Azɔ mina mawɔ blog me nya la. Wonɔ te ɖe nyatakaka siwo le dutoƒo tso Qwen3.5 ŋu tso Alibaba ƒe Qwen ƒuƒoƒoa gbɔ (si woɖe ɖe go le ƒe 2025 me) dzi, maŋlɔ SEO nyati si de pɛpɛpɛ, si me kɔ. HTML ƒe ŋutilã me nyawo bliboa na blog me nya lae nye esi: --- .

Qwen3.5: Yi Native Multimodal Agents gbɔ

Qwen3.5 tsi tre ɖi na Alibaba Cloud ƒe titri si didi wu le AI me vaseɖe fifia — gɔmeɖoanyi ƒe kpɔɖeŋuwo ƒe ƒome si wotu tso gɔmedzedzea me be woawɔ dɔ tso nuŋɔŋlɔ, nɔnɔmetata, odio, kple video ŋu le xɔtuɖaŋu ɖeka si wɔ ɖeka me. Le esi teƒe be Qwen3.5 natsɔ mɔnu vovovowo ƒe ŋutetewo abla ɖe gbegbɔgblɔ ɖeɖeko ƒe megbeƒu dzi la, ewɔa nu ɖe mɔnu ɖesiaɖe ŋu abe dukɔmevi gbãtɔ ene, si wɔnɛ be AI dɔwɔlawo ƒe hatsotso yeye aɖe si ate ŋu akpɔ, ase, axlẽ, eye wòawɔ nu le wo ɖokui si.

Nukae Na Qwen3.5 nye "Dzigbe" Multimodal Model?

Dzidzime siwo va yi ƒe multimodal AI zi geɖe la, woɖoa ŋu ɖe adapter layers ŋu — encoder vovovowo hena nukpɔkpɔ alo odio siwo wotsɔa lãgbalẽ wɔe ɖe gbegbɔgblɔ ƒe kpɔɖeŋu gã aɖe dzi le hehexɔxɔ vɔ megbe. Qwen3.5 gblẽa nu le kpɔɖeŋu ma ŋu. Eƒe xɔtuɖaŋu nye natively multimodal, si fia be kpɔɖeŋua srɔ̃a nɔnɔmetatawo ɖekae le nuŋɔŋlɔ, nɔnɔmetata, odio, kple video me le do ŋgɔ na hehexɔxɔ me tsɔ wu to post-hoc alignment me.

Aɖaŋuɖoɖo ƒe tiatia sia le vevie ŋutɔ. Esi wònye be modalities katã ma transformer backbone kple attention mechanism ɖeka ta la, model la tu cross-modal gɔmesese si me kesinɔnuwo le wu ɖo. Ate ŋu abu tame le nɔnɔmetata aɖe si le PDF me ŋu esime wòle mɔfiame siwo wogblɔ tso nɔnɔmetata ma ŋu ŋlɔm le ɣeyiɣi ɖeka me — nyatakaka ƒe aŋetu si adapter-based systems to vɛ la manɔmee. Nusi dona tso eme nyea emetsonu siwo le bɔbɔe wu, siwo wɔ ɖeka wu ne dɔwo lɔ nyawo tsɔtsɔ de eme ƒomevi geɖewo ɖe eme zi ɖeka.

Alibaba ƒe Qwen ƒuƒoƒoa ɖe Qwen3.5 ɖe go le parameter ƒe lolome vovovowo me, si yi open-weight ƒe kɔnyinyi si na Qwen ƒe tata siwo do ŋgɔ xɔ ŋkɔ na dɔwɔlawo kple dɔwɔƒewo siaa dzi. Mɔnukpɔkpɔ sia le vevie ŋutɔ: enaa asitsahawo ƒe lolome ɖesiaɖe be woatrɔ asi le mɔnu vovovowo ƒe dɔwɔnu sesẽwo ŋu nyuie eye woaɖo wo ɖe woawo ŋutɔ ƒe xɔtuɖoɖowo dzi.

Aleke Qwen3.5 Doa AI Dɔwɔla ƒe Ŋutetewo ɖe ŋgɔe?

Tanya sue si nye "Towards Native Multimodal Agents" ɖee fia be míeɖoe koŋ trɔ le alesi míebua kpɔɖeŋu gãwo ŋui me. Qwen3.5 menye chatbot si ateŋu akpɔ nɔnɔmetatawo ko o — enye agent framework. Kpɔɖeŋua de dɔwɔnu zazã ƒe susuŋudɔwɔwɔ si wotu ɖe eme, dɔwɔwɔ yɔyɔ, kple emetsonu ƒe dzidzime si woɖo ɖe ɖoɖo nu si na wòwɔa dɔ le eɖokui si le dɔwɔwɔ ƒe ɖoɖo sesẽwo me.

Ŋutete vevi siwo ɖea Qwen3.5 ƒe dɔwɔla ƒe nuwɔna gɔme dometɔ aɖewoe nye:

ƒe nyawo
• Dɔwɔnu ƒe ɖoɖo si trɔna zi geɖe: Qwen3.5 ateŋu awɔ ɖoɖo ɖe afɔɖeɖe geɖe ƒe dɔwo ŋu ahawɔ wo to kɔsɔkɔsɔ ƒe API yɔyɔwo, nyatakakadzraɖoƒe ƒe biabiawo, kple kɔdawo wɔwɔ me — asitɔtrɔ le eƒe ɖoɖoa ŋu le ɣeyiɣi ŋutɔŋutɔ me le domedome emetsonuwo nu.
• Nukpɔkpɔ ƒe anyigbadzidzedze kple GUI ƒe kadodo: Kpɔɖeŋua ateŋu aɖe screenshots gɔme, ade dzesi UI ƒe akpawo, eye wòawɔ click alo input ƒe nuwɔna siwo sɔ pɛpɛpɛ, si aʋu ʋɔtru na browser-based kple desktop automation agents.
• Nuŋububu le nya siwo ƒo xlãe didi me: Ne wotsɔ nya siwo ƒo xlãe ƒe fesre siwo keke ta la, Qwen3.5 wɔa nuŋlɔɖi didiwo, video ƒe ɖoɖo siwo keke ta, kple dzeɖoɖo didiwo ŋudɔ evɔ megblẽa ɖekawɔwɔ me o alo meŋlɔa mɔfiame siwo do ŋgɔ be o.
• Tamebubu ƒe mɔnu vovovowo: Le tamebubu-mɔnu ƒe nu yeye si tso Qwen3 me tutuɖo me la, kpɔɖeŋua ateŋu atrɔ le ŋuɖoɖo kabakaba, si woateŋu akpɔ kple susu goglo, si le kɔsɔkɔsɔ me dome le dɔwɔwɔ ƒe sesẽ nu.
• Gbe geɖe dodo kple kɔdawo dodo nyuie: Dɔwɔwɔ sesẽ le gbegbɔgblɔ kple ɖoɖowɔɖi ƒe ɖoɖo gbogbo aɖewo me na Qwen3.5 wɔa dɔ na xexeame katã ƒe dɔwɔƒewo ƒe dɔwɔwɔ kple dɔwɔlawo ƒe dɔwɔnuwo.

ƒe nyawo

Ŋutete siawo ƒoa ƒu be Qwen3.5 nasɔ na xexeame ŋutɔŋutɔ ƒe dɔwɔlawo ƒe dɔwɔwɔ — tso asisiwo ƒe kpekpeɖeŋunaɖoɖo siwo wowɔna le wo ɖokui si siwo xlẽa nuŋlɔɖiwo eye wokpɔa screen recordings dzi, va ɖo numekuku kpeɖeŋutɔ siwo ƒoa nyatakakawo nu ƒu ɖe nuŋɔŋlɔ, nɔnɔmetatawo, kple odio gbebiamewo me.

Nukatae Native Multimodality Le Vevie na Asitsadɔwo?

Le egbegbe dɔwɔƒewo gome la, ƒã hafi nyatakakawo va ɖona le nɔnɔme ɖeka me. Nudzadzra ƒe mɔ̃ aɖe lɔ e-mail (nuŋɔŋlɔ), nusiwo wowɔ ƒe wɔwɔfia (video), nubabla siwo wode asi (nɔnɔmetata siwo woɖe scan), kple amesiwo kpɔ gome le eme ƒe kaƒoƒo (odio) ɖe eme. AI dɔwɔnu siwo wozãna tsã zi ƒuƒoƒowo dzi be woazã kpɔɖeŋu vovovowo na mɔnu ɖesiaɖe, si wɔa dɔwɔwɔ ƒe ɖoɖo siwo me mama le kple ƒoƒo ɖekae ƒe gazazã.

ƒe nyawo

Native multimodal models abe Qwen3.5 ene ɖea alesi wòhiã be woatsɔ taɖodzinu ɖeka ƒe AI dɔwɔnuwo aƒo ƒu ɖekae ɖa. Ne kpɔɖeŋu ɖeka ateŋu axlẽ wò adzɔxegbalẽviwo, akpɔ wò hehenana videowo, eye wòaŋlɔ wò kpekpewo la, automation stack bliboa mu zua ƒuƒoƒo ɖeka, si ŋu kakaɖedzi le wu — eye afimae dɔwɔwɔ ƒe nyonyome ŋutɔŋutɔ dzea egɔme tsoe.

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ƒe nyawo

Nuwɔwɔ ɖekae sia le vevie le dzidzenu nu. Asitsaha siwo le dɔ wɔm le mɔ̃wo abe Mewayz — si wɔa dɔwɔɖoɖo 207 ɖekae xoxo tso CRM dzi va ɖo dɔa dzikpɔkpɔ dzi — se ŋusẽ si le nusianu ƒe anyinɔnɔ ɖe teƒe ɖeka ŋu gɔme. Ne AI zɔ ɖe xexemenunya ma ke dzi la, viɖe siwo dona tso dɔwɔwɔ nyuie me la lolo ŋutɔ. Le esi teƒe be woakpɔ AI dzrala atɔ̃ dzi la, ƒuƒoƒowo ateŋu aɖo mɔnu vovovowo ƒe megbeƒu ɖeka si kpɔa nuŋlɔɖiwo ƒe dɔwɔwɔ, nukpɔkpɔ ƒe nyonyome me toto, dɔwɔwɔ si wotu ɖe gbe dzi, kple nyatakaka nana le nunya me le mɔ̃ ɖeka me.

Aleke Qwen3.5 Sɔ Kple Liƒo ƒe Kpɔɖeŋu Bubuwo?

AI ƒe teƒe si wowɔna le mɔ vovovowo nu le ƒe 2025 me kple vaseɖe ƒe 2026 me va zu hoʋiʋli sesẽ. OpenAI ƒe GPT-4o, Google ƒe Gemini 2.0 ƒomea, kple Anthropic ƒe Claude ƒe kpɔɖeŋuwo katã naa mɔnu vovovowo ƒe ŋutetewo. Afisi Qwen3.5 to vovo le enye le kpekpeme siwo le ʋuʋu ɖi, dzɔdzɔme (menye bolted-on) multimodality, kple sesẽ agentic tool-use out of the box ƒe ƒuƒoƒo me.

Dzesidede emetsonuwo ɖee fia be Qwen3.5 le ho ʋlim le etame alo te ɖe eŋu le dodokpɔ deŋgɔwo katã me le gbegbɔgblɔ gɔmesese, akɔntabubu ƒe nuŋububu, kɔdadzidzi, nɔnɔmetata gɔmesese, kple video gɔmesese me. Ðewohĩ vevietɔ wu na dɔwɔƒewo ƒe xɔlawo, mɔɖegbalẽnana si ƒe kpekpeme le ʋuʋu ɖi fia be habɔbɔwo ateŋu awɔ Qwen3.5 le ame ŋutɔ ƒe xɔtuɖoɖowo dzi — viɖe vevi aɖe na dɔwɔƒe siwo si nyatakakawo ƒe ɖokuisinɔnɔ ƒe nudidi sesẽwo le abe ganyawo, lãmesẽnyawo, kple dziɖuɖu ene.

Kpɔɖeŋua ƒe agentic design xexemenunya hã na wòto vovo. Togbɔ be hoʋlila geɖewo bi ɖe nyabiasewo ŋuɖoɖo zi ɖeka me hã la, wowɔ Qwen3.5 na dɔwɔwɔ si nɔa anyi ɖaa, si trɔna zi geɖe afisi kpɔɖeŋua léa nɔnɔme me ɖe asi, zãa dɔwɔnuwo, eye wòtrɔa asi le eƒe aɖaŋu ŋu le kadodo siwo keke ta me.

Nukae Etsɔme Ahe Na Multimodal AI Agents?

Qwen3.5 menye nuwuƒe o ke boŋ mɔzɔzɔ ƒe dzesi. "Towards" si le eƒe subtitle me la nye esi woɖoe koŋ wɔ — míegakpɔtɔ le ta gbãtɔwo me le nusi native multimodal agents ava zu ŋu. Anɔ eme be ŋgɔyiyi siwo ava kpuie la dometɔ aɖewoe nye ɖekawɔwɔ deto kple robotwo kple xexeme ŋutɔŋutɔ ƒe sensorwo, ɣeyiɣi ŋutɔŋutɔ me streaming multimodal interaction, kple ŋkuɖodzinu kple ɖoɖowɔwɔ ƒe ɖoɖo deŋgɔ siwo ana dɔwɔlawo nakpɔ kwasiɖa geɖe ƒe dɔwo dzi le wo ɖokui si.

Le asitsalawo gome la, nusi woatsɔ awɔ dɔe la me kɔ: ele be dɔwɔnu siwo nàtia egbea nanɔ klalo na AI-dukɔmeviwo ƒe dɔwɔwɔ etsɔ. Mɔ̃ siwo tsɔa asitsadɔwo ƒe dɔwɔwɔwo ɖoa teƒe ɖeka xoxo la ɖoa woƒe zãlawo be woatsɔ multimodal agents ade eme bɔbɔe, tsɔ wu be woagbugbɔ aɖo ɖoɖo siwo metso kadodoa me o le nyateƒea megbe.

Nyabiase Siwo Wobiana Enuenu

Ðe Qwen3.5 nye dzɔtsoƒe si le ʋuʋu ɖi eye woate ŋu azãe faaa?

Qwen3.5 woɖe ɖe go abe ʋu ƒe kpekpeme ƒe kpɔɖeŋu ene to Alibaba Cloud ƒe Qwen ƒuƒoƒoa dzi, yi mɔnu si woɖo kple Qwen2 kple Qwen3 dzi. Woate ŋu awɔ model weights la ƒe kɔpi faa eye woate ŋu atsɔ wo ade ame ŋutɔ ƒe xɔtuɖoɖowo dzi. Mɔɖegbalẽnana ƒe ɖoɖo tɔxɛwo toa vovo le kpɔɖeŋu ƒe lolome nu, eyata ele be dɔwɔƒewo nato mɔɖegbalẽa me na woƒe tɔtrɔ si wotia, gake Qwen ƒe hatsotso la nɔ liƒodzi kpɔɖeŋu ƒome siwo ŋu mɔɖegbalẽ le wu dome, si do alɔ numekuku kple asitsatsa siaa zazã.

Aleke Qwen3.5 to vovo tso Qwen3 gbɔ?

Togbɔ be Qwen3 to tamebubumɔnu vovovowo kple gbegbɔgblɔ-kple-nuŋububu ƒe ŋutete sesẽwo vɛ hã la, Qwen3.5 doa xɔtuɖaŋua ɖe dzi va ɖoa dzɔdzɔmeŋutete vovovowo gbɔ. Esia fia be wowɔa dɔ tso nuŋɔŋlɔ, nɔnɔmetata, odio, kple video ŋu to kpɔɖeŋu ɖekawɔwɔ dzi tso do ŋgɔ na hehexɔxɔ dzi — wometsɔa wo kpena ɖe eŋu abe ŋutete evelia ene o. Qwen3.5 hã doa ŋusẽ agent ƒe nɔnɔmewo ŋutɔ abe dɔwɔnu zazã, dɔwɔwɔ yɔyɔ, GUI ƒe kadodo, kple afɔɖeɖe geɖe ƒe dɔwɔwɔ ƒe ɖoɖowɔwɔ, si wɔe be wotue ɖe taɖodzinu nu na ɖokuisinɔnɔ ƒe AI dɔwɔla ƒe dɔwɔwɔ ƒe ɖoɖowo.

Ðe mateŋu atsɔ Qwen3.5 awɔ ɖeka kple nye asitsamɔnu si li fifiaa?

Ẽ. Qwen3.5 doa alɔ API-dzidzenu ƒe dɔwɔwɔ eye wòsɔ kple subɔsubɔ ƒe ɖoɖo xɔŋkɔwo abe vLLM, Ollama, kple Hugging Face Transformers ene. Le asitsaha siwo zãa dɔwɔɖoɖo si le ɖeka me xoxo abe Mewayz ene gome la, woateŋu atsɔ mɔnu vovovowo ƒe AI ŋutetewo aƒo ƒu ɖe modules siwo li fifia me — nuŋlɔɖiwo me dzodzro le wo ɖokui si le wò CRM me, gɔmesesewo wɔwɔ tso nyadzɔdzɔgblɔmɔ̃ siwo woda ɖe Internet dzi le dɔa dzikpɔkpɔ me, alo ŋusẽdodo asisiwo ƒe kadodo siwo me nunya le to mɔnuwo dzi.

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ƒe nyawo

Tɔtrɔ yi native multimodal AI agents gbɔ le kabakabam, eye asitsaha siwo le nɔnɔme nyuitɔ me be woakpɔ viɖe tso emee nye esiwo le dɔ wɔm xoxo tso ɖoɖo ɖeka dzi. Mewayz tsɔa modules 207 — tso CRM kple fexexe dzi va ɖo dɔa dzikpɔkpɔ kple asitsatsa ƒe nuwo wɔwɔ le wo ɖokui si dzi — va zu asitsadɔ ƒe OS ɖeka si dzi ezãla siwo wu 138,000 ka ɖo. Tu wò dɔwɔwɔ si sɔ na AI egbea. Dze egɔme kple Mewayz eye nàkpɔ alesi dɔwɔwɔ ƒe ɖoɖo si wowɔ ɖekae na be AI ƒe dzidzime si gbɔna la xɔxlɔ̃ nanye nusi me kuxi aɖeke mele o.