RAG agent
Agent RAG dafay yeesal generation retrieval-augmented ci may agent bi mu tànn kañ, lan, ak ñaata yoon lay seet balaa muy tontu.
Résumé
Instead of one fixed lookup, it reasons, retrieves, and refines in a loop.
Plongeur bu xóot
Recuperation-augmenté generation (RAG) dafay def benn mbir: jël laaj bi jëfandikukat bi laaj, jël yenn këyit yu am solo ci benn butig vecteur, nga dugal leen ci prompt bi. Agent RAG dafay jël dogal bu am solo. Agent bi dafay njëkka xalaat ndax fàww mu seet, ban laaj lay jëfandikoo, ak ban balluwaay lay laaj. Mën na xaaj laaj bu jafe ci ay laaj yu ndaw, jëlaat bu nekk ci ñoom, jàngat ndax njariñ yi doy nañu, ba noppi seetaat ak laaj bu sell sudee kontaanoo ci. Mën na jaar ci diggante base de connaissance yu bari, woo seetug web, wala jëfandikoo base de done SQL lépp di aju ci laaj bi. Bii iteratif, jumtukaay-tànneef jeffin jubluwaay multi-hop ('Kan ci sunu kiliyaan yi ci Texas siñe ginaaw coppite politik?') bi RAG benn-shot tontu bu baax, ci njëgu woote model yu bari ak latency.
Gis-gis xarala
Agent bi dafay jàppee retriever yi ni ay jumtukaay. Ci turn bu nekk mën na tànn jëf juy wut, xool pàcc yiñ delloo, xool seen njariñ, ba noppi jël dogal tontu wala laajaat ak laaj buñ defaraat. Benn boucle bu am sartu taxawal (firnde yu doy, wala àppu jéego) mooy saytu iteration yi. Yenn konseptioŋ yi dañuy yokk benn jéego buy segg pàcc yiñ jëlee te amul njariñ laataa ñuy génne, suko defee ñu wàññi saas yi model bi di réer ci contexte bi génn ci topic bi.
njeextalu pexe
Tabax tànneef
Ni ñuy jëmmale aplikaasioŋ bi mooy wane ndax IA dafay gëna baaxal njariñ yi.
Ekip ak def liggéey
Integraasioŋ bu baax ci def liggéey dafay jur njariñu liggéey bu jëfandikukat yi mëna wóolu.
Risk ak kaaraange
Jëfandikoo bu jaar yoon dina wàññi coono coppite ak risku samp gi.
Ëlëgu Agent RAG
Agent RAG mingi boole ay kaadar agent yu gëna yaatu: retrieval nekk na benn jumtukaay ci lu bari, ci wetu kalkulatër yi, jëfandikoo kode, ak APIs. Xaarandil waajal laajte bu gëna am xel, joxe grade sa bopp ci firnde yiñ jëlee, ak denc li ñu jëlee ci cache ngir wàññi njëg yi. Routing source bu gëna baax dina may benn agent mu génne ci dokimaa yi ci biir, web bi, ak base de done yuñ yamale ci benn tontu. Tension bi gëna mag, jaar-jaar ak latency ak njëg, dina dawal sistem adaptif yiy jëfandikoo retrieval yu bari yu diis sudee laaj bi moo ko waral.
Doxal ci àdduna dëgg
Jàppalekatu liggéeyukaay biy jël dogal ndax dafay laaj téere HR, wiki codebase, wala base de done SQL buy jaay ci laaj bi.
Jàppalekatu gëstukat bi xaaj 'jëfandikoo drog A ak drog B' ci ñaari seet, jël bu nekk ci ñoom, ba noppi boole.
Bot buy jàppale nit ñi, di seet dokimaa yi, jàpp ni doyul, daal di formulee laaj bi, ba noppi seetaat balaa muy tontu.
Jumtukaayu yoon buy def seet yu bari, wut klawusul, ba noppi seet sàrt yi mu doon royuwaay.
Risk yi ak balustrade yi
Otomatise procédure bu yàqu mën na yokk jafe-jafe yi fi nekk.
Ekip yi mën nañu otomatise lu ëpp ba noppi dindi àtteb nit ñi.
Kalite mën na wàññeeku sudee duñu wéy di jàngat li ñuy génne.
Roadmap ngir samp gi
Defal kàrt ni liggéey bi di doxee leegi nga ràññee jéego bi gëna am jafe-jafe.
Mandargal barabu saytu nit balaa otomatisasioŋ bu mat sëkk.
Taggat jëfandikukat yi ci ay laaj, yooni eskalaasioŋ ak seeni sàrti kalite.
Toppal njariñu niveau liggéey bi ngir firndeel valeur buy wéy.
Weyal di banneexu
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Gis bi ci topp
RAG
Laaj yi ñuy faral di laaj
What is Agentic RAG?
Agent RAG dafay yeesal generation retrieval-augmented ci may agent bi mu tànn kañ, lan, ak ñaata yoon lay seet balaa muy tontu. Du benn seetlu bu takku, dafay xalaat, jëlaat, ak setal ci benn loop.
Lan mooy wuutale RAG agent ak RAG classic?
Classic RAG dafay def benn seet bu takku; RAG agent dafay def retrieval ab dogal buy yengu te agent bi moo koy saytu.
naka la ko agent RAG di def ngir saafara jafe-jafe yu bari yi?
Xaajale ci ay laaj yu ndaw ak am firnde ci bu nekk ci ñoom mooy dooley RAG agent.
Ci RAG agent, retrievers dañu leen di gëna mëna wax ci agent bi?
Agent bi dafay jàppee retriever bu nekk ni jumtukaay la, ba noppi di xool ndax ak naka lañu koy jëfandikoo ci tour bu nekk.
Lan la jéego 'grading' bu tànneef di def ci RAG agent?
Njortu relevansi ci pàcc yiñ jëlee dafay wàññi risku bi contexte bi génn ci topic bi di réer ci model bi.
Lan mooy njëgu RAG agent buñu ko méngale ak RAG benn yoon?
Xalaat yu bari ak seet yu bari dañuy gëna baaxal tontu yi waaye dañuy yokk yeexal ak njëg.