RAG
Ithegi yethuluzi le-AIEZZ
Ubheka imikhiqizo ye-AI enethegi ethi “RAG”, enemiphumela efanayo engu-2.
VectorizeUmsizi ohlakaniphile we-AIIVectorize iyisendlalelo sememori sama-agent e-AI esakhelwe phezu kwe-Hindsight, esibhekiswe kubathuthukisi bezinhlelo ze-AI abadinga umongo wesikhathi eside, emaqenjini ezobuchwepheshe ezinkampani nakubahlanganisi bezinhlaka zama-Agent. Abathuthukisi bangayixhuma ezinhlelweni zokweseka amakhasimende, kubasizi bangaphakathi, ezinhlelweni ezenzelwe umuntu ngamunye kanye nasezinhlelweni zokubambisana ezinemijikelezo eminingi besebenzisa i-MCP, i-REST API noma i-Python SDK. Lokhu kwenza ama-agent agcine izintandokazi zabasebenzisi, izinqumo zangaphambilini nolwazi olutholwe ekuxhumaneni, bese ebuyisa ulwazi olufanele emisebenzini elandelayo. Uhlelo luphinde lusekele ukuguqula izingcingo ezihlulekile nokulungiswa okwenziwa abasebenzisi kube ulwazi olungasetshenziswa futhi. IVectorize inikeza isixazululo se-Hindsight esizibambela wena esivulekile ngaphansi kwelayisensi ye-MIT, kanye nensizakalo yamafu ekhokhiswa ngokusetshenziswa; isixazululo sokuzibambela wena sidinga ukuthi iqembu lilungiselele ingqalasizinda yalo futhi lithwale umthwalo wokuyifaka nokuyigcina.088.3
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.