- Ukusetshenziswa kobuchwepheshe kokusakazwa komsindo ngesikhathi sangempela kusetshenziswa iphrothokholi ye-HTTP/2 kanye ne-WebSockets.
- Umehluko oyisisekelo phakathi kokubhalwa okungokoqobo, kwemvelo kanye nezakhiwo ezikhethekile zensimu yezomthetho.
- Intuthuko ekuhlakanipheni okwenziwe ngamamodeli okubambezeleka okuphansi kwabasizi bezwi abasebenzisanayo.
Uma sikhuluma ngokubhala umsindo ube umbhalo, asisabhekani nje nesenzo esilula sokubhala phansi lokho okushiwo ngumuntu. Namuhla, ubuchwepheshe buthuthuke kakhulu futhi busivumela ukuthi sicubungule izwi ngesikhathi sangempela , inqubo eyaziwa ngokuthi ukusakaza, okuvumela imishini ukuthi iqonde futhi ibhale phansi ngenkathi umuntu eqhubeka ekhuluma ngaphandle kokuphazamiseka.
Kungakhathaliseki ukuthi usetha uhlelo lwesofthiwe oluyinkimbinkimbi lwenkampani noma udinga izinsizakalo zobungcweti zokubhala umbhalo ukuze uvivinywe, kunezindlela ezahlukene zokubhala umbhalo ezitholakalayo . Ukuthatha wonke u-"uh" noma u-"um" esitatimendeni senkantolo akufani nokuhlanza umbhalo ukuze wenze ividiyo ye-YouTube ifundeke kalula, ngakho-ke ukuqonda izinketho ezitholakalayo kubalulekile.
Ukucushwa Kobuchwepheshe Kokudluliswa Komsindo
Kulabo abafuna ukuthatha isinyathelo futhi balungiselele uhlelo lwabo lokusakaza ngaphandle kokuthembela kuma-SDK enziwe ngaphambilini, kunezinketho ezimbili eziyinhloko: i-HTTP/2 kanye ne-WebSockets. Uma sikhetha I-HTTP / 2Inqubo iqala ngokuthumela isicelo se-POST endaweni yokugcina ehambisanayo. Kubalulekile ukufaka izihloko ezithile njenge- X-Amz-Target futhi i Content-Type kulungiselelwe njenge application/vnd.amazon.eventstream.
Ukugeleza kwedatha kulo modeli kudinga ukuthi umsindo uthunyelwe ngezingcezu ze-byte . Umcimbi ngamunye womsindo kumele ube nesiginesha yawo kanye nosuku ukuqinisekisa ukuphepha, kusetshenziswa indinganiso ye-Signature Version 4. Uma iseva isithole le datha, ibuyisela ukulandelana kwemicimbi okuthi, uma ihlungiwe, iveze umbhalo obhaliwe. Ukuze uvale iseshini, vele uthumele umcimbi womsindo ongenalutho osayinwe kahle.
Ngakolunye uhlangothi, ama-WebSockets anikeza uxhumano olubushelelezi nolunezinhlangothi ezimbili. Isinyathelo sokuqala ukukhiqiza i-URL esayiniwe ngaphambilini efaka amapharamitha afana nekhodi yolimi, ukufakwa kwekhodi kwemidiya (isb., i-FLAC), kanye nesilinganiso sesampula. Ngemva kokuxhawulana kokuqala , iklayenti lingaqala ukuthumela ozimele bomsindo. Uma kukhona okungahambi kahle, uhlelo lubuyisela uhlaka lwesiphelo sephutha olunomyalezo ochazayo ngaphambi kokuvala uxhumano.
Ifomethi Yokubhala Amakhodi Emicimbi
Ukuze kube nokuxhumana okuphumelelayo, kusetshenziswa ikhodi yokusakaza imicimbi . Lolu hlelo luhlukanisa umlayezo ngamunye ube yi-prelude kanye nesigaba sedatha. Ukuze kuvinjelwe uhlelo ukuthi lungawi ngenxa yedatha eyonakele, ama-checksum e-CRC32 asetshenziswa kokubili ku-prelude kanye nomyalezo ogcwele. Lokhu kuvumela ukutholakala okusheshayo kwamaphutha obude be-byte.
Umlayezo ngamunye uqukethe imethadatha ngesimo sama-key-value pairs, aziwa ngokuthi ama-header, achaza uhlobo lokuqukethwe kanye nohlobo lomcimbi. Umthwalo okhokhelwayo empeleni umsindo ongahluziwe okumele ucutshungulwe yimodeli. Lolu hlaka lobuchwepheshe yilona oluvumela ukubhalwa kwe -bidirectional kanye nokushesha kakhulu.
Izindlela Zokubhala: Kusukela Kokungokoqobo Kuya Kokwemvelo
Kuye ngenhloso, kunezindlela ezahlukene zokuguqula umsindo ube umbhalo. Ukubhalwa okungokoqobo yilokho lapho kungekho lutho oluhlungiwe; kufaka phakathi amagama agcwalisayo, ukuphindaphinda, kanye namaphutha ohlelo lolimi. Kuyindlela ephoqelekile ezimweni lapho igama ngalinye lingashintsha khona incazelo yomusho, njengasezingxabanweni zomthetho noma ekuqopheni kwamaphoyisa.
Ngakolunye uhlangothi, sinombhalo oqoshiwe wemvelo . Lapha, umgomo uwukufundeka kalula. Ukungabaza kuyasuswa futhi i-syntax iyalungiswa ukuze umbhalo ugeleze kangcono, okwenza kube kuhle kakhulu ezingxoxweni zezintatheli noma kokuqukethwe kwezokuxhumana. Ngaphezu kwalokho, kunezinsizakalo zombhalo oqoshiwe ezenziwe ngokwezifiso lapho ungacela khona ukuhlonza isikhulumi okunembile noma ngisho nokulungiswa kokuqoshwa komsindo okunekhwalithi embi.
Izindinganiso Zokubhalwa Kwezomthetho
Insimu yezomthetho ifuna kakhulu futhi idinga ukusetshenziswa kwamathempulethi ochwepheshe ukuqinisekisa ukuthi imibhalo iyamukeleka enkantolo. Umbhalo wezomthetho kumele ufake ikhasi lesembozo elinemininingwane, uhlu lokubonakala, futhi, okubaluleke kakhulu, izinombolo zomugqa nekhasi . Lokhu kuvumela ummeli ukuthi athi, "ekhasini 12, umugqa 8," nokuthi wonke umuntu azi kahle ukuthi ubhekisela kusiphi isigwebo.
Le mibhalo ihlukanisa phakathi kwezingxenye ze -Q&A (Imibuzo Nezimpendulo) kanye nengxoxo . Nakuba i-Q&A isetshenziselwa ukubuza imibuzo, ingxoxo ihlanganisa ukuphikisa, imiyalelo yejaji, noma izingxoxo phakathi kwabameli. Kubalulekile ukusebenzisa amathegi ezikhulumi afanayo (isb., "UMJULU" noma "NKK. LOPEZ") ukuqinisekisa ukusesha kwangaphakathi okunembile ngaphakathi kwedokhumenti.
Ukuze kusingathwe izinkinga zomsindo, kusetshenziswa izimpawu ezijwayelekile ezifana no- [inaudible 00:12:43] noma [speaking intimele] . Ungalokothi uqambe igama uma lingezwakali kahle, njengoba lokhu kungabhekwa njengecala elikhulu ezinqubweni zomthetho. Ukubhala ngokuqondile kuyisinqumo segolide; gwema ukuthambisa ulimi lofakazi.
Ukusungula izinto ezintsha ku-AI: Amamodeli e-Ultra Low Latency
Intuthuko yezobuchwepheshe isilethele amamodeli afana ne- Microsoft's MAI-Transcript-2-Streaming . Okwenza lolu hlelo lube olukhethekile yikhono lalo lokukhiqiza imibono yombhalo ngama -millisecond ayi-100 kuphela . Alindi umsebenzisi ukuthi aqede umusho, kodwa kunalokho lilungisa ukubhalwa njengoba lithola umongo owengeziwe, lisuse lezo zikhawu ezingavamile ezitholakala kubasizi bezwi.
Le modeli isekela izilimi eziningi ezahlukene futhi ingakwazi ukubona ukushintsha kolimi ngokushesha. Ukuze kuqedwe i-loop yokusebenzisana, ihambisana namamodeli okukhiqiza izwi afana ne -MAI-Voice-2.1-Flash , angakhiqiza umsindo one-latency encane. Lokhu kunikeza i-AI isikhathi esengeziwe sokucabanga nokubonisana namathuluzi ngaphambi kokuphendula, okwenza ingxoxo izwakale sengathi ingumuntu futhi ingokwemvelo.
Amafomethi Okuthumela Nokulethwa
Uma inqubo isiqediwe, ukuguquguquka kubalulekile. Kulabo abasebenza ngevidiyo, ifomethi efanelekile yi -SRT noma i-VTT , esevele inezikhathi ezilungiselelwe imibhalo engezansi kumapulatifomu afana ne-YouTube noma isofthiwe yokuhlela njenge-Premiere Pro. Ngezinjongo zokuphatha, amafomethi afana ne -JSON, i-PDF, noma i-DOCX avame ukusetshenziswa , okuqinisekisa ukuthi amathegi esipikha kanye nezitembu zesikhathi zihlala zinjalo.
Uhlelo lokubhala umbhalo lwanamuhla luhlanganisa ukunemba kobuchwepheshe bezinqubo zenethiwekhi , ukuqina kwefomethi yezomthetho, kanye namandla obuhlakani bokwenziwa. Kusukela ekusethweni kwe-WebSocket kuya ekukhetheni phakathi kokubhala umbhalo wemvelo noma ongokoqobo, umgomo uhlala ufana: ukuguqula umsindo ube ulwazi oluhlelekile, oluthembekile, nolutholakala kalula, kungaba okondla umsizi ohlakaniphile noma ukwethula ubufakazi obungenakuphikiswa enkantolo.