Zvino regai ndibudise iyo blog post. Zvichienderana neruzivo rwunowanikwa pachena nezveQwen3.5 kubva kuAlibaba's Qwen timu (yakaburitswa muna 2025), ndichanyora yakarurama, yakazara SEO chinyorwa. Heino yakazara HTML muviri wemukati weiyo blog post: ---

Qwen3.5: Kuenda kune Native Multimodal Agents

Qwen3.5 inomiririra kusvetuka kweAlibaba Cloud kwakanyanya muAI nanhasi - mhuri yemhando dzenheyo dzakavakwa kubva pasi kuti dzigadzirise mameseji, mifananidzo, odhiyo, uye vhidhiyo mukati meimwe yekuvaka yakabatana. Pane kurovera hunyanzvi hwemhando dzakasiyana-siyana kumusana wemutauro chete, Qwen3.5 inobata maitiro ese semugari wepamusoro, ichigonesa kirasi itsva yevashandi veAI vanogona kuona, kunzwa, kuverenga, uye kuita zvekuzvarwa.

Chii Chinoita Kuti Qwen3.5 ive "Native" Multimodal Model?

Zvizvarwa zvakapfuura zvemultimodal AI zvaiwanzovimba neadapter layers - maencoder akasiyana ekuona kana odhiyo anonamirwa pamhando yemutauro mukuru mushure mekudzidziswa. Qwen3.5 inotyora kubva patani iyo. Mavakirwo ayo ndeerudzi rwemultimodal, zvichireva kuti modhi iyi yakabatana inodzidza zvinomiririra pane zvese zvinyorwa, mufananidzo, odhiyo, uye vhidhiyo panguva yepre-kudzidziswa kwete kuburikidza ne post-hoc alignment.

Iyi sarudzo yekugadzira ine zvakakosha. Nekuti ese modalities anogovana imwechete yekushandura musana uye yekutarisisa mashini, iyo modhi inovandudza yakapfuma muchinjiko-modal kunzwisisa. Inogona kufunga nezvechati mukati mePDF uku panguva imwe chete ichinyora mirairo inotaurwa nezve chati iyo - pasina ruzivo rwebhodhoro rinounzwa neadapter-based system. Mhedzisiro yacho yakapfava, inopindirana zvinobuda kana mabasa achibatanidza marudzi ekuisa akawanda panguva imwe chete.

Chikwata cheAlibaba cheQwen chakaburitsa Qwen3.5 muhukuru hwakawanda, ichienderera mberi netsika yakavhurika-huremu iyo yakaita kuti Qwen yapfuura abudise mukurumbira nevagadziri uye mabhizinesi zvakafanana. Kuwanikwa uku kwakakosha: kunobvumira mabhizimisi emhando dzose kuti agadzirise uye atumire maajenti ane simba akawanda pazvivakwa zvavo.

Ko Qwen3.5 Inosimudzira Sei AI Agent Kugona?

Musoro wekuti "Towards Native Multimodal Agents" unoratidza shanduko nemaune mumafungire atinoita mamodheru makuru. Qwen3.5 haingori chatbot inogona kutarisa mapikicha - inhengo yeagent. Iyo modhi inosanganisa yakavakirwa-mukati turusi-kushandisa kufunga, basa kufona, uye yakarongeka inobuda chizvarwa inoita kuti ishande yakazvimiririra mukati mekuoma kwemabasa.

Zvakakosha zvinotsanangura maitiro eQwen3.5 anosanganisira:

• Multi-turn tool orchestration: Qwen3.5 inokwanisa kuronga nekuita mabasa ane nhanho dzakawanda nekubatanidza maAPI mafoni, mibvunzo yedatabase, nekuita kwekodhi - kugadzirisa hurongwa hwayo munguva chaiyo zvichienderana nemigumisiro yepakati.
• Kuona pasi uye kupindirana kweGUI: Mutevedzeri unogona kududzira zviratidziro, kuona zvinhu zveUI, uye kugadzira zviito zvekudzvanya kana kuisa, kuvhura musuwo webrowser-based uye desktop automation agents.
• Kufunga kwenguva refu: Nemahwindo akawedzerwa, Qwen3.5 inogadzirisa magwaro marefu, kutevedzana kwemavhidhiyo akawedzerwa, uye nhaurirano refu pasina kurasikirwa nekubatana kana kukanganwa mirairo yekutanga.
• Mamodhi eHybrid yekufunga: Kuvaka padanho rekufunga-modhi yekuvandudza kubva kuQwen3, modhi inokwanisa kushandura pakati pemhinduro dzinokurumidza, dzakajeka uye dzakadzama, kufunga-kwe-mufungo kufunga zvichienderana nekuoma kwebasa.
• Kutaura mitauro yakawanda nekodhi zvakanaka: Kuita kwakasimba mumitauro yakawanda nehurongwa hwekuita kunoita kuti Qwen3.5 ishande pakutumirwa kwemakambani epasi rose uye midziyo yevagadziri.

Izvi zvinogoneka zvinosangana kuita kuti Qwen3.5 ikwane kutumirwa kwevamiririri vepasirese - kubva kune otomatiki masisitimu ekutsigira mutengi anoverenga zvinyorwa uye kuona marekodhi ekurekodhwa, kutsvaga vabatsiri vanogadzira ruzivo pamavara, machati, uye hurukuro dzekuteerera.

Sei Native Multimodality Iine Basa paBhizinesi Kushanda?

Kumabhizinesi emazuva ano, data hariwanzosvika riri muchimiro chimwe chete. Pombi yekutengesa inosanganisira maemail (zvinyorwa), zvigadzirwa demos (vhidhiyo), zvibvumirano zvakasainwa (mifananidzo yakaongororwa), uye mafoni evatori vechikamu (odhiyo). Yechinyakare AI tooling inomanikidza zvikwata kuti zvishandise modhi dzakaparadzana pamaitiro ega ega, kugadzira akapatsanuka mafambiro ebasa uye kusanganisa pamusoro.

Native multimodal modhi seQwen3.5 inobvisa kukosha kwekusona pamwe chete-chinangwa AI maturusi. Kana modhi imwe chete ichigona kuverenga mainvoice ako, kuona mavhidhiyo ako ekudzidzisa, uye kunyora misangano yako, iyo otomatiki stack inodonha kuita imwe chete, yakavimbika layer - uye ndipo panotanga kushanda zvakanaka kwechokwadi.

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Kubatanidza uku kunokosha pachiyero. Mabhizinesi ari kushanda pamapuratifomu akaita seMewayz — ayo anotobatanidza 207 oparesheni modules kubva kuCRM kuenda kumanejimendi epurojekiti - nzwisisa simba rekuve nezvese munzvimbo imwechete. Kana AI ichitevera huzivi humwe chete, kusanganisa kwekubudirira kunowanikwa kwakakura. Panzvimbo pekutonga vatengesi vashanu veAI, zvikwata zvinokwanisa kuendesa musana umwechete wemultimodal unobata kugadzirisa magwaro, kutarisa kwemhando yekuona, kusika kwezwi-based task, uye kushuma zvine hungwaru mune imwe pombi.

Qwen3.5 Inofananidzwa Sei Nemamwe Mienzaniso Yekumberi?

Iyo multimodal AI nzvimbo muna 2025 uye muna 2026 yave nemakwikwi akanyanya. OpenAI's GPT-4o, Google's Gemini 2.0 mhuri, uye Anthropic's Claude modhi zvese zvinopa multimodal kugona. Ipo Qwen3.5 inozvisiyanisa pachezvayo iri mumubatanidzwa wezviremu zvakavhurika, zvemuno (kwete mabhaudhi-pa) multimodality, uye yakasimba agentic yekushandisa-kunze kwebhokisi.

Benchmark zvabuda zvinoratidza Qwen3.5 ichikwikwidzana kumusoro kana pedyo nepamusoro pezviyero zvakajairwa mukunzwisisa mutauro, kufunga kwemasvomhu, kugadzira kodhi, kunzwisisa kwemifananidzo, uye kunzwisisa kwevhidhiyo. Zvimwe zvakanyanya kukosha kune vanotora mabhizinesi, marezenisi akavhurika-huremu zvinoreva kuti masangano anogona kufambisa Qwen3.5 pazvivakwa zvakazvimirira - mukana wakajeka kune maindasitiri ane data rakasimba rekutonga zvinodiwa semari, hutano, uye hurumende.

Iyo modhi's agentic design philosophy inoimisa zvakare. Nepo vakwikwidzi vazhinji vachikunda pakupindura mubvunzo mumwe chete, Qwen3.5 inogadzirwa kuti irambe ichienderera, ichiita mabasa akawanda apo modhi yacho inochengetedza nyika, inoshandisa maturusi, uye inogadzirisa zano rayo pakudyidzana kwakawedzerwa.

Ramangwana Rakabata Sei kune Multimodal AI Agents?

Qwen3.5 haisi pekupedzisira asi chiratidzo chetrajectory. Iyo "kunanga" mune yayo subtitle ndeye nemaune - isu tichiri muzvitsauko zvekutanga zvezvichave zvevamiririri multimodal agents. Zviitiko zvenguva pfupi zvingangosanganisira kusanganisa kwakadzama nemarobhoti uye ma sensors epasirese, chaiyo-nguva yekutepfenyura multimodal kupindirana, uye yakanyanya kuomarara yekurangarira uye kuronga masisitimu ayo anoita kuti vamiririri vatonge mapurojekiti akareba mavhiki vakazvimirira.

Kumabhizinesi, kutora kunoshanda kwakajeka: maturusi aunosarudza nhasi anofanira kunge akagadzirira AI-yekuzvarwa mashandiro mangwana. Mapuratifomu anotoisa pakati bhizinesi mafambiro ebasa anoisa vashandisi vawo kuti vabaire maajenti akawanda zvisina mutsetse, pane kudzoreredza masisitimu akadzingwa mushure mechokwadi.

Mibvunzo Inowanzo bvunzwa

Ko Qwen3.5 yakavhurika sosi uye yemahara kushandisa?

Qwen3.5 inoburitswa seyakavhurika huremu modhi neAlibaba Cloud's Qwen timu, ichienderera mberi nemaitiro akaiswa neQwen2 neQwen3. Iwo maremu emhando anowanikwa mahara kurodha uye anogona kuiswa pane yakavanzika zvivakwa. Matemu ekupihwa rezenisi anosiyana nehukuru hwemhando, saka vebhizinesi vanofanirwa kuongorora rezinesi remhando yavanenge vasarudza, asi Qwen series yanga iri pakati pemhuri dzemhando dzine marezenisi dzine mvumo, dzichitsigira tsvakiridzo nekushandiswa kwekutengesa.

Qwen3.5 yakasiyana sei neQwen3?

Nepo Qwen3 yakaunza maitiro ekufunga akasanganiswa uye kugona kutaura kwakasimba-pamwe-kufunga, Qwen3.5 inokwidziridza chivakwa kuti chienderane nemhando dzakasiyana siyana. Izvi zvinoreva kuti mameseji, mufananidzo, odhiyo, uye vhidhiyo inogadziriswa kuburikidza nemuenzaniso wakabatana kubva pre-kudzidziswa zvichienda mberi - isina kuwedzerwa seyechipiri kugona. Qwen3.5 zvakare inosimbisa zvakanyanya maagentic maficha sekushandisa chishandiso, kufona kwebasa, kupindirana kweGUI, uye kuronga-matanho akawanda ebasa, zvichiita kuti ive nechinangwa-kuvakira kuzvimiririra AI mumiriri workflows.

Ndingabatanidza Qwen3.5 mupuratifomu yangu yebhizinesi iripo here?

Hongu. Qwen3.5 inotsigira yakajairwa API-based deployment uye inofambirana neakakurumbira masevhisi masisitimu sevLLM, Ollama, uye Hugging Face Transformers. Kumabhizinesi ari kutoshandisa ese-in-one sisitimu yekushandisa seMewayz, hunyanzvi hweAI hwemhando dzakawanda hunogona kuiswa mumamodules aripo - otomatiki kuongororwa kwegwaro muCRM yako, kuunza ruzivo kubva kune yakakwidzwa midhiya mukutonga kweprojekiti, kana kupa simba kudyidzana kwevatengi vakangwara mumachaneli.

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Shanduko yakanangana nevamiriri veAI vamiririri vemunharaunda vari kukurumidza, uye mabhizinesi akamisikidzwa zvakanyanya kuti abatsirike ndeaya ari kutoshanda kubva papuratifomu yakabatana. Mewayz inounza 207 modules - kubva kuCRM uye invoicing kusvika kuhutungamiri hweprojekiti uye kutengesa automation - mubhizimisi rimwechete OS inovimbwa nevashandisi vanopfuura 138,000. Vaka yako AI-yakagadzirira kushanda nhasi. Tanga neMewayz uye uone kuti kufambiswa kwebasa kwakabatanidzwa kunoita kuti kutora chizvarwa chinotevera cheAI chisina musono.