LangChainAmathuluzi Okuhlela nge-AII-LangChain iwuhlaka oluvulekile lokuthuthukisa izinhlelo zokusebenza ze-AI oluqondiswe kubathuthukisi. Ayinikezi imodeli enkulu yolimi ngokwayo, kodwa ixhuma amamodeli, idatha yangaphandle, ama-API kanye nemininingwane yolwazi ngezixhumi ezihlelwe ngezinto ezizimele. Abathuthukisi bangahlanganisa ukubiza okuhlanganisiwe, i-RAG yokuthuthukisa ukukhiqizwa ngokusesha, kanye namakhono ama-agent ukuze bakhe izinhlelo zokusebenza zemibuzo nezimpendulo ezisekelwe kumaziko olwazi, isevisi yamakhasimende ehlakaniphile, abasizi bekhodi, nezinye izinhlelo ezidinga ukwenza imisebenzi enezinyathelo eziningi. Ngokusebenzisa i-LangSmith, bangakwazi ukulandelela, ukulungisa nokuhlola ukugeleza komsebenzi wohlelo lokusebenza. Ilungele abathuthukisi bezinhlelo zokusebenza ze-AI, abaholi bezobuchwepheshe bamabhizinisi kanye nabacwaningi. Kubalulekile ukuqaphela ukuthi i-LangChain iwuhlaka lokuthuthukisa, hhayi umkhiqizo wokugcina olungele ukusetshenziswa; amaphrojekthi angempela asadinga ukuthuthukiswa kwekhodi, ukumiswa kwemodeli kanye nokuxhunyaniswa nezinhlelo zebhizinisi.027.5Wonke amathuluzi analeli thegi ayaboniswa.