Manje ake ngikhiqize okuthunyelwe kwebhulogi. Ngokusekelwe olwazini olutholakala esidlangalaleni olumayelana ne-Qwen3.5 evela ethimbeni lika-Alibaba lika-Qwen (eyakhishwa ngo-2025), ngizobhala isihloko esinembile, esiphelele se-SEO. Nakhu okuqukethwe okuphelele komzimba we-HTML kokuthunyelwe kwebhulogi: ---

Qwen3.5: Ibheke kubasebenzeli bomdabu be-Multimodal

I-Qwen3.5 imele ukugxuma kwe-Alibaba Cloud okulangazelela kakhulu ku-AI kuze kube manje - umndeni wamamodeli ayisisekelo akhiwe kusukela phansi ukuze acubungule umbhalo, izithombe, umsindo, nevidiyo ngaphakathi kwesakhiwo esisodwa esihlanganisiwe. Kunokuba ihlanganise amakhono ezinto eziningi kumgogodla wolimi kuphela, i-Qwen3.5 iphatha zonke izindlela njengesakhamuzi esisezingeni lokuqala, ivumela isigaba esisha sabasebenzeli be-AI abangakwazi ukubona, ukuzwa, ukufunda, nokwenza ngokomdabu.

Yini eyenza i-Qwen3.5 ibe imodeli ye-Multimodal "Yomdabu"?

Izizukulwane zangaphambilini ze-multimodal AI ngokuvamile bezithembele kuzindlalelo ze-adaptha — izishumeki ezihlukene zokubona noma umsindo othungelwa kumodeli yolimi enkulu ngemva kokuqeqeshwa. Qwen3.5 inqamula kuleyo phethini. Isakhiwo sayo singokwendalo se-multimodal, okusho ukuthi imodeli ngokuhlanganyela ifunda izethulo kuwo wonke umbhalo, isithombe, umsindo, nevidiyo phakathi nokuqeqeshwa kwangaphambilini kunokuqondanisa kwangemuva kwe-hoc.

Lokhu kukhetha komklamo kunemithelela ebalulekile. Ngenxa yokuthi zonke izindlela zabelana ngomgogodla ofanayo we-transformer kanye nendlela yokunaka, imodeli ithuthukisa ukuqonda okucebile kwe-cross-modal. Ingakwazi ukucabanga ngeshadi elingaphakathi kwe-PDF ngenkathi ngesikhathi esisodwa ibhala imiyalelo ekhulunyiwe mayelana nalelo shadi - ngaphandle kwebhodlela lolwazi elethulwa amasistimu asekelwe ku-adaptha. Umphumela uba imiphumela eshelelayo, ehambisana kakhulu uma imisebenzi ihlanganisa izinhlobo zokufaka eziningi ngesikhathi esisodwa.

Ithimba le-Qwen lika-Alibaba likhiphe i-Qwen3.5 ngosayizi abaningi bepharamitha, liqhubeka nesiko lesisindo esivulekile elenze ukukhishwa kwangaphambilini kuka-Qwen kudume konjiniyela namabhizinisi ngokufanayo. Lokhu kufinyeleleka kubalulekile: kuvumela amabhizinisi abo bonke osayizi ukuthi ashune futhi akhiphe ama-agent anamandla ezinto eziningi kwingqalasizinda yawo.

Ingabe I-Qwen3.5 Ithuthukisa Kanjani Amakhono Omenzeli we-AI?

Umbhalo ongezansi othi "Towards Native Multimodal Agents" ubonisa ushintsho lwamabomu endleleni esicabanga ngayo ngamamodeli amakhulu. I-Qwen3.5 akuyona nje i-chatbot engabuka izithombe — iwuhlaka lwe-ejenti. Imodeli ihlanganisa ukucabanga kokusetshenziswa kwamathuluzi okwakhelwe ngaphakathi, ukushaya komsebenzi, kanye nokukhiqiza okuphumayo okuhlelekile okukuvumela ukuthi usebenze ngokuzenzakalelayo ngaphakathi kokugeleza komsebenzi okuyinkimbinkimbi.

Amakhono abalulekile achaza ukuziphatha kwe-ejenti ye-Qwen3.5 ahlanganisa:

• I-orchestration yamathuluzi ashintshashintshashintshayo: I-Qwen3.5 ingahlela futhi yenze imisebenzi enezinyathelo eziningi ngokuhlanganisa amakholi e-API, imibuzo yesizindalwazi, nokwenziwa kwekhodi — ukulungisa uhlelo lwayo ngesikhathi sangempela ngokusekelwe emiphumeleni emaphakathi.
• Isisekelo esibonakalayo kanye nokusebenzisana kwe-GUI: Imodeli ingatolika izithombe-skrini, ihlonze izici ze-UI, futhi ikhiqize izenzo ezinembile zokuchofoza noma zokufakwayo, ivule umnyango kuma-ejenti asuselwa kusiphequluli kanye nedeskithophu.
• Imicabango yomongo omude: Ngamafasitela womongo anwetshiwe, i-Qwen3.5 icubungula amadokhumenti amade, ukulandelana kwevidiyo okunwetshiwe, nezingxoxo ezinde ngaphandle kokulahlekelwa ukuhambisana noma ukukhohlwa imiyalelo yangaphambili.
• Izindlela zokucabanga ezixubile: Ngokwakhela phezu kokuqanjwa kwemodi yokucabanga evela ku-Qwen3, imodeli ingashintsha phakathi kwezimpendulo ezisheshayo, ezinembile kanye nokucabanga okujulile, okulandelanayo kuye ngobunkimbinkimbi bomsebenzi.
• Ukusebenza kahle kwezilimi eziningi kanye nekhodi: Ukusebenza okuqinile kuzo zonke izilimi eziningi nezinhlaka zezinhlelo kwenza i-Qwen3.5 isebenze ekusetshenzisweni kwamabhizinisi emhlabeni jikelele kanye namathuluzi onjiniyela.

Lawa makhono ayahlangana ukuze enze i-Qwen3.5 ifanelekele ukuthunyelwa kwe-ejenti yomhlaba wangempela - kusukela kumasistimu azenzakalelayo okusekelwa kwamakhasimende afunda amadokhumenti nokubuka okurekhodiwe kwesikrini, kuya kubasizi bokucwaninga abahlanganisa ulwazi kuwo wonke umbhalo, amashadi, nezingxoxo zomsindo.

Kungani I-Native Multimodality Ibalulekile Emisebenzini Yebhizinisi?

Kumabhizinisi esimanje, idatha ayivamile ukufika ngefomethi eyodwa. Ipayipi lokuthengisa libandakanya ama-imeyili (umbhalo), amademo omkhiqizo (ividiyo), izinkontileka ezisayiniwe (izithombe eziskeniwe), kanye nezingcingo zababambe iqhaza (umsindo). Amathuluzi endabuko e-AI aphoqa amaqembu ukuthi asebenzise amamodeli ahlukene kumodi ngayinye, adale ukugeleza komsebenzi okuhlukene kanye nokuhlanganisa ngaphezulu.

Amamodeli omdabu we-multimodal afana ne-Qwen3.5 asusa isidingo sokuhlanganisa amathuluzi e-AI enhloso eyodwa. Uma imodeli eyodwa ingakwazi ukufunda ama-invoyisi akho, ibuke amavidiyo akho okuqeqesha, futhi ilobe imihlangano yakho, sonke isitaki esizenzakalelayo sigoqeka sibe isendlalelo esisodwa, esithembeke kakhulu — futhi yilapho kuqala ukusebenza kahle kwangempela.

💡 DID YOU KNOW?

Mewayz replaces 8+ business tools in one platform

CRM · Invoicing · HR · Projects · Booking · eCommerce · POS · Analytics. Free forever plan available.

Start Free →

Lokhu kuhlanganisa kubalulekile ngesilinganiso. Amabhizinisi asebenza ezinkundleni ezifana ne-Mewayz — esevele ihlanganisa amamojula okusebenza angu-207 ukusuka ku-CRM kuya ekuphathweni kwephrojekthi — aqonda amandla okuba yonke into endaweni eyodwa. Uma i-AI ilandela ifilosofi efanayo, izinzuzo zokuhlanganisa zinkulu. Esikhundleni sokuphatha abathengisi be-AI abahlanu, amaqembu angasebenzisa umgogodla owodwa we-multimodal ophethe ukucutshungulwa kwamadokhumenti, ukuhlolwa kwekhwalithi ebonakalayo, ukudalwa komsebenzi okusekelwe ezwini, nokubika okuhlakaniphile ngendlela eyodwa.

Ingabe I-Qwen3.5 Iqhathaniswa Kanjani Namanye Amamodeli Angaphambili?

Isikhala se-multimodal AI ngo-2025 kuya ku-2026 sesinokuncintisana okukhulu. I-OpenAI's GPT-4o, umndeni wakwa-Google we-Gemini 2.0, kanye namamodeli we-Anthropic's Claude wonke ahlinzeka ngamakhono we-multimodal. Lapho i-Qwen3.5 izihlukanisa khona kusekuhlanganisweni kwezisindo ezivulekile, ubuningi bomdabu (okungafakwanga ibhawudi), kanye nokusetshenziswa kwethuluzi elinamandla ngaphandle kwebhokisi.

Imiphumela yebhentshimakhi ibonisa i-Qwen3.5 iqhudelana phezulu noma eduze kwayo kukho konke ukuhlola okuvamile ekuqondeni ulimi, ukucabanga kwezibalo, ukukhiqizwa kwekhodi, ukuqonda isithombe, nokuqonda kwevidiyo. Mhlawumbe okubaluleke kakhulu kubasebenzisi bebhizinisi, ukulayisensa kwesisindo esivulekile kusho ukuthi izinhlangano zingasebenzisa i-Qwen3.5 kungqalasizinda yangasese - inzuzo enkulu ezimbonini ezinezidingo eziqinile zokuzimela kwedatha njengezezimali, ukunakekelwa kwezempilo, nohulumeni.

Ifilosofi ye-ejenti yemodeli nayo iyayihlukanisa. Nakuba izimbangi eziningi ziphumelela ekuphenduleni umbuzo owodwa, i-Qwen3.5 yakhelwe ukwenza umsebenzi ophikelelayo, oshintshashintshashintshayo lapho imodeli igcina isimo, isebenzisa amathuluzi, futhi ivumelanisa isu layo kukho konke ukuxhumana okunwetshiwe.

Liphetheni Ikusasa Labenzeli be-Multimodal AI?

I-Qwen3.5 ayiyona indawo yokugcina kodwa iwuphawu lomzila. Ukuthi "kubheke" esihlokwaneni sakhona kwenziwa ngamabomu - sisesezahlukweni zokuqala zokuthi bazoba yini ama-agent omdabu. Intuthuko yesikhathi esiseduzane ingase ihlanganise ukuhlanganiswa okujulile namarobhothi nezinzwa zomhlaba ophathekayo, ukusakazwa kwesikhathi sangempela ukusebenzisana kwe-multimodal, kanye nenkumbulo eyinkimbinkimbi nezinhlelo zokuhlela ezivumela ama-agent ukuphatha amaphrojekthi amaviki wonke ngokuzenzakalelayo.

Emabhizinisini, okokuthathwa okungokoqobo kucacile: amathuluzi owakhethayo namuhla kufanele alungele ukusebenza komdabu we-AI kusasa. Izingxenyekazi esezivele zifake phakathi ukugeleza kokusebenza kwebhizinisi zibeka abasebenzisi bazo ukuthi baxhume ama-ejenti we-multimodal ngaphandle komthungo, kunokuba bafake kabusha amasistimu anqanyuliwe ngemva kwalokho.

Imibuzo Evame Ukubuzwa

Ingabe i-Qwen3.5 ingumthombo ovulekile futhi imahhala ukuyisebenzisa?

I-Qwen3.5 ikhishwa njengemodeli yesisindo esivulekile yithimba le-Alibaba Cloud's Qwen, iqhubeka nendlela eyasungulwa ne-Qwen2 kanye ne-Qwen3. Izisindo zemodeli zitholakala mahhala ukuze zilandwe futhi zingatshalwa kungqalasizinda yangasese. Imigomo eqondile yokulayisensa iyahlukahluka ngosayizi wemodeli, ngakho amabhizinisi kufanele abuyekeze ilayisense kokuhlukile akukhethile, kodwa uchungechunge lwe-Qwen lube phakathi kwemindeni yamamodeli emingcele evunyelwe kakhulu, esekela kokubili ucwaningo nokusetshenziswa kwezentengiso.

Ihluke kanjani i-Qwen3.5 ku-Qwen3?

Ngenkathi i-Qwen3 yethula izindlela zokucabanga ezixubile kanye nekhono eliqinile lolimi-kanye nokubonisana, i-Qwen3.5 ikhuphula ukwakheka kwezakhiwo ku-multimodality yomdabu. Lokhu kusho ukuthi umbhalo, isithombe, umsindo, nevidiyo kucutshungulwa ngemodeli ehlanganisiwe kusukela ekuqeqeshweni kuye phambili - akwengezwa njengamakhono esibili. I-Qwen3.5 iphinde iqinise ngokuphawulekayo izici ze-ejenti ezifana nokusetshenziswa kwamathuluzi, ukushaya komsebenzi, ukusebenzisana kwe-GUI, kanye nokuhlelwa kwemisebenzi enezinyathelo eziningi, kuyenze yakhelwe inhloso yokugeleza komsebenzi kwe-ejenti ye-AI ezizimele.

Ngingakwazi yini ukuhlanganisa i-Qwen3.5 endaweni yami yebhizinisi ekhona?

Yebo. I-Qwen3.5 isekela ukusetshenziswa okujwayelekile okusekelwe ku-API futhi ihambisana nezinhlaka zokuphakela ezidumile njenge-vLLM, i-Ollama, ne-Hugging Face Transformers. Emabhizinisini asevele asebenzisa uhlelo lokusebenza lwe-All-in-one olufana ne-Mewayz, amakhono e-AI ye-multimodal angafakwa kumamojula akhona - ukuhlaziywa kwedokhumenti okuzenzakalelayo ku-CRM yakho, ukukhiqiza imininingwane ngemidiya elayishiwe ekuphathweni kwephrojekthi, noma ukunika amandla ukusebenzisana kwamakhasimende okuhlakaniphile kuwo wonke amashaneli.

---

Ukushintshela kuma-ejenti omdabu we-multimodal AI kuyakhula ngesivinini, futhi amabhizinisi asesimweni esingcono kakhulu sokuzuza yilawo asevele asebenza kusuka kunkundla ebumbene. I-Mewayz iletha amamojula angu-207 — ukusuka ku-CRM kanye nama-invoyisi ukuya ekuphathweni kwephrojekthi nokuzenzakalela kokumaketha — ibe yi-OS yebhizinisi eyodwa ethenjwa abasebenzisi abangaphezu kuka-138,000. Yakha ukusebenza kwakho okulungele i-AI namuhla. Qalisa nge-Mewayz futhi ubone ukuthi ukugeleza komsebenzi okuhlanganisiwe kwenza kanjani ukusebenzisa isizukulwane esilandelayo se-AI kungabi nazihibe.