Njira Yoyimbira AI yaulere ya Cloudflare Workers AI: Kulembetsa, Kukonza, ndi Kutumiza mu Gawo Limodzi

Ndinali kugwira ntchito pa projekiti yanga tsiku lina, ndipo ndimafuna kumanga...AIWothandizira ayenera kuyimba mafoni akuluakulu. Nditafunsa za mtengo wake, wow, kuyimba kulikonse kwa GPT-4o kumawononga ndalama zochepa. Ngati pulojekiti yathu ikanatha kugwira ntchito, ndalama za API zokha zikanakwana zikwi zingapo pamwezi.

Tinadzifunsa ngati pali njira yotsika mtengo.

Kenako tinapeza Cloudflare Workers AI. Tinkadziwa kuti Cloudflare inali ndi gawo pa kafukufuku wa AI kale, koma sitinatenge mozama, poganiza kuti makampani akuluakulu angalipire ndalama pazinthu zawo. Zapezeka kuti, wow, akupereka ma Neuron 10000 kwaulere tsiku lililonse.

Kodi ma neuron 10000 amatanthauza chiyani? Ndi zokambirana pafupifupi mazana angapo kapena magawo mazana angapo opanga zithunzi patsiku. Izi ndizokwanira kuti munthu m'modzi azisewera nazo.

Ndinasangalala kwambiri ndipo nthawi yomweyo ndinayamba kufufuza nkhaniyi.

Kodi Cloudflare Workers AI ndi chiyani?

AI ya Ogwira Ntchito ku Cloudflare, chabwino, ndikuganiza kuti ndi ...KuyikaZimenezo n'zosangalatsa kwambiri. Si wopereka chitsanzo chosavuta chabe; ndi nsanja yodziwira za AI yomwe ikuyenda pa netiweki yapadziko lonse ya Cloudflare. Ndi ma edge nodes m'mizinda yoposa 300, ili pafupi kwambiri ndi ogwiritsa ntchito.

Taganizirani izi: mukagwiritsa ntchito API ya OpenAI, pempholo limapita ku US koyamba, limakonzedwa, kenako limabwereranso, limatenga ma millisecond atatu mpaka mazana anayi. Koma Cloudflare ndi kampani yopereka ma CDN yokhala ndi ma node padziko lonse lapansi. Kulikonse komwe muli, imayendetsa chitsanzocho pa node yapafupi.

Nthawi yoyankhira nthawi zambiri imakhala yosakwana ma millisecond 100. Kusiyana kumeneku kumaonekera kwa wogwiritsa ntchito.

Chosangalatsa kwambiri ndichakuti kuyamba kwake kozizira kumakhala pamlingo wa millisecond, ndipo kumawonjezeka mmwamba ndi pansi zokha. Ngakhale magalimoto ambiri atakwera mwadzidzidzi, sikuchedwa, mosiyana ndi nsanja zina zomwe zimakhala zachangu kwambiri pomwe palibe amene akugwiritsa ntchito nthawi ya 3 koloko m'mawa, koma kenako zimagwa kwathunthu nthawi ya ntchito masana.

Mitundu yoposa 50, yokhudza zochitika zonse

Palinso mitundu yambiri yothandizidwa; pofika mu June 2026, pali kale mitundu yoposa 50.

Pa zokambirana zochokera pa mawu, Llama 3, Llama 4, Mistral, GLM, Qwen, Gemma, ndi Deepseek-r1 zonse zilipo. Pakupanga zithunzi, pali Stable Diffusion, FLUX, ndi Pixverse. Pakulankhula, pali Whisper ya kulankhula kuchokera pa mawu kupita pa mawu, TTS ya kulankhula kuchokera pa mawu kupita pa mawu, komanso ngakhale kupanga mavidiyo.

Kuphatikiza apo, API yake idapangidwa kuti ikhale yoyera kwambiri. Mosasamala kanthu za mtundu womwe wagwiritsidwa ntchito, imagwiritsa ntchito mawonekedwe ogwirizana; muyenera kungosintha dzina la mtunduwo.

env.AI.run ("dzina lachitsanzo", {…})

Kusintha chitsanzo ndi mzere umodzi wokha wa code ndikosavuta.

Mtengo wotsika kwambiri, malire a ngongole aulere

Ndinachitanso mtengo. Ndalama yaulere ya tsiku ndi tsiku ndi ma Neuron 10000, zomwe ndizokwanira kuyesa nokha. Ngati mukufuna kulipira, ndi $0.011 pa ma Neuron 1000, zomwe ndi zotsika mtengo ndi 60% mpaka 90% kuposa OpenAI. Kuphatikiza apo, imalipidwa ndi ma Neuron, osati ndi ma token, zomwe zimapangitsa kuti ikhale yotsika mtengo kwambiri pa zokambirana zazing'ono.

Kunena zoona, ndikuganiza kuti njira yolipirira iyi ndi yolungama. Chiwerengero cha ma Neuron omwe mumagwiritsa ntchito chimasiyana kutengera ngati mukukambirana mwachidule kapena kwa nthawi yayitali, koma kusiyana sikuli kwakukulu ngati momwe zimakhalira ndi kubweza pogwiritsa ntchito token.

Pakadali pano, mwina mukudzifunsa kuti, kodi mumagwiritsa ntchito bwanji?

Ine ndekha ndachita izi, ndikuuzeni za izi.

Lembetsani ndikupanga ma API token

Gawo loyamba ndikulembetsa akaunti ya Cloudflare. Ngati muli kale ndi akaunti, ingolowani. Ngati sichoncho, kulembetsa n'kosavuta; ingolembani imelo ndikukhazikitsa mawu achinsinsi.

Mukalowa muakaunti yanu, dinani AI ku menyu yakumanzere, kenako dinani Workers AI.

Mukalowa mkati, muwona batani lopangira chizindikiro cha API. Dinani kuti mupange chizindikiro.

Nayi mfundo yofunika kuiganizira: chizindikiro chopangidwacho chimawoneka kamodzi kokha panthawi yolenga, choncho onetsetsani kuti mwachisunga. Tsambali lidzakupatsaninso ID ya akaunti; mudzafunika zonsezi mtsogolo.

Mukasunga, muwona chitsanzo chogwiritsa ntchito pansi pa tsamba, chomwe ndi lamulo la curl. Ingosinthani ndi ID yanu ya akaunti ndi APIKEY. Lamuloli likuwoneka motere:

curl \
  https://api.cloudflare.com/client/v4/accounts/账户ID/ai/run/@cf/模型ID \
  -H "Authorization: Bearer 刚才生成的APIKEY" \
  -d '{"messages":[{"role":"system","content":"You are a friendly assistant that helps write stories"},{"role":"user","content":"Write a short story about a llama that goes on a journey to find an orange cloud"}]}'

Onani mndandanda wa mitundu yomwe ilipo

Kenako funso limabuka: kodi mumapeza kuti ID ya chitsanzo?

Pali batani la chikalata kumanja kwa tsamba la Workers AI.

Dinani pa gulu la "Ma Models"; ndi pomwe mupeza mndandanda wa mitundu yonse.

Sankhani yomwe mukufuna kugwiritsa ntchito, ndipo mutha kuwona ID ya chitsanzo podina pamenepo.

Yesani kuyitana chitsanzo cha Kimi 2.6

我选择用kimi2.6来测试一下。把模型ID复制出来，替换到curl命令里，从@cf/开始替换。

Pempho linatumizidwa, ndipo zotsatira zake zinabwezedwa mwachangu.

Liwiro la mayankho ndi lachangu kwambiri, losalala kuposa momwe ndimayembekezera.

Kunena zoona, ndimangofuna kuona zomwe ngongole yaulere iyi ingachite, ndipo zapezeka kuti ndi yamphamvu kwambiri. Ndi yokwanira bwino pocheza tsiku ndi tsiku, kupanga zolemba, kumasulira, ndi kulemba ma code.

Ndipo ganizirani izi: chinthuchi chimayenda m'mphepete mwa ma node. Mumayika pulogalamu ya AI kwa ogwiritsa ntchito mdziko lonselo kapena padziko lonse lapansi, ndipo liwiro la mayankho limakhazikika, popanda kuda nkhawa ndi mavuto otumizira deta m'madera osiyanasiyana. Izi zimakopa kwambiri opanga mapulogalamu pawokha komanso magulu ang'onoang'ono.

Kale, ngati mukufuna kugwiritsa ntchito chitsanzo, mumayenera kugula GPU ndikupanga yanu, yomwe inali yokwera mtengo kwambiri, kapena kugwiritsa ntchito GPU instance kuchokera kwa opereka mitambo, yomwe inali yovuta kuyikonza. Koma Cloudflare, kumbali ina, yakwaniritsa zonse zomwe mukufuna. Mumangolemba code kuti muyitchule, ndipo imagwira ntchito zonse zosokoneza kwa inu.

Ndikuganiza kuti malingaliro awa ndi olondola. Mphamvu za AI zidzakula kwambiri ngati zomangamanga monga madzi ndi magetsi; simuyenera kudziwa momwe magetsi amapangira, mutha kungolumikiza ndikugwiritsa ntchito. Cloudflare Workers AI imatengera lingaliro la "plug and play" ili pamlingo wokwera kwambiri.

Zachidziwikire, siili ndi zovuta zake. Chiwerengero chaulere ndi ma Neuron 10000 okha, kotero muyenera kulipirabe ngati mukufuna kuyika pamalo opangira omwe ali ndi anthu ambiri. Komanso, ngakhale pali mitundu yoposa 50, poyerekeza ndi chilengedwe chonse cha OpenAI, mitundu ina ya niche kapena yatsopano siyithandizidwa.

Koma pa mapulojekiti aumwini, zida zazing'ono, kapena zoyeserera zongofuna kudziwa zambiri, ndikuganiza kuti ndizokwanira.

Ndi zomwe ndakumana nazo moona mtima. Popeza mwawerenga mpaka pano, ngati mwapeza kuti n'zothandiza, chonde like ndikugawana. Ngati mukufuna kulandira zosintha kaye, mutha kunditsatira! ⭐

Zikomo powerenga nkhani yanga. Tionananso nthawi ina.