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Free LangChain course

LangChain for LLM Applications and RAG

Module 12 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. 'Traceable' in this capstone means a reviewer can…

2. Your capstone must define refusal behaviour because…

3. The evaluation section should state…

4. Which limitation is worth stating even for a good assistant?

5. Before any deployment, confirm that…

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Answer Key and Explanations

Check these only after attempting every question.

1. B - Follow query, retrieval, prompt, and output for any given run

Traceability is what allows a claim to be challenged and a bug to be located.

2. B - Without it the assistant will answer confidently from outside its sources

Refusal is a designed capability, not an emergent one.

3. B - The test set composition, metrics, thresholds, and current results

Numbers without thresholds and set composition cannot be judged by a reviewer.

4. B - Corpus boundary, freshness, and the fact that citations require spot-checking

Stating boundaries is what produces calibrated trust rather than over-reliance.

5. B - Permissions are enforced at retrieval and traces do not expose data inappropriately

These two are the most common real incidents in shipped RAG assistants.

Practical Check

Apply this module to your own work: complete the module activity for *Capstone: Traceable RAG Assistant*, 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.