Iminyaka emingaki yokuhlangana kwebanga lokukhiqiza esifundisa ngokwakha ama-agent e-AI

\u003ch2\u003eIminyaka emingaki yokuhlangana kwebanga lokukhiqiza esifundisa ngokwakha abenzeli be-AI\u003c/h2\u003e \u003cp\u003eLe ndatshana ihlinzeka ngemininingwane ebalulekile nolwazi ngesihloko sayo, okunikela ekwabelaneni ngolwazi nasekuqondeni.\u003c/p\u003e \u003ch3\u003eOkuthathayo Okubalulekile\u003c/h3\u003e \u003cp\u003eAbafundi bangalindela ukuzuza:\u003c/p\u003e \u003cul\u003e \u003cli\u003eUkuqonda okujulile kwesihloko\u003c/li\u003e \u003cli\u003eIzinhlelo zokusebenza ezisebenzayo nokuhambisana komhlaba wangempela\u003c/li\u003e \u003cli\u003e Imibono yochwepheshe nokuhlaziya\u003c/li\u003e \u003cli\u003e Ulwazi olubuyekeziwe lwentuthuko yamanje\u003c/li\u003e \u003c/ul\u003e \u003ch3\u003eValue Proposition\u003c/h3\u003e \u003cp\u003e Okuqukethwe kwekhwalithi okufana nalokhu kusiza ekwakheni ulwazi futhi kukhuthaze ukuthathwa kwezinqumo unolwazi ezizindeni ezihlukahlukene.\u003c/p\u003e

Imibuzo Evame Ukubuzwa

Isiphi isifundo esikhulu kunazo zonke emalini yezinga lokukhiqiza esisebenza kubasebenzeli be-AI?

Isifundo esibaluleke kakhulu ukudizayina ukuzihlukanisa okungaphumelelanga. Kuzinhlelo ezifanayo, uchungechunge olulodwa lokungaziphathi kahle lungonakalisa isimo esabiwe futhi lwehle ukwehluleka kulo lonke uhlelo lokusebenza. Abenzeli be-AI babhekana nezingozi ezifanayo - ikholi yethuluzi elilodwa ayihambanga kahle, i-API ehamba kancane, noma umsebenzi ongaphansi ovaliwe ungavala lonke ipayipi. Onjiniyela abanolwazi bafaka ama-circuit breaker, izikhathi zokuvala, nolayini abanemingcele. Lawa maphethini afanayo kufanele abe yisisekelo lapho uhlela ukugeleza komsebenzi kwama-ejenti amaningi, hhayi ukucabanga kwakamuva okuvalwe kamuva.

Ingabe ukuphathwa kwe-backpressure kuhumusha kanjani kusuka kumasistimu afanayo kuya kumapayipi e-ejenti ye-AI?

I-Backpressure ivimbela abakhiqizi abasheshayo kusukela kubathengi abahamba kancane abaningi kakhulu - umqondo ohlolwe impi kulayini wemilayezo kanye nezikhathi zokusebenza ezingavumelani. Kumasistimu e-ejenti ye-AI, lokhu kusho ukuthi mangaki ama-subagents ahambisanayo avela ngesikhathi esisodwa, amakholi we-LLM API anciphisa isilinganiso, kanye nokucela kwamathuluzi emugqeni ngokuhlakanipha. Ngaphandle kwayo, uthola izindleko zethokheni ezibalekayo, amaphutha omkhawulo wesilinganiso se-API, kanye nama-latency spikes angalindelekile. Amapulatifomu afana ne-Mewayz, ehlanganisa amamojula webhizinisi angu-207 ngo-$19/mo, asebenzisa ukuhlela okufanayo kokwazi izinsiza ukuze kugcinwe ukugeleza komsebenzi wamathuluzi amaningi kuzinzile ngaphansi komthwalo.

Kungani izinhlaka zama-ejenti we-AI zivame ukubukela phansi ukubaluleka kokubonakala?

Omakadebona bezimali bayazi ukuthi ongakwazi ukukubona, awukwazi ukukulungisa. Izimo zezinhlanga kanye nezikhathi ezimisiwe ezinhlelweni ezisabalalisiwe zinzima kakhulu ukuphinda zikhiqize - ukwehluleka kwe-ejenti ye-AI kwabelana ngekhwalithi efanayo enganqunyelwe. Ukungena okuhleliwe, ama-ID okulandelela alandela umsebenzi kuwo wonke ama-ejenti hop, kanye ne-latency histograms ngekholi ngayinye yethuluzi kubalulekile kusukela osukwini lokuqala. Abenzeli bokwakha abangenazo lezi zinsimbi balingana nokusebenzisa iseva yokukhiqiza ngaphandle kokugadwa — ekugcineni kukhona okuphukayo futhi awazi ukuthi kungani.

Iyiphi iphethini yokuvumelana esebenza ngokuqondile kakhulu lapho kwakhiwa amasistimu ama-ejenti amaningi athembekile namuhla?

Iphethini yesihlahla somphathi, edume i-Erlang/OTP, ngokungangabazeki iyona edluliseka kakhulu. Umphathi uqapha izisebenzi zezingane futhi asebenzise isu elichaziwe lokuqalisa kabusha lapho umuntu ephahlazeka — evumela isistimu ukuthi izilungise ngaphandle kokungenela komuntu. Amasistimu anama-ejenti amaningi azuza kakhulu kulokhu: umenzeli we-orchestrator uqapha ama-subagents akhethekile, uzama futhi ekuhlulekeni kwesikhashana, futhi andisa amaphutha aqhubekayo. Uma wakha ukugeleza komsebenzi okunikwe amandla yi-ejenti endaweni efana ne-Mewayz (amamojula angu-207, $19/mo), ukubhanqa lokho kusebenzisa nongqimba lwe-orchestration lwesitayela somqondisi kuthuthukisa kakhulu ukwethembeka kokukhiqiza.