphe kakhulu oqonda imiqondo, izithombe, kanye nomongo, futhi ongazivumelanisa nezimo ezithile. Lo mqondo ofanayo ungasetshenziswa kwezinye izinkambu: ukuhlaziywa kwedokhumenti yezomthetho, ukwesekwa kobuchwepheshe, ukubuyekezwa kwekhodi, iseluleko sezezimali, noma ukudalwa kokuqukethwe kwezemfundo.

Ngokuhamba kwesikhathi, njengoba i-Google iqhubeka nokwandisa amakhono e-Gemini futhi ithuthukisa amamodeli afana ne-Gemini 3, sizobona izinhlelo zokusebenza eziningi ezisebenzayo empilweni yansuku zonke kanye nezilungiselelo zobungcweti . Kusukela kuzici zeselula ezihlanganisiwe kuya kuma-ejenti ayinkimbinkimbi aphatha amaphrojekthi, umndeni wakwa-Gemini uhlose ukuba yingxenye ebalulekile yendlela esisebenzisana ngayo nolwazi nobuchwepheshe.

Lonke lolu hlelo lokusebenza lwamamodeli, izinhlelo zokusebenza, ukuhlanganiswa, kanye nezinhlelo zokubhalisela kwenza i-Google Gemini ibe yipulatifomu ye-AI ephelele kakhulu, enezixazululo zabasebenzisi bansuku zonke, amabhizinisi, kanye nabathuthukisi , ekwazi ukukhiqiza umbhalo, izithombe, namavidiyo, ukucabanga ngezimo ezinkulu, nokusebenza kokubili efwini kanye ngqo kudivayisi.