Thola amathuluzi, izindaba, nezifundo
Indawo eyodwa yokuhlola konke okuqukethwe kwe-AI okushicilelwe.
“AI”Imiphumela engu-936 kulesi sigaba
Amathuluzi e-AI
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Amathuluzi okuqamba e-AIIsilinganiso 8.1OPUSI-OPUS iyithuluzi lokudala le-AI elamukela izincazelo zolimi lwemvelo njengokufakwayo, ligxile ekukhiqizeni izigcawu ezibonakalayo nopopayi. Abasebenzisi baqala ngokuchaza okuqukethwe abakufunayo ngombhalo, bese ithuluzi likhiqiza izigcawu ze-3D nopopayi obuhambisanayo, futhi baqhubeke nokulungisa abalingiswa, ukukhanya nokunyakaza kwekhamera. Ilungele ukuthuthukiswa kwemidlalo namafilimu, okuqukethwe kwe-virtual reality, izethulo zemfundo, imibono yokukhangisa kanye namaphrojekthi obuciko bedijithali bomuntu ngamunye. Umkhiqizo uhlanganisa izigaba eziningi kusukela ekwakhiweni kwesigcawu kuya ekwethulweni kopopayi, kodwa imiphumela ekhiqiziwe isadinga ukuhlolwa nokulungiswa umuntu; ukuphelela kwencazelo nakho kuthinta isithombe sokugcina, ukunyakaza kanye nobudlelwano bendawo.
Ukutholwa kobusoIsilinganiso 7.8LensoILenso iyithuluzi le-AI lokusesha ngezithombe elenzelwe ukuthola ubuso nokulandela umsuka wezithombe. Lisekela ukuthola ulwazi oluhlobene nobuso, izimpawu zomhlaba nezinto ezisezithombeni ezilayishiwe. Abasebenzisi bangalayisha izithombe ngokuzihudula, bese besebenzisa ukutholwa ngokunqampuna ukuze bakhiphe izindawo ezithile, babuke izinkomba zezithombe ezifanayo, eziphindaphindiwe noma ezihlobene, futhi banciphise imiphumela ngokusebenzisa izihlungi. Lifanele abasebenzisi abafuna ukuqapha ukusabalala kwezithombe zabo, abanikazi bamalungelo okushicilela abadinga ukulandelela ukusetshenziswa kwezithombe, abakhangisi abenza ucwaningo lwezinto ezibonakalayo, kanye nabacwaningi abahlela ulwazi olusesidlangalaleni oluvela kuwebhu. ILenso inikeza izindlela zokusebenzisa mahhala nezikhokhelwayo, kodwa imiphumela yokusesha incike kwikhwalithi yesithombe kanye nobubanzi bokuqukethwe obufakwe enkombeni yewebhu, ngakho ayinakuthatha indawo yokuqinisekisa komuntu.
Amathuluzi evidiyo ye-AIIsilinganiso 8.9GumletI-Gumlet iyinkundla yengqalasizinda yemidiya eyethulwe yi-Gumlet Pte. Ltd., ehlanganisa ukusingatha amavidiyo, ukuguqula amafomethi, isidlali, ukusakaza bukhoma, ukuvikela okuqukethwe, ukuhlaziya idatha nokwenza izithombe zibe ngcono. Abasebenzisi bangaphatha imidiya ngekhonsoli yewebhu, noma basebenzise i-Video API ukuze bahlanganise izinqubo zokucubungula nokuletha okuqukethwe kumawebhusayithi nezinhlelo zokusebenza.
Inkundla yokufunda nge-AIIsilinganiso 8.1Course HeroI-Course Hero iyinkundla yokufunda izifundo ku-inthanethi ehloselwe abafundi bezikole zamabanga aphezulu, abafundi basenyuvesi nabanye abafundi. Ihlinzeka kakhulu ngamanothi, izifundo ezibhaliwe, imibuzo yokuzilolonga namavidiyo okufundisa okwabelwana ngabasebenzisi. Abasebenzisi bangasesha okuqukethwe ngesifundo noma ngombuzo ukuze baqonde umsebenzi wesikole, balungiselele izivivinyo futhi balungiselele ukubhala ucwaningo, futhi bangathola izimpendulo zemibuzo yezifundo ngosizo lokufundiswa ku-inthanethi. Inkundla ihlanganisa ukufinyelela kwamahhala nokukhokhelwayo, kanti ezinye izinsiza zingafinyelelwa ngokulayisha okuqukethwe kokufunda. Ilungele abafundi abadinga izinsiza ezengeziwe zezifundo noma ukuhlela izindlela zokubuyekeza, kodwa ukunemba nokufaneleka kokuqukethwe okwenziwe abasebenzisi kungahluka. Iziphetho ezibalulekile kusafanele ziqinisekiswe kusetshenziswa izincwadi zokufunda, izimfuneko zothisha nemithombo ethembekile.
Amathuluzi Okuthengisa e-AIIsilinganiso 7.8Snov.ioI-Snov.io iyithuluzi lokumaketha elisizwa yi-AI elibhekiswe kubasebenzi abenza ibhizinisi namanye amazwe, amaqembu okuthengisa e-B2B, abathengisi bezitolo ezizimele eziku-inthanethi, ama-ejensi okuthengisa nabaqashi, futhi lisetshenziswa kakhulu ekutholeni nasekuphatheni amakhasimende angaba khona. Abasebenzisi bangathola ulwazi loxhumana nabo ngewebhu noma nge-plugin yesiphequluli, basebenzise ukuqinisekiswa kwe-imeyili ukuhlunga amathuba, bese behlela izinqubo ze-imeyili ezizenzakalelayo ukuze baxhumane futhi balandelele amakhasimende. Bangaphinde baphathe izigaba zokuthengisa ku-CRM. Inkundla iphinde inikeze usizo lwe-AI ekubhaleni ama-imeyili nebhokisi lokungenayo elihlanganisiwe ukuze kube lula ukuphatha izimpendulo endaweni eyodwa. Ilungele amaqembu adinga ukuqhubeka nokuthola amakhasimende aphesheya, ukuhlela amathuba okuthengisa nokunciphisa imisebenzi ephindaphindwayo. Ulwazi lwamathuba nemiphumela yokuqinisekiswa kwe-imeyili kusadinga ukubuyekezwa ngesandla kuye ngesimo sebhizinisi, kanti ukusebenza kokufinyelela nge-imeyili kuthonywa ikhwalithi yedatha nezilungiselelo zokuthumela.
Amathuluzi ehhovisi e-AIIsilinganiso 8ProcessOnI-ProcessOn iyinkundla eku-inthanethi yokudweba eyenzelwe ukufunda, umsebenzi wasehhovisi nokusebenzisana kwamaqembu, ehlanganisa amashadi okugeleza, amamephu emicabango, amanothi emicabango, i-UML, izakhiwo zenethiwekhi nokuklama ama-prototype. Abasebenzisi bangakha amashadi ku-inthanethi, basebenzise izifanekiso ukuhlela okuqukethwe, futhi baqedele ukudala ngokubambisana kweqembu ngokulondoloza efwini, ukusebenzisana kwabantu abaningi, ukuphawula nokubuyela ezinguqulweni zangaphambilini. Inkundla iphinde inikeze amakhono e-AI okusiza ekuhleleni, ekuhlobiseni nasekulungiseni umqondo, futhi ilungele abafundi, abasebenzi basehhovisi, amaqembu amaphrojekthi kanye nochwepheshe bezocwaningo nokuklama. Ezinye izici ezithuthukile zingase zihlotshaniswe nezinhlelo ezikhokhelwayo; izimvume ezithile, amafomethi okungenisa nokuthekelisa kanye nobubanzi bezici kufanele kuqinisekiswe ekhasini lomkhiqizo lamanje.
Amathuluzi ehhovisi e-AIIsilinganiso 8BillExtractorI-BillExtractor iyithuluzi eliku-inthanethi lokukhipha idatha ezikweletini nasemavoyisini. Lisekela ukwamukela amafayela ebhokisini le-imeyili elikhethekile, kanye nokulayisha amadokhumenti e-PDF, JPG, PNG nezinye izakhi kusiphequluli. Lisebenzisa i-AI OCR ukuze libone okuqukethwe kwezikweletu, likhiphe izinkambu noma amathebula, bese imiphumela ilandwe njenge-Excel noma i-JSON, noma ivumelaniswe namathuluzi aku-inthanethi afana ne-Google Sheets.
Amathuluzi ehhovisi e-AIIsilinganiso 7.9IntercomI-Intercom iyithuluzi lokuxhumana namakhasimende kanye nehhovisi elisebenzisa ubuhlakani bokwenziwa, elenzelwe amaqembu ezinkampani. Isetshenziselwa kakhulu ukuphatha ukwesekwa kwamakhasimende, ukulandelela amathuba okuthengisa nokufinyelela kumakhasimende ngokumaketha endaweni eyodwa. Amaqembu angasebenzisa ibhokisi lokungenayo elihlanganisiwe ukuphatha imilayezo evela kuwebhusayithi, kuhlelo lokusebenza, ku-imeyili nasezinkundleni zokuxhumana, bese ehlanganisa isizindalwazi solwazi, ukuhlukaniswa kwamakhasimende nezinhlelo zokusebenza ezizenzakalelayo ukuze ahlele inqubo yesevisi. I-Fin AI ingasetshenziswa ukuphendula imibuzo evamile nokusingatha eminye imisebenzi, kanti ukuqapha izivakashi ngesikhathi sangempela nemilayezo engaphakathi komkhiqizo kusiza ukuqonda ukuxhumana kwamakhasimende. Ifanele amaqembu okweseka amakhasimende, okuthengisa, ok maketha, omkhiqizo nawokusebenza, futhi ingasetshenziswa yizinkampani eziqalayo, izinhlangano ezincane nezinkulu, kanye nabahlinzeki be-software njengesevisi. Lo mkhiqizo uyisevisi ekhokhelwayo; izinhlelo nezindleko ezithile kufanele kuqinisekiswe ngokuya ngezidingo zangempela.
Amathuluzi ehhovisi e-AIIsilinganiso 7.6ThauraI-Thaura iyithuluzi le-AI elinezindlela eziningi, elenzelwe umsebenzi wasehhovisi, ukufunda nocwaningo, ukuthuthukiswa kwezinhlelo kanye nokudala okuqukethwe. Isetshenziswa kakhulu ukuhlaziya ama-PDF, amadokhumenti, amaspredishithi nekhodi, bese ikhiqiza imiphumela yokuhlaziya. Abasebenzisi bangalayisha izinto, babuze imibuzo ngokuqukethwe, bakuhlele futhi bakuhlaziye ngengxoxo. Bangasebenzisa nokusesha kuwebhu, ukusebenzisa ikhodi kanye nenkumbulo yezingxoxo ezinde ukuze benze ucwaningo, bacubungule idatha futhi babhale. Inkundla inikeza izindlela zamahhala nezikhokhelwayo, futhi ifanele abantu ngabanye namaqembu adinga ukucubungula izinhlobo ezihlukahlukene zolwazi. Ekusetshenzisweni kwangempela, imiphumela yokuhlaziya, okuqukethwe okuseshiwe nekhodi ekhiqiziwe kusadingeka kuqhathaniswe nemithombo yokuqala. Ukusebenza kwamafayela ayinkimbinkimbi nakho kungathinteka yifomethi nekhwalithi yokuqukethwe.
Amathuluzi Okuthengisa e-AIIsilinganiso 7.6Startup SpotlightI-Startup Spotlight iyikhathalogi yokuthola nokwethula imikhiqizo egxile emabhizinisini amancane, e-Micro-SaaS nasemaphrojekthini aseceleni, okuhlanganisa amathuluzi e-AI, izinsiza zokuklama nezinye izindawo. Inkundla inikeza indlela yokuthumela amaphrojekthi esiza onjiniyela abazimele namaqembu amancane ukwethula imikhiqizo yawo, futhi inikeza abatshalizimali, ochwepheshe bezokusebenza, abakhangisi bokukhula nabathandi bokuqala amabhizinisi indlela yokuphequlula amaphrojekthi. Amakhasi agxile ezethulweni ezimfushane zamaphrojekthi, futhi aqukethe izigaba zamaphrojekthi akhethiwe, uhlelo lobambiswano, ozakwethu bemakethe kanye nemakethe yokuthengwa kwamaphrojekthi. Abasebenzisi bangasuka ekutholeni imikhiqizo baye emathubeni okukhuthaza nawokwenza ibhizinisi. Ikhathalogi ichaza umsebenzi wayo njengokukhethwa ngesandla nokubuyekezwa masonto onke, kodwa ukufakwa kwephrojekthi, indawo yokuboniswa kanye nolwazi lwekhasi akusho ikhwalithi yomkhiqizo noma imiphumela yebhizinisi. Abasebenzisi kusafanele baqinisekise ngokwabo isimo sephrojekthi nemigomo ethile ngaphambi kokusebenzisa lolu lwazi.
Amathuluzi Okuhlela nge-AIIsilinganiso 7.3WebflowI-Webflow iyinkundla yolwazi lwamawebhusayithi eyenzelwe ukwakha amawebhusayithi emikhiqizo, futhi ingasetshenziswa njengethuluzi lokwakha amasayithi ngokubuka ngaphandle kokubhala ikhodi. Abaklami, ochwepheshe bezokumaketha nabathuthukisi bangakha amakhasi ewebhu, baphathe okuqukethwe okuguqukayo, futhi bengeze ukusebenzisana nemifanekiso ephilayo endaweni eyodwa yokusebenza. Inkundla isekela ukukhiqizwa okuzenzakalelayo kwekhodi ye-HTML, CSS ne-JavaScript, futhi inikeza uhlelo lokuphatha okuqukethwe (CMS) oluhlanganisekayo kanye namathuluzi asizwa yi-AI okuthuthukisa ukwakheka kwesayithi, okuqukethwe, i-SEO ne-AEO. Ifanele amaqembu adinga ukuzakhela iwebhusayithi yomkhiqizo, amakhasi okumaketha, amasayithi emicimbi noma amawebhusayithi agxile kokuqukethwe. Ebhizinisini elinengqondo eyinkimbinkimbi noma elidinga ukunwetshwa okujulile kwemisebenzi, kungase kusadingeke ukubandakanya umthuthukisi.
Amathuluzi Okuthengisa e-AIIsilinganiso 7.6EngageLabI-EngageLab iyinkundla yokuxhumana namakhasimende nokwenza ukumaketha kube okuzenzakalelayo engaphansi kwe-Jiguang (AuroraMobile), ehlinzeka ngamakhono okufinyelela imilayezo ngeziteshi eziningi kumabhizinisi angena ezimakethe zakwamanye amazwe nakubathuthukisi emhlabeni wonke. Abasebenzisi bangathumela imilayezo ngeziteshi ezifana ne-AppPush, WebPush, Email, SMS, WhatsApp Business ne-OTP, futhi basebenzise uhambo lwamakhasimende olubonakalayo, ukuhlukaniswa kwabasebenzisi, ukuphathwa kwamathegi namadeshibhodi edatha ukuqhuba imisebenzi yokusebenza. Ilungele ukusetshenziswa ngokubambisana amaqembu ezokumaketha, omkhiqizo, osizo lwamakhasimende nabathuthukisi, ihlanganise ukutholwa kwamakhasimende, ukuwenza asebenze, ukuwagcina kanye nokuxhumana kwesevisi. Inkundla inikeza i-API ne-SDK ukuze kube lula ukuyixhuma ezinhlelweni zebhizinisi ezikhona. Ekusetshenzisweni kwangempela, kusadingeka ukucushwa nokuhlolwa ngokwendawo okuqondiswe kuyo, imithetho yesiteshi, imvume yabasebenzisi nokuqukethwe komlayezo.
Amathuluzi Okuhlela nge-AIIsilinganiso 8DataCampI-DataCamp iyinkundla eku-inthanethi egxile ekufundiseni amakhono esayensi yedatha nobuhlakani bokwenziwa, elungele abafundi ngabanye, ochwepheshe abasebenzayo, abantu abashintsha imisebenzi kanye namaqembu ezinkampani. Inkundla inikeza izifundo ngePython, R, SQL nokunye, ngokuvamile isebenzisa izincazelo zevidiyo ezimfushane, ukuzilolonga ngekhodi esipheqululini kanye nempendulo esheshayo. Abasebenzisi bangafunda ngezihloko noma balandele izindlela zemisebenzi ukuze bathole amakhono ahlobene kancane kancane. Inkundla iphinde inikeze ukufunda okusizwa yi-AI nezici zokuphatha ukufunda ezinkampanini, ezisetshenziselwa ukuchaza ikhodi, ukunikeza iziphakamiso zokufunda noma ukulandelela inqubekelaphambili yeqembu. Ezinye izinsiza zingasetshenziswa mahhala, kodwa izifundo ezigcwele nezinsizakalo zamaqembu zingadinga ukukhokhelwa; izifundo zihlanganisa izihloko eziningi, kodwa impumelelo yokufunda isancike emzamweni wokuzilolonga nasezingeni lesisekelo lomfundi.
Ukuqaphela inkulumo nge-AISmartSub – Ithuluzi ledeskithophu lomthombo ovulekile lokucubungula imibhalo engezansi yomsindo nevidiyo konke endaweni eyodwaI-SmartSub (妙幕) iyithuluzi ledeskithophu lomthombo ovulekile lokucubungula imibhalo engezansi yomsindo nevidiyo konke endaweni eyodwa. Leli thuluzi lihlanganisa lonke uhlelo lokusebenza lube kuhlelo olulodwa, lisebenzisa amamodeli endawo afana ne-Whisper, FunASR ne-Qwen3-ASR ukuguqula inkulumo ibe umbhalo ngaphandle kwe-inthanethi, lisekela izinsizakalo zokuhumusha ezingaphezu kuka-20 kanye nokuphimisa kwe-AI okunabalingiswa abaningi. Linomlandi wevidiyo eku-inthanethi owakhelwe ngaphakathi, lihambisana nezinkundla ezifana ne-B站 ne-YouTube, lisekela ukusheshiswa kwehadiwe okufana ne-NVIDIA CUDA ne-Apple Core ML, futhi lisebenza endaweni ku-Windows, macOS ne-Linux.
I-ejenti ye-AIMuse Glimmer – Imodeli yolimi enkulu enamapharamitha ayizigidi eziyizinkulungwane ezingu-30 evulwe yi-MetaIMuse Glimmer imodeli yolimi enkulu enamapharamitha ayizigidi eziyizinkulungwane ezingu-30 evulwe yi-Meta, eyenzelwe futhi yalungiselelwa ngokujulile ukuqhuba ama-Workflow e-Agent ahlala kudivayisi ubusuku nemini. Ngobuchwepheshe be-4bit quantization, imodeli ingasebenza kahle ku-GPU eyikhadi elilodwa elinememori engu-24GB noma ku-Apple Silicon (M4/M5 Max) enememori ehlanganisiwe engu-32GB, cishe ngaphandle kokuncipha kokusebenza. Ihlanganisa i-DFlash speculative decoding, efinyelela ekusheshiseni okufika ku-3.1x ku-hardware esezingeni eliphezulu njenge-RTX 5090, futhi isekela imisebenzi ye-multimodal efana nezingxoxo zesikhathi sangempela, ukubiza amathuluzi, ukukhiqiza ikhodi kanye nokucabanga ngezinyathelo eziningi. Ifanele abathuthukisi ngabanye, amabhizinisi amancane naphakathi, kanye nezimboni ezifana nezempilo nezezimali ezinezidingo eziphezulu zobumfihlo bedatha. Inikeza amandla e-AI asebenza kahle endaweni ngaphandle kwemfuneko enkulu yememori ye-GPU, futhi yonke idatha ihlala ngaphakathi kwedivayisi.
Amamodeli amakhulu e-AILing-3.0-tiny – imodeli yokucabanga exubile yemvelo eyethulwe yi-Ant LingI-Ling-3.0-tiny – imodeli yokucabanga exubile yemvelo eyethulwe yi-Ant Ling – iyimodeli esebenzisa ukwakheka kochwepheshe abaxubile abangenazinsiza (MoE), enamapharamitha angu-7.9B esewonke futhi esebenzisa cishe angu-1.3B kuphela ithokheni ngayinye, ihlose ukulinganisa kahle kokubala namandla aqinile okuveza ulwazi. Imodeli isekela ukubiza amathuluzi ngokwemvelo, futhi ingaqondisa ngokuqondile ukulawulwa kwe-UI yesiphequluli kanye nemisebenzi yokuzenzakalela kumadivayisi eselula. Iphinde isekele ukucabanga okwenziwa ngokuphelele endaweni, ngakho ingasebenza ngaphandle kokuncika efwini. Izinzuzo zayo eziyinhloko zihlanganisa ukukhanya ngokwedlulele, ukubeka ubumfihlo kuqala kanye namandla emvelo okusebenzisa amathuluzi, okuyenza ifaneleke kakhulu izimo zokuthunyelwa kumadivayisi asemaphethelweni nasemaphethelweni enezinsiza ezilinganiselwe. Ukusetshenziswa okujwayelekile kufaka abasizi abahlakaniphile abangaxhunyiwe ku-inthanethi kumadivayisi eselula, ukuzenzakalela kweziphequluli, ukuphathwa kolwazi lwasendaweni (njengokuhlanganiswa ne-obsidian-cli), kanye nezinsizakalo ze-AI ezithobela imithetho ezinkampanini ezisebenzisa amanethiwekhi angaphakathi noma amakhompyutha okulawula izimboni.
Amamodeli amakhulu e-AISeedRealtime – Imodeli yomdabu ye-full-duplex yomsindo nevidiyo eyethulwe yi-ByteDanceI-SeedRealtime – imodeli yomdabu ye-full-duplex yomsindo nevidiyo eyethulwe yi-ByteDance, iyimodeli yomdabu ye-full-duplex yomsindo nevidiyo eyethulwe ithimba le-ByteDance Seed. Ihlanganisa umsindo, ividiyo nombhalo ngokwemvelo ngaphansi kwesakhiwo esihlanganisiwe, ukuze ikwazi ukuxhumana kwesikhathi sangempela kwe-multimodal ngokubuka, ukulalela nokukhuluma ngesikhathi esisodwa. Imisebenzi yayo esemqoka ihlanganisa ukuqonda okuhlangene komsindo nevidiyo, ikhono lokuxhumana ngokuqhubekayo, ukuhamba kwengxoxo okushelelayo kanye nokubona izigcawu ezinabantu abaningi. Ingasebenzisa isimo esibonakalayo ukuqeda ukungaqondakali kwamagama aphinyiselwa ngokufanayo, ikhumbuze abasebenzisi ngokuqhubekayo lapho isimo esikrinini sishintsha, ihlukanise izingxoxo zabanye abantu nomsindo wangemuva ezindaweni ezinomsindo, futhi iqhubeke ihlobanisa izwi lomuntu ngamunye nobunikazi bakhe. Imodeli isebenzisa ukumodela okuhlanganisiwe kusukela ekuqaleni kuze kube sekugcineni kanye nendlela yomdabu yokuxhumana kwe-full-duplex, ngaleyo ndlela igweme ukulahleka kolwazi nokunqwabelana kokubambezeleka ezinhlelweni ezixhunywe ngezigaba. Isivele yethulwe kubo bonke abasebenzisi bohlelo lwe-Doubao App, yaba umkhiqizo wokuqala we-AI womsindo nevidiyo we-full-duplex osetshenziswe ngezinga elikhulu embonini.