Maitiro Ekufona kweCloudflare Workers AI Yemahara API: Kunyoresa, Kugadzirisa, uye Kutumira muDanho Rimwe

Ndaive ndichishanda pabasa rangu ndega rimwe zuva, uye ndaida kuvaka...AIMubatsiri anofanira kufonera mamodheru makuru. Pandakabvunza nezvemutengo, wow, kufonera kwega kwega kuGPT-4o kunodhura masendi mashoma. Dai chirongwa chedu chaizoshanda, mari yeAPI chete yaizosvika zviuru zvakati wandei pamwedzi.

Takashamisika kana paine nzira yakachipa.

Takabva tasangana neCloudflare Workers AI. Taiziva kuti Cloudflare yaimbove nechekuita neAI inference kare, asi hatina kuitora zvakakomba, tichifunga kuti makambani makuru aizobhadharisa zvigadzirwa zvavo. Zvakazoitika kuti, wow, vari kupa maNeuron zviuru gumi mahara zuva rega rega.

Zvinorevei 10000 Neurons? Inenge mazana mashoma ehurukuro kana mazana mashoma emisangano yekugadzira mifananidzo pazuva. Izvozvo zvakakwana kuti munhu mumwe chete atambe nazvo.

Ndakafara zvikuru ndikabva ndatanga kuferefeta nezvazvo.

Chii chinonzi Cloudflare Workers AI?

Cloudflare Workers AI, zvakanaka, ndinofunga kuti...PositioningIzvo zvinonakidza zvikuru. Haisi kungopa modhi chete; ipuratifomu yeAI inference inoshanda paCloudflare's global edge network. Iine edge nodes mumaguta anopfuura mazana matatu, iri pedyo zvikuru nevashandisi.

Funga nezvazvo: kana ukashandisa OpenAI's API, chikumbiro chinotanga chaenda kuUS, chinogadziriswa, uye chodzoka, zvichitora mamirisekonzi mazana matatu kusvika mana. Cloudflare, kune rumwe rutivi, inopa maCDN ma nodes pasi rese. Chero kwaunenge uri, inoshandisa modhi pane node iri pedyo.

Nguva yekupindura yakajairika isingasviki mamirisekonzi zana. Musiyano uyu unoonekwa nemushandisi.

Chinonyanya kufadza ndechekuti kutanga kwayo kutonhora kuri padanho re millisecond, uye inokwira nekudzika yoga. Kunyangwe paine traffic yakawanda, hainonoki, kusiyana nemamwe mapuratifomu anokurumidza zvikuru kana pasina ari kuishandisa na3 AM, asi obva adonha zvachose panguva dzekushanda zvakanyanya masikati.

Mamodheru anopfuura makumi mashanu, anofukidza mamiriro ese ezvinhu

Kunewo mamodheru akawanda anotsigirwa; kubva muna Chikumi 2026, atove nemamodheru anopfuura makumi mashanu.

Pakukurukurirana kwakavakirwa pamashoko, Llama 3, Llama 4, Mistral, GLM, Qwen, Gemma, naDeepseek-r1 zvese zviripo. Pakugadzira mifananidzo, pane Stable Diffusion, FLUX, naPixverse. Pakutaura, pane Whisper yekutaura-ku-rugwaro, TTS yekutaura-ku-rugwaro, uye kunyange kugadzira mavhidhiyo.

Uyezve, API yayo yakagadzirwa kuti ive yakachena kwazvo. Pasinei nemuenzaniso waishandiswa, inoshandisa interface yakabatana; unongoda chete kuchinja zita remuenzaniso.

env.AI.run ("zita remuenzaniso", {…})

Kuchinja modhi nemutsara mumwe chete wekodhi kuri nyore kwazvo.

Mutengo wakachipa zvikuru, muganho wechikwereti wemahara

Ndakaitawo mutengo. Mari yemahara yezuva nezuva i10000 Neurons, inokwana kuedza wega. Kana uchida kubhadhara, i$0.011 pa1000 Neurons, inova yakachipa ne60% kusvika 90% pane OpenAI. Uyezve, inobhadhariswa neNeurons, kwete nema tokens, zvichiita kuti ive inodhura zvakanyanya pakukurukurirana kudiki.

Kutaura chokwadi, ndinofunga kuti nzira iyi yekubhadhara yakarurama. Huwandu hweNeurons dzaunoshandisa hunosiyana zvichienderana nekuti uri kutaura zviri nyore here kana kuti kwenguva refu, asi musiyano wacho hauna kunyanya kuipa sekutaura kwetoken-based billing.

Panguva ino, ungave uchishamisika, unoishandisa sei chaizvo?

Ndakaita izvi ini pachangu, regai ndikuudzei nezvazvo.

Nyoresa uye gadzira ma API tokens

Danho rekutanga nderekunyoresa account yeCloudflare. Kana uine account kare, ingopinda. Kana usina, kunyoresa kuri nyore; ingo zadza email address woisa password.

Mushure mekupinda, tinya AI mumenyu yekuruboshwe, wobva wadzvanya Workers AI.

Kana wapinda mukati, uchaona bhatani rekugadzira tokeni yeAPI. Dzvanya kuti ugadzire tokeni.

Heino ruzivo rwekucherechedza: tokeni yakagadzirwa inogona kuonekwa kamwe chete panguva yekugadzira, saka iva nechokwadi chekuichengeta. Peji iri richakupawo account ID; uchazoda zvese izvi gare gare.

Mushure mekuchengetedza, uchaona muenzaniso wekushandisa pasi peji, inova murairo we curl. Ingoitsiva ne account ID yako ne APIKEY. Murairo wacho unotaridzika seizvi:

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"}]}'

Ona runyorwa rwemhando dziripo

Ipapo mubvunzo unomuka: unowana kupi ID yemuenzaniso?

Pane bhatani regwaro kurudyi rwepeji reWorkers AI.

Dzvanya pachikamu che "Models"; ndipo paunowana runyorwa rwemamodheru ese.

Sarudza yaunoda kushandisa, uye unogona kuona ID yemuenzaniso nekudzvanya pairi.

Edza kufonera modhi yeKimi 2.6

Ndichashandisa Kimi 2.6 pakuedza. Kopa model ID woitsiva ne curl command, uchitanga na @cf.

Chikumbiro chakatumirwa, uye mhedzisiro yacho yakadzoserwa nekukurumidza.

Kumhanya kwekupindura zvechokwadi kunokurumidza zvikuru, kwakapfava kupfuura zvandaitarisira.

Kutaura chokwadi, ndaida kungoona kuti chikwereti ichi chemahara chingaitei, uye zvakazoonekwa kuti chine simba guru. Chakakodzera chose pakukurukurirana kwezuva nezuva, kugadzira zvinyorwa, kushandura, uye kunyora makodhi.

Uye funga nezvazvo: chinhu ichi chinoshanda pamucheto. Unoisa application yeAI kune vashandisi munyika yese kana pasi rese, uye kumhanya kwemhinduro kunoramba kwakafanana, pasina kunetseka nezvematambudziko ekutumira mapurogiramu munzvimbo dzakasiyana. Izvi zvinokwezva zvikuru kune vanogadzira mapurogiramu vega vega nemapoka madiki.

Kare, kana waida kushandisa modhi, waifanira kutenga GPU wogadzira yako, iyo yaidhura zvikuru, kana kushandisa GPU instance kubva ku cloud provider, iyo yaive yakaoma kugadzirisa. Cloudflare, kune rumwe rutivi, ine zvese zvaunoda. Unongonyora kodhi kuti uitumidze, uye inogadzirisa zvese zvinhu zvisina kunaka kwauri.

Ini ndinofunga kuti mafungiro aya ndeechokwadi. Hunhu hweAI huchawedzera kufanana nezvivakwa zvakaita semvura nemagetsi; haufanire kuziva kuti magetsi anogadzirwa sei, unogona kungoaisa mu plug-in woashandisa. Cloudflare Workers AI inotora pfungwa iyi ye "plug-in and play" kusvika padanho rakatonyanya kuipa.

Ehe, haina matambudziko ayo. Chiyero chemahara i10000 Neurons chete, saka uchiri kuda kubhadhara kana uchida kuishandisa munzvimbo yekugadzira ine vanhu vakawanda. Zvakare, kunyangwe paine mamodheru anopfuura makumi mashanu, zvichienzaniswa neOpenAI yakazara, mamwe mamodheru matsva kana kuti madiki haatsigirwi.

Asi pamapurojekiti ega ega, maturusi madiki, kana kungoedza zvinhu zvinoda kuziva, ndinofunga kuti zvakakwana.

Ndizvo zvandataura zvechokwadi. Sezvo waverenga kusvika pari zvino, kana wawana zvichibatsira, ndapota farira uye ugovane. Kana uchida kugamuchira nhau dzichangoburwa, unogonawo kunditevera! ⭐

Ndatenda nekuverenga chinyorwa changu. Tichaonana nguva inotevera.