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Free LangChain course

LangChain for LLM Applications and RAG

Module 06 Knowledge Check

5 questions. Pass mark 4 out of 5. Answer every question before checking the answer key below, then retry after reading the feedback.

1. 'Grounded' means each material claim…

2. Instructing the chain to answer only from context is…

3. When retrieved context does not contain the answer, the chain should…

4. Citations should reference…

5. Stuffing more retrieved documents into the prompt to improve quality often…

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Answer Key and Explanations

Check these only after attempting every question.

1. B - Is supported by a retrieved passage the reader can verify

An attached citation that does not support the claim is worse than none - it manufactures trust.

2. B - A useful bias that reduces but does not eliminate unsupported additions

Prompt instructions shape behaviour; they do not enforce it. Verification stays in the workflow.

3. B - State that the sources do not cover it

Falling back to parametric knowledge in a grounded assistant produces confident, uncitable claims.

4. B - The specific passage used, with a path back to the source

Verification must be cheap or it will not happen.

5. B - Backfires - relevant content gets diluted among distractors

Precision of context matters more than volume; re-ranking beats raw quantity.

Practical Check

Apply this module to your own work: complete the module activity for *Retrieval Chains with Grounded Responses*, then write one sentence naming what your result shows and one naming what it does not.

Strong Answer Pattern

A strong answer names the task, the evidence used, the check performed, and the remaining limitation. It avoids "proved", "guaranteed", or "always" unless the evidence genuinely supports it.