Kedis ku xidhan hagaha · Dhexdhexaad Heerka

Kediska RAG ee wakiilka

Faham sida nidaamyada dib u soo celinta wakiilka u doortaan ilaha, u kala furfuraan su'aalaha, qiimee caddaynta, una maamulaan kharashka soo celinta.

Wadooyinka haga ee la xidhiidhaWakiilka RAG
Su'aal 1 ee 8

Compared with a simple single-shot retrieve-and-generate baseline, what can agentic RAG add?

Horudhac su'aal kasta8 su'aalo

Jawaabaha iyo sharraxaadaha waxay soo baxayaan markaad qaadanayso kediska.

  1. Compared with a simple single-shot retrieve-and-generate baseline, what can agentic RAG add?
    • The agent can decide whether and how to retrieve again during the task
    • Every classic RAG system makes exactly one lookup
    • Retrieval is never used
    • The model guarantees a correct answer after one search
  2. Sidee ayuu wakiilka RAG u maareeyaa su'aasha adag ee hop badan?
    • Way diiday inay ka jawaabto
    • Waxay u jebin kartaa su'aasha su'aalo-hoosaadyo oo mid walbana u soo ceshano
    • Had iyo jeer waxay ka jawaabtaa xusuusta kaliya
    • Way tirtiraysaa su'aasha
  3. RAG wakiilka ah, dib-u-soo-celinta ayaa sida ugu fiican loogu sifeeyay waxa wakiilka?
    • Nidaamyada asalka ee aan la isticmaalin
    • Jawaabta ugu dambeysa
    • Qalabka wakiilku dooran karo inuu waco
    • Nooc ka mid ah filtarrada sawirka
  4. Maxay ka qabtaa tillaabada 'shahaadaynta' ikhtiyaariga ah ee RAG wakiilka ah?
    • Isticmaalaha u qoondeeya dhibco
    • Tirtiraa dukaanka vector
    • Wuu turjumayaa jawaabta
    • Shaandheeyaa jajabyada aan khusayn ee la soo saaray ka hor jiilka
  5. Waa maxay qiimaha ugu muhiimsan ee RAG wakiilka ah marka la barbar dhigo RAG hal-shut ah?
    • Wicitaanno moodeel badan iyo daahitaan sare
    • Ma isticmaali karto dukaanka vector
    • Waxay luminaysaa dhammaan saxnaanta
    • Wax xisaabin ah uma baahna
  6. Xaaladdee ayaa ku habboon RAG wakiilka ah?
    • Dib u soo celinta ereyada saxda ah ee isticmaalaha
    • Isku xirka su'aasha udhaxeysa dukumiintiyada gudaha, shabakada, iyo xogta SQL haddii loo baahdo
    • Soo saarista qoraal aan toos ahayn oo aan lahayn ilo
    • Cadaadiska faylka sawirka
  7. What role do reflection tokens play in the Self-RAG framework?
    • They encrypt documents before indexing
    • They replace all retrievers with a fixed SQL query
    • They let the model signal retrieval decisions and critique retrieved evidence or generated responses
    • They guarantee that every generated citation is correct
  8. How does Adaptive-RAG choose among retrieval strategies?
    • It always performs the same number of searches
    • It skips retrieval for every multi-hop question
    • It selects sources only by document length
    • It selects a retrieval approach based on estimated question complexity