Yiyiphi iminyaka ye-concurrency yemveliso-grade isifundisa malunga nokwakha i-AI agents

\u003ch2\u003e Yiyiphi iminyaka yemveliso-yebakala concurrency isifundisa malunga nokwakha AI agents\u003c/h2\u003e \u003cp\u003eEli nqaku libonelela ngolwazi oluxabisekileyo kunye nolwazi ngesihloko salo, igalelo ekwabelaneni ngolwazi kunye nokuqonda.\u003c/p\u003e \u003ch3\u003eIzinto eziThathayo ezingundoqo\u003c/h3\u003e \u003cp\u003e Abafundi banokulindela ukufumana:\u003c/p\u003e \u003cul\u003e \u003cli\u003eUkuqonda nzulu umbandela\u003c/li\u003e \u003cli\u003eUsetyenziso olusebenzayo kunye nokufaneleka kwehlabathi lokwenyani\u003c/li\u003e \u003cli\u003e Iimbono zeNgcali kunye nohlalutyo\u003c/li\u003e \u003cli\u003eUlwazi oluhlaziyiweyo kuphuhliso lwangoku\u003c/li\u003e \u003c/ul\u003e \u003ch3\u003e ixabiso leSindululo\u003c/h3\u003e \u003cp\u003eUmgangatho womgangatho onje unceda ukwakha ulwazi kwaye ukhuthaze ukuthathwa kwezigqibo ezinolwazi kwiindawo ezahlukeneyo.\u003c/p\u003e

Imibuzo Ebuzwa Rhoqo

Sesiphi esona sifundo sikhulu kwimveliso-yenqanaba lemali yemali esebenza kwiiarhente ze-AI?

Esona sifundo sibaluleke kakhulu kukuyila ukohlulahlulahlula. Kwiinkqubo ezihambelanayo, umsonto omnye wokungaziphathi kakuhle unokonakalisa imeko ekwabelwanayo ngayo kunye nokungaphumeleli kwe-Cascade kuso sonke isicelo. Iiarhente ze-AI zijongene nemingcipheko efanayo - umnxeba wesixhobo esinye awuhambanga kakuhle, iAPI ecothayo, okanye umsebenzi ongaphantsi ovaliweyo unokuvala wonke umbhobho. Iinjineli ezinamava zisebenzisa izikhewuli zesekethe, ukuphuma kwexesha, kunye nemigca ebotshiweyo. Ezi patheni zinye kufuneka zibe sisiseko xa kusenziwa umqukuqelo wee-arhente ezininzi, hayi ukucinga emva kwexesha.

Luguqulela njani ulawulo loxinzelelo ukusuka kwiinkqubo ezihambelanayo ukuya kwimibhobho yearhente ye-AI?

Uxinzelelo lwangasemva lunqanda abavelisi abakhawulezayo ekugqithiseleni kubathengi abacothayo - ingqikelelo yedabi-ivavanywa kwimigca yemiyalezo kunye namaxesha okusebenza async. Kwiinkqubo ze-arhente ye-AI, oku kuthetha ukuthomalalisa ukuba zingaphi ii-subagents ezihambelanayo ezizala ngaxeshanye, iminxeba ye-LLM API enciphisa umyinge, kunye nezicelo zesixhobo sokufola ngobukrelekrele. Ngaphandle kwayo, ufumana iindleko zethokheni yokubaleka, iimpazamo zomda we-API, kunye ne-latency spikes engalindelekanga. Iiplatforms ezifana neMewayz, ezidibanisa iimodyuli ze-207 zoshishino nge-$ 19 / mo, sebenzisa ukucwangciswa kwezixhobo ezifanayo zokugcina izixhobo zokusebenza ezininzi zizinzileyo phantsi komthwalo.

Kutheni izikhokelo ze-arhente ze-AI zihlala zijongela phantsi ukubaluleka kokuqwalaselwa?

Amagqala emali ayazi ukuba into ongenakuyiqwalasela, awukwazi ukuyilungisa. Iimeko zobuhlanga kunye ne-deadlocks kwiinkqubo ezisasazwayo ziyaziwa ngokuba nzima ukuvelisa kwakhona - iintsilelo ze-arhente ye-AI zabelana ngomgangatho ofanayo wokungagqibeki. Ukugawulwa okucwangcisiweyo, ukulandelela ii-ID ezilandela umsebenzi kuzo zonke ii-agent hops, kunye ne-latency histograms ngesixhobo sokufowunela zibalulekile ukususela kusuku lokuqala. Iiarhente zokwakha ngaphandle kwesi sixhobo zilingana nokuqhuba iseva yemveliso ngaphandle kokubeka iliso - ekugqibeleni kukho into eqhawukayo kwaye awuyazi ukuba kutheni.

Yeyiphi ipateni ye-concurrency esebenza ngokuthe ngqo xa kusakhiwa iinkqubo ezithembekileyo zee-arhente ezininzi namhlanje?

Ipateni yomphathi womthi, ethandwa ngu-Erlang/OTP, ngokungathandabuzekiyo ngoyena unokudluliselwa. Umphathi ubeka esweni abasebenzi babantwana kwaye asebenzise isicwangciso esichaziweyo sokuqalisa ngokutsha xa umntu entlitheka - evumela inkqubo ukuba izinyange ngaphandle kokungenelela komntu. Iinkqubo zee-arhente ezininzi zixhamla kakhulu koku: i-arhente yeokhestra ibeka iliso kwii-subagents ezikhethekileyo, iphinda izame ukusilela okwethutyana, kwaye inyusa iimpazamo eziqhubekayo. Ukuba wakha ukuhamba komsebenzi okunamandla e-arhente kwiqonga elifana neMewayz (iimodyuli ezingama-207, i-$ 19 / mo), ukudibanisa eso sixhobo kunye nomaleko we-orchestration yesimbo somphathi kuphucula kakhulu ukuthembeka kwemveliso.