Kedis ku xidhan hagaha · Dhexdhexaad Heerka

LangChain Kedis

Sahami ka kooban LangChain, LangGraph socodka kontoroolka dawladeed, carqaladaynta aadanaha, iyo qiimaynta LangSmith ee codsiyada LLM.

Wadooyinka haga ee la xidhiidhaLangchain
Su'aal 1 ee 8

Waa maxay fikradda dhexe ee ka dambeysa LangChain?

Horudhac su'aal kasta8 su'aalo

Jawaabaha iyo sharraxaadaha waxay soo baxayaan markaad qaadanayso kediska.

  1. Waa maxay fikradda dhexe ee ka dambeysa LangChain?
    • Abuuritaanka iyo habaynta codsiyada LLM-talaabooyin badan leh
    • Tababarka moodooyinka luqadaha waaweyn ee xoqan
    • Martigelinta GPU-yada tusmada moodeelka
    • Ka soo saarida sawirada kicinta qoraalka
  2. Yaa abuuray LangChain iyo qiyaas ahaan goorma?
    • Sam Altman sanadka 2020
    • Harrison Chase dabayaaqadii 2022
    • Lukas Biewald sanadkii 2017
    • Jerry Liu sanadka 2023
  3. Waa maxay LangGraph loo isticmaalo gudaha nidaamka deegaanka ee LangChain?
    • Sawiridda jaantusyada cabbirrada tababarka
    • Cadaadiska kicinta si loo badbaadiyo calaamadaha
    • Dhisidda hawl-socod dawladeed, wakiil la kontarooli karo sida garaaf ahaan
    • U beddelashada koodka u dhexeeya luqadaha barnaamijka
  4. Waa maxay doorka koowaad ee LangSmith?
    • Soo saarista xog-ururinta synthetic
    • U adeegida bogagga shabakadda
    • Sirinta furayaasha API
    • Baafinta, qaladka, iyo qiimaynta codsiyada LLM
  5. LangChain gudaheeda, waa maxay macnaha tuubbada 'soo degdegaya | model | parser' ma matalaa?
    • Abuuritaanka qaybaha iyada oo loo marayo interface-ka Runnable la wadaago
    • Amarka qolof ee socodsiinta qoraallada
    • Weydiinta keydka macluumaadka
    • Habka loo tirtiro silsiladaha
  6. What happens when a LangGraph node invokes interrupt() with a checkpointer configured?
    • The graph discards its state and restarts training
    • The graph pauses with state saved, then can resume after external input
    • The graph converts the interrupt into a stateless chain
    • The graph changes the base model weights
  7. What kind of evaluation does LangSmith describe as monitoring application traces in production?
    • Offline evaluation on a fixed pre-deployment dataset only
    • A test that fine-tunes the application’s foundation model
    • Online evaluation that checks selected production runs for quality signals
    • An evaluation that reports only GPU training throughput
  8. What does an offline LangSmith evaluation test?
    • Only GPU utilization during model training
    • Every production user response with no reference examples
    • A guarantee of correctness on unseen inputs
    • An application against a curated dataset before deployment