Tsopano ndiroleni nditulutse positi yabulogu. Kutengera zomwe zikupezeka pagulu za Qwen3.5 kuchokera ku gulu la Alibaba's Qwen (lotulutsidwa mu 2025), ndilemba zolondola, zatsatanetsatane za SEO. Nayi zolemba zonse za HTML pabulogu: ---

Qwen3.5: Kupita kwa Native Multimodal Agents

Qwen3.5 ikuyimira Alibaba Cloud yemwe ali ndi chidwi chodumphadumpha mu AI panobe - banja lamitundu yoyambira yomangidwa kuchokera pansi mpaka kukonza zolemba, zithunzi, zomvera, ndi makanema mkati mwa kamangidwe kamodzi kogwirizana. M'malo momangirira luso lamitundu yambiri pa msana wolankhula chilankhulo chokha, Qwen3.5 imagwiritsa ntchito njira iliyonse ngati nzika yoyamba, kupangitsa gulu latsopano la othandizira a AI omwe amatha kuwona, kumva, kuwerenga, ndi kuchita mwachibadwa.

Nchiyani Chimapangitsa Qwen3.5 kukhala "Native" Multimodal Model?

Mibadwo yam'mbuyo ya ma multimodal AI nthawi zambiri inkadalira ma adapter layers - ma encoder osiyana kuti awone kapena mawu omangika pamitundu yayikulu mukamaliza maphunziro. Qwen3.5 imasweka kuchokera ku chitsanzo chimenecho. Kamangidwe kake ndi kachitidwe kosiyanasiyana, kutanthauza kuti chitsanzochi chimaphunzira molumikizana zoyimira pazithunzi, zithunzi, zomvera, ndi makanema panthawi yophunzitsidwa isanakwane.

Kusankha kopanga uku kuli ndi tanthauzo lalikulu. Chifukwa njira zonse zimagawana msana wa thiransifoma womwewo komanso makina osamala, mtunduwo umakulitsa kumvetsetsa kwamitundu yosiyanasiyana. Itha kulingalira za tchati mkati mwa PDF pomwe ikulembanso malangizo olankhulidwa pa tchaticho - popanda chidziwitso chomwe makina otengera adaputala amayambitsa. Zotsatira zake zimakhala zomveka bwino, zotulukapo zogwirizana ngati ntchitoyo iphatikiza mitundu ingapo yolowetsa nthawi imodzi.

Gulu la Qwen la Alibaba latulutsa Qwen3.5 mumitundu ingapo, kupitiliza miyambo yolemetsa yomwe idapangitsa kuti Qwen atulutse kutchuka ndi opanga komanso mabizinesi ofanana. Kufikika kumeneku n'kofunika kwambiri: kumalola mabizinesi amitundu yonse kuti asinthe bwino ndikuyika othandizira amphamvu pamapangidwe awo.

Kodi Qwen3.5 Imatsogola Bwanji Zothandizira AI?

Mawu ang'onoang'ono akuti "Towards Native Multimodal Agents" akuwonetsa kusintha kwadala momwe timaganizira zamitundu yayikulu. Qwen3.5 sichatbot yomwe imatha kuyang'ana zithunzi - ndi chimango cha wothandizira. Mtunduwu umaphatikizanso malingaliro ogwiritsira ntchito zida, kuyimba ntchito, ndi kupanga zotulutsa zomwe zimalola kuti zizigwira ntchito mwachisawawa mkati mwazovuta zantchito.

Kuthekera kofunikira komwe kumatanthawuza machitidwe a Qwen3.5 ndi awa:

• Kuimba kwa zida zotembenuza zambiri: Qwen3.5 ikhoza kukonzekera ndikuchita ntchito zamasitepe angapo polumikiza mafoni a API, mafunso a database, ndi kachitidwe ka code — kusintha dongosolo lake munthawi yeniyeni kutengera zotsatira zapakatikati.
• Mawonekedwe apansi ndi kuyanjana kwa GUI: Mtunduwu ukhoza kutanthauzira zowonera, kuzindikira zinthu za UI, ndi kupanga zodina kapena kulowetsa mwatsatanetsatane, kutsegulira chitseko kwa othandizira otengera msakatuli ndi makina apakompyuta.
• Kulingalira kwachinthu chachitali: Ndi mawindo owonjezera, Qwen3.5 imapanga zolemba zazitali, kutsatizana kwamavidiyo, ndi zokambirana zazitali popanda kutaya mgwirizano kapena kuiwala malangizo oyambirira.
• Maganizidwe osakanizidwa: Pogwiritsa ntchito luso la kulingalira kuchokera ku Qwen3, chitsanzochi chingathe kusinthana pakati pa mayankho ofulumira, mwachidziwitso ndi kulingalira mozama, motsatira ndondomeko kutengera zovuta za ntchito.
• Kulankhula zilankhulo zambiri ndi ma code: Kuchita mwamphamvu m'zilankhulo zambirimbiri ndi machitidwe amapulogalamu kumapangitsa Qwen3.5 kukhala yothandiza pamabizinesi apadziko lonse lapansi komanso zida zamapulogalamu.

Kuthekera kumeneku kumasinthasintha kuti Qwen3.5 ikhale yoyenera kutumizidwa padziko lonse lapansi - kuchokera ku makina othandizira makasitomala omwe amawerenga zikalata ndi zojambulira pa skrini, mpaka kukafufuza othandizira omwe amaphatikiza zambiri pamawu, ma chart, ndi zoyankhulana zomvera.

Nchifukwa Chiyani Native Multimodality Ndi Yofunika Pama Bizinesi?

Kwa mabizinesi amakono, deta sifika kawirikawiri m'njira imodzi. Njira yogulitsira imaphatikizapo maimelo (zolemba), ziwonetsero zazinthu (kanema), mapangano osainidwa (zithunzi zosakanizidwa), ndi mafoni okhudzidwa (mawu). Zida zachikhalidwe za AI zimakakamiza magulu kuti agwiritse ntchito mitundu yosiyana pamtundu uliwonse, kupanga mayendedwe ogawika komanso ophatikizana.

Mitundu yamitundu yosiyanasiyana ngati Qwen3.5 imachotsa kufunikira kolumikiza zida za AI za cholinga chimodzi. Mtundu umodzi ukatha kuwerenga ma invoice anu, kuwonera mavidiyo anu ophunzitsira, ndi kulemba misonkhano yanu, zotengera zonse zimagwera m'gawo limodzi, lodalirika kwambiri - ndipo ndipamene ntchito yeniyeni imayambira.

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Kuphatikizikaku ndikofunikira pamlingo waukulu. Mabizinesi omwe akugwira ntchito pamapulatifomu monga Mewayz - omwe amagwirizanitsa kale ma modules 207 ogwira ntchito kuchokera ku CRM kupita ku kayendetsedwe ka polojekiti - kumvetsetsa mphamvu yokhala ndi chirichonse pamalo amodzi. Pamene AI ikutsatira filosofi yomweyi, kupindula kophatikizana kumakhala kwakukulu. M'malo moyang'anira ogulitsa asanu a AI, magulu amatha kuyika msana umodzi wa multimodal womwe umagwira ntchito yokonza zolemba, kuyang'ana khalidwe lachiwonekedwe, kupanga ntchito pogwiritsa ntchito mawu, ndi malipoti anzeru paipi imodzi.

Kodi Qwen3.5 Imafananiza Bwanji ndi Zitsanzo Zina Zakutsogolo?

Danga la multimodal AI mu 2025 mpaka 2026 lakhala lopikisana kwambiri. OpenAI's GPT-4o, banja la Google la Gemini 2.0, ndi mitundu ya Anthropic ya Claude zonse zimapereka kuthekera kosiyanasiyana. Kumene Qwen3.5 imadzisiyanitsa yokha ndi kuphatikiza zolemera zotseguka, zamitundumitundu (zopanda bolted) multimodality, komanso kugwiritsa ntchito zida zamphamvu kunja kwa bokosi.

Zotsatira za benchmark zikuwonetsa Qwen3.5 ikupikisana pamwamba kapena pafupi pamwamba pakuwunika kokhazikika pakumvetsetsa chilankhulo, kulingalira masamu, kupanga ma code, kumvetsetsa zithunzi, komanso kumvetsetsa kwamakanema. Mwinanso chofunikira kwambiri kwa otengera mabizinesi, kupereka zilolezo zowoneka bwino kumatanthauza kuti mabungwe atha kuyendetsa Qwen3.5 pazitukuko zachinsinsi - mwayi wotsimikizika wamafakitale omwe ali ndi zofunikira pakuyimira deta monga zachuma, chisamaliro chaumoyo, ndi boma.

Nzeru zamapangidwe amtundu wamtunduwu zimasiyanitsanso. Ngakhale opikisana nawo ambiri amapambana pakuyankha kwa funso limodzi, Qwen3.5 idapangidwa kuti igwire ntchito mosalekeza, mosinthana mosiyanasiyana pomwe mtunduwo umakhalabe ndi boma, umagwiritsa ntchito zida, ndikusintha njira zake pazolumikizana zambiri.

Kodi Tsogolo Lili Lotani kwa Multimodal AI Agents?

Qwen3.5 simapeto koma chizindikiro cha njira. "Kulozera" m'mawu ake ang'onoang'ono ndimwadala - tikadali m'machaputala oyambirira a zomwe ma multimodal agents adzakhala. Zomwe zikuchitika posachedwa ziphatikizepo kuphatikiza kwakuya ndi ma robotic ndi masensa amtundu wapadziko lapansi, kusakanikirana kwapanthawi yeniyeni kwa ma multimodal, komanso kukumbukira komanso kukonza njira zotsogola zomwe zimalola othandizira kuti aziyendetsa ntchito za milungu ingapo mwachisawawa.

Kwa mabizinesi, zotengera zomwe zimagwira ndi zomveka: zida zomwe mumasankha lero ziyenera kukhala zokonzekera ntchito zamtundu wa AI mawa. Mapulatifomu omwe amayika kale mayendedwe abizinesi apakati amayika ogwiritsa ntchito awo kuti azilumikiza ma multimodal agents mosasunthika, m'malo mobwezeretsanso makina olumikizidwa pambuyo pake.

Mafunso Ofunsidwa Kawirikawiri

Kodi Qwen3.5 ndi gwero lotseguka komanso laulere kugwiritsa ntchito?

Qwen3.5 imatulutsidwa ngati chitsanzo chotseguka ndi gulu la Alibaba Cloud la Qwen, kupitiriza njira yomwe inakhazikitsidwa ndi Qwen2 ndi Qwen3. Miyezo yachitsanzo imapezeka kwaulere kuti itsitsidwe ndipo imatha kutumizidwa pazida zapadera. Malayisensi apadera amasiyana malinga ndi kukula kwachitsanzo, choncho mabizinesi akuyenera kuunikanso laisensi ya mtundu womwe wasankha, koma mndandanda wa Qwen wakhala m'gulu la mabanja achitsanzo omwe ali ndi chilolezo, kuchirikiza kafukufuku ndi kugwiritsa ntchito malonda.

Kodi Qwen3.5 ikusiyana bwanji ndi Qwen3?

Pamene Qwen3 inayambitsa kuganiza kosakanizidwa komanso luso lamphamvu la chilankhulo komanso kulingalira, Qwen3.5 imakweza kamangidwe kake kukhala kamitundu yosiyanasiyana. Izi zikutanthauza kuti zolemba, zithunzi, zomvera, ndi makanema zimakonzedwa kudzera munjira yolumikizana kuyambira pakuphunzitsidwa kupita patsogolo - osawonjezedwa ngati mphamvu zachiwiri. Qwen3.5 imalimbitsanso kwambiri zinthu zogwirira ntchito monga kugwiritsa ntchito zida, kuyitana kwa ntchito, kulumikizana kwa GUI, ndikukonzekera masitepe angapo, ndikupangitsa kuti ikhale yopangidwa ndi ntchito yodziyimira payokha ya AI.

Kodi ndingaphatikize Qwen3.5 papulatifomu yanga yomwe ilipo kale?

Inde. Qwen3.5 imathandizira kutumizidwa kochokera ku API ndipo imagwirizana ndi machitidwe otchuka monga vLLM, Ollama, ndi Hugging Face Transformers. Kwa mabizinesi omwe akugwiritsa ntchito kale makina ogwiritsira ntchito amtundu umodzi ngati Mewayz, kuthekera kwa multimodal AI kumatha kuikidwa m'magawo omwe alipo - kusanthula zolemba pawokha mu CRM yanu, kutulutsa zidziwitso kuchokera ku media zomwe zidakwezedwa pakuwongolera projekiti, kapena kulimbikitsa kulumikizana kwamakasitomala anzeru pamakina onse.

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Kusintha kwa ma AI amtundu wa multimodal akuchulukirachulukira, ndipo mabizinesi omwe ali pabwino kwambiri ndi omwe akugwira ntchito kale kuchokera papulatifomu yolumikizana. Mewayz imabweretsa ma module a 207 - kuchokera ku CRM ndi invoicing kupita ku kasamalidwe ka polojekiti ndi makina opangira malonda - mu bizinesi imodzi ya OS yodalirika ndi ogwiritsa ntchito oposa 138,000. Pangani ntchito yanu yokonzekera AI lero. Yambitsani ndi Mewayz ndikuwona momwe mayendedwe ophatikizika amapangira kutengera m'badwo wotsatira wa AI wopanda msoko.