LangChain Uyasebenza

I-LangChain iwuhlaka oluvulekile lokuthuthukisa olusetshenziselwa ukwakha izinhlelo zokusebenza zamamodeli amakhulu olimi; ayiyona imodeli ezimele noma umkhiqizo wengxoxo osulungele ukusetshenziswa. Ngezixhumi ezihlelwe ngezinto ezizimele, ihlanganisa ukubizwa kwemodeli, ukuxhunywa kwedatha, ukusetshenziswa kwamathuluzi nokuhlelwa kwemisebenzi kube ukugeleza komsebenzi okungasetshenziswa kabusha.

Uhlaka lwakhiwe ngendlela engabopheleli kakhulu kumodeli othile, ngakho abathuthukisi bangaxhuma amamodeli ahlukene kuye ngezidingo zephrojekthi futhi bahlele umqondo wohlelo ngokuvumelana nebhizinisi elithile.

I-LangChain isekela ukubiza okuhlanganisiwe, okuxhumanisa amamodeli amakhulu olimi, ama-API, imininingwane yolwazi nezinye izinto kube ukugeleza komsebenzi okuqhubekayo. Ngamamojuli okuxhuma idatha nawokusesha, okuqukethwe kwemibhalo eyimfihlo noma imininingwane yolwazi kungangeniswa ezinhlelweni ze-RAG.

Amakhono ama-agent enza imodeli ikwazi ukuhlela izinyathelo ngokomsebenzi bese ibiza ama-API angaphandle noma imisebenzi. Ngokusebenzisa i-LangSmith, abathuthukisi bangakwazi ukulandelela, ukulungisa nokuhlola inqubo yokwenziwa kohlelo lokusebenza lwe-AI.

Ilungele umsebenzi wokuthuthukisa odinga ukuxhumanisa amamodeli amakhulu olimi nebhizinisi langempela, njengemibuzo nezimpendulo zamaziko olwazi ezinkampani, isevisi yamakhasimende ehlakaniphile, abasizi bokukhiqiza ikhodi, kanye nemisebenzi enezinyathelo eziningi edinga ukufunda idatha yangaphandle noma ukubiza amathuluzi.

Abathuthukisi bezinhlelo zokusebenza ze-AI bangayisebenzisa ukwakha nokuthuthukisa amaphrototype, abaklami bezakhiwo zamabhizinisi bangayisebenzisa ukuklama izinhlelo ezenzelwe izidingo ezithile, kanti abacwaningi nabafundi bangayisebenzisa ukuhlola izinhlobo zezinhlelo zokusebenza ezifana nama-agent.

I-LangChain ixazulula izinkinga zokuxhuma nokuhlela izinhlelo zokusebenza ze-AI. Abasebenzisi kusadingeka bazilungisele bona amamodeli, imithombo yedatha, izixhumi kanye nemithetho yebhizinisi, futhi baqede ukuthuthukiswa kwekhodi kanye nokumiswa kokuthunyelwa. Ilungele kakhulu amaqembu anamakhono okuthuthukisa, kodwa ayifanele ukusetshenziswa njengesoftware esele ilungile engadingi ukumiswa kobuchwepheshe.

Amaphrojekthi abandakanya i-RAG noma ama-agent adinga futhi ukuhlela ukugeleza komsebenzi ngokusekelwe kudatha nemisebenzi ethile, kanye nokuhlola ngokuqhubekayo ukuziphatha kohlelo lokusebenza ngokulandelela, ukulungisa nokuhlola.