Umehluko Phakathi Kokusebenzisa Amathuluzi e-Agent Nokusebenza Kwejwayelekile

Lo mbhalo uxoxa ngomehluko oyinhloko phakathi kokusebenzisa amathuluzi e-Agent nokusebenza kwejwayelekile, futhi uchaza kabanzi ngomshini, inani, izindlela ezivame ukwehluleka, kanye nezindlela zokubhekana nazo.

Umehluko Oyinhloko

Ukusebenza kwejwayelekile kunqunywa ngesikhathi sokuhlanganisa, kuyahambisana, futhi kunomphumela oqinisekile, lapho umhleli ekhombisa khona isikhathi, imingcele, kanye nokuphatha amaphutha ngokusobala. Ukusebenzisa amathuluzi e-Agent kunqunywa ngesikhathi sokusebenza, akuhambisani, futhi akunampilo oqinisekile, lapho i-Large Language Model (LLM) inquma ngokuguquguqukayo ukuthi ingasebenzisa ithuluzi, yiliphi ithuluzi, kanye nokuthi yikuphi okufanele kudluliswe njengemingcele, ngokusekelwe kokufakwe umsebenzisi kanye nomongo.

Umshini Oyinhloko kanye Inani Lokusebenzisa Amathuluzi e-Agent

• Kungani kudingeka: Ukuze kwehliswe imikhawulo ye-LLM efana nokuphela kosuku lolwazi, ukungakwazi ukubala ngokunembile, nokungakwazi ukufinyelela idatha yangempela, ngokusebenzisa amathuluzi angaphandle (anjengosesho, izizinda zedatha, ama-API) ukunweba amandla ayo.
• Inqubo yokusebenza: Isibonelo sokubuza isimo sezulu, i-LLM idlula ezingxenyeni eziningi zokucabanga: 1) Ukuhlaziya isidingo nokunquma ukusebenzisa ithuluzi; 2) Ukukhetha ithuluzi elifanele ohlwini lwamathuluzi abhalisiwe (njenge get_weather); 3) Ukukhipha imingcele olimini lwemvelo (njengedolobha, usuku); 4) Ukwenza ukusebenzisa ithuluzi; 5) Ukukhiqiza impendulo yokugcina ngokusekelwe emiphumeleni yethuluzi. Yonke inqubo iyaguquguquka.

Umehluko Oyisihlanu Obalulekile

1. Isikhathi sokubiza: Ukusebenza kwejwayelekile kunqunywa ngesikhathi sokubhala ikhodi; ukusebenzisa i-Agent kunqunywa yi-LLM ngesikhathi sokusebenza.
2. Umthombo wemingcele: Imingcele yokusebenza kwejwayelekile ibhalwe ngokuqinile; imingcele yokusebenzisa i-Agent ikhishwa yi-LLM olimini lwemvelo, futhi ingahle ibe namaphutha.
3. Ukuphatha amaphutha: Ukwehluleka kokusebenza kwejwayelekile kuphakamisa i-exception, bese kungena enqubweni yokuphatha amaphutha emisiwe; ukwehluleka kokusebenzisa i-Agent, imininingwane yephutha ibuyiselwa ku-LLM, futhi i-LLM inquma ngokwayo isu lokululama (njengokuphinda izame, ukushintsha ithuluzi, noma ukwazisa umsebenzisi).
4. Uchungechunge lokubiza kanye nokubonakala: Uchungechunge lokubiza kwejwayelekile lunqunyiwe futhi kulula ukuluhlola; uchungechunge lokubiza kwe-Agent alunampilo, kunzima ukuluhlola, futhi kudinga ukuthembela kumarekhodi okucabanga.
5. Izindleko zokusebenza: Izindleko zokusebenza kwejwayelekile zingama-nanosecond; izindleko zokusebenzisa i-Agent ziphakeme kakhulu ngenxa yokucabanga kwe-LLM (imizuzwana) kanye nokusebenza kwethuluzi.

Izinhlobo Ezintathu Ezivame Ukwehluleka kanye Nezindlela Zokuxazulula

1. Amaphutha ekukhishweni kwemingcele (njengamaphutha ekuguquleni usuku noma ukungabi bikho kwemingcele): Cacisa ifomethi yemingcele kanye nemingcele encazelweni yethuluzi; uma imingcele ebalulekile ingekho, yenza i-LLM ibuze umsebenzisi kunokuba iqagele.
2. Amaphutha ekukhetheni ithuluzi (njengokweqa izinyathelo ezingaphambili): Cacisa izimo ezingaphambili kanye nezimo zokusebenza encazelweni yethuluzi; ungasebenzisa izinhlaka ezinjenge-ReAct ukuze i-LLM ikhiphe izinyathelo zokucabanga, ukuthuthukisa ikhwalithi yezinqumo.
3. Izinkinga zokusebenza kwethuluzi (njenge-API timeout noma amaphutha abuyisiwe): Yenza imininingwane yamaphutha abuyiselwe ithuluzi ibe incazelo yolimi lwemvelo engaqondwa yi-LLM, ukuze ikwazi ukwenza izinqumo ezifanele zokululama.

Isu Lokuphendula Enhlolweni

Kunconywa ukuthi uphendule ngezinyathelo ezintathu: Okokuqala, nikeza incazelo eyinhloko; bese usebenzisa isibonelo esithile ukuchaza inqubo ephelele; ekugcineni, khuluma ngemikhawulo (njengokuthi imingcele ingahle ibe namaphutha, izindleko zokusebenza ziphakeme). Uma kubuza imibuzo elandelayo, gcizelela ukuthi i-Agent iyakwazi ukululama ngokwayo emaphutheni, futhi ngokusebenzisa izincazelo ezicacile zamathuluzi, ukuqinisekisa imingcele, ukubuza ngenkuthalo, kanye nezibonelo ezimbalwa (few-shot), ukwehlisa izinga lamaphutha ekudluliseni imingcele.