Ha\u0257a APIs na AI da yawa yana da sau\u0199i a farko. \u0198ara masu samarwa biyu ko uku, kwatanta sakamako, kuma jagoranci zirga-zirgar inda ya dace.<\/p>\n\n\n\n
A aikace, mafi yawan \u0199ungiyoyi suna gano cewa wahalar ba ta farko ha\u0257in ba. Amma wata na biyu na kulawa, farkon matsalar mai samarwa, farkon mamakin kasafin ku\u0257i, da lokacin da \u0199ungiyoyin samfur ke son sarrafa latency, inganci, da kashewa da kyau.<\/p>\n\n\n\n
Idan \u0199ungiyar ku tana ha\u0257a APIs na AI da yawa cikin samfur guda, akwai kuskure guda shida da yawanci ke haifar da mafi yawan wahala. <\/p>\n\n\n\n
Kowanne mai samarwa yana bayyana nau'ikan bu\u0199atun daban-daban, sunayen samfur, tsarin tantancewa, iyakoki, da halayen kuskure. Wannan yana iya sarrafawa lokacin da injiniya \u0257aya ke gwada samfur guda a cikin sandbox. Yana zama da wahala sosai lokacin da wannan aikace-aikacen \u0257aya ke bu\u0199atar tsarin jagoranci, sake gwadawa, sa ido, sarrafa kasafin ku\u0257i, da ke\u0253a\u0253\u0253en fuska mai tsauri ga sauran \u0199ungiyar samfur.<\/p>\n\n\n\n
Wannan shine dalilin da yasa ha\u0257a APIs na AI da yawa ba kawai game da \u0199ara masu samarwa ba ne amma game da gina tsari mai dogaro a kusa da su.<\/p>\n\n\n\n
Kuskuren farko shine ha\u0257a kowane mai samarwa kai tsaye cikin tsarin samfurin ku.<\/p>\n\n\n\n
Yana jin sauri a farko. SDK \u0257aya don mai samarwa A. Wani abokin ciniki na musamman don mai samarwa B. Nau'in bu\u0199atun na uku don embeddings ko moderation. Sannan duk wani canji na gaba yana zama mai tsada saboda sauya samfur yana nufin ta\u0253a lambar samarwa maimakon canza dokokin jagoranci.<\/p>\n\n\n\n
Tsarin lafiya shine daidaita bu\u0199atun da amsoshi a bayan yarjejeniya \u0257aya ta cikin gida. Wannan yana ba aikace-aikacen ku damar neman damar kamar kammala hira, rarrabuwa, ko ta\u0199aitawa ba tare da damuwa wanda mai samarwa ke ba da bu\u0199atun a \u0199asa ba.<\/p>\n\n\n\n
Wannan shine inda layin API guda \u0257aya ke zama mai amfani. Maimakon sake rubuta aikace-aikacen ku duk lokacin da kuka gwada sabon hanya, zaku iya kiyaye za\u0253in mai samarwa daban da lambar aikace-aikacen. ShareAI an gina shi a kusa da wannan tsarin aiki: API guda \u0257aya don samfura 150+, sarrafa jagoranci, da ganin mai samarwa ta hanyar ha\u0257in guda \u0257aya. \u0198ungiyoyin da ke son farawa mai tsabta zasu iya farawa da Bayanin API<\/a> da babban Takardu<\/a>.<\/p>\n\n\n\n \u0198ungiyoyi da yawa suna za\u0253ar samfurin da suka saba da shi a farko kuma suna kwatanta madadin ne kawai bayan farashin ya tashi ko korafe-korafen inganci sun bayyana.<\/p>\n\n\n\n Wannan yawanci yana haifar da oda mara kyau na ingantawa. Samfura daban-daban na iya yin nasara akan nau'ikan aiki daban-daban. \u018aaya na iya zama mafi kyau don cirewa. Wani na iya zama mafi kyau don samar da dogon tsari. Na uku na iya zama mai rahusa kuma mai sauri don sarrafa kansa na cikin gida.<\/p>\n\n\n\n Kafin ka fara kara zirga-zirga, ka gwada samfuran da kake la'akari da su da gaske tare da tambayoyinka na gaske, siffofin bayanai, kasafin jinkiri, da kuma kasafin kudin da ake tsammani. Kada ka gwada kawai akan demos na gama gari.<\/p>\n\n\n\n Wannan shi ma dalilin da ya sa hangen samfurin irin kasuwa yake da mahimmanci. Idan zaka iya kwatanta za\u0253u\u0253\u0253uka daga wuri guda, yana da sau\u0199i a gwada hanyoyi kafin su zama tsoffin hanyoyin samarwa. ShareAI\u2019s Samfura<\/a> hangen yana da amfani musamman don irin wannan kwatancen masu samarwa da samfura.<\/p>\n\n\n\n Ana yawan jinkirta tsarin dawowa saboda babban mai samarwa har yanzu yana aiki yayin ci gaba.<\/p>\n\n\n\n Sannan iyakokin \u0199ima suna faruwa, jinkiri yana \u0199aruwa, ko kuma mai samarwa na sama yana lalacewa, kuma aikace-aikacen ba shi da wata hanya mai kyau gaba. Samfurin ba kawai yana raguwa ba. Yana lalacewa a daidai lokacin da masu amfani suke tsammanin zai ci gaba da aiki.<\/p>\n\n\n\n Idan masu samarwa da yawa suna cikin tsarin gine-ginenka, ya kamata a tsara dawowa tun daga farko. Yanke shawara wacce hanya za ta iya canzawa ta atomatik, wanne nauyin aiki zai iya jurewa madadin mai jinkiri, da kuma wanne bu\u0199atun ya kamata ya tsaya maimakon rage inganci a hankali.<\/p>\n\n\n\n Manufar ba ita ce a rarraba zuwa ko'ina a kowane lokaci ba. Manufar ita ce sanin abin da zai faru idan hanyar da ka fi so ta zama ba ta samuwa.<\/p>\n\n\n\n Bayanai na log na aikace-aikace suna da amfani, amma ba su isa ba don tsarin AI mai masu samarwa da yawa.<\/p>\n\n\n\n Kana bu\u0199atar ganin jinkiri, kurakurai, yawan amfani, da halayen matakin samfurin ta wata hanya da ke tallafawa yanke shawarar aiki. In ba haka ba, ba za ka iya gane ko \u0199arin farashi ya fito daga mai samarwa \u0257aya, dangin samfurin \u0257aya, fasali \u0257aya, ko rukunin abokin ciniki \u0257aya ba.<\/p>\n\n\n\n Sa ido shine abin da ke juya tsarin masu samarwa da yawa daga \u201cha\u0257e fasaha\u201d zuwa \u201csarrafawa ta aiki.\u201d Shi ne yadda kake gano koma baya da wuri, tabbatar da canje-canje na hanya, da kuma bayyana kashe ku\u0257i ga sauran kasuwancin.<\/p>\n\n\n\n Da zarar wata \u0199ungiya ta fara ha\u0257a APIs na AI da yawa, asirai suna yawan yaduwa ko'ina: injunan gida, canje-canje na CI, yanayin gwaji, rubutun \u0257aya-\u0257aya, da kuma hanyoyin gaggawa.<\/p>\n\n\n\nKuskure na 2: Tsallake gwajin samfur kafin fitowa<\/h2>\n\n\n\n
Kuskure na 3: Daukar dawowa a matsayin matsala ta gaba<\/h2>\n\n\n\n
Kuskure na 4: Dogaro da bayanan log maimakon ainihin sa ido<\/h2>\n\n\n\n
Kuskure na 5: Barin yawaitar ma\u0253allan API ya \u0199aru ba tare da kulawa ba<\/h2>\n\n\n\n