Study guides / Knowledge & Retrieval / Beginner

Answer from evidence

Retrieval supplies relevant material to a model. It does not automatically make an answer true, current, or authorized.

Usevra Learn · learn.usevra.com/guides/retrieval-beginner

Understand the retrieval pipeline

Collect documents, extract usable text, split it into meaningful units, index it, retrieve candidates, and provide selected context to the model. Each stage can lose information. An answer failure may begin with a document that never entered the index.

Keep source context intact

Preserve titles, dates, sections, units, and source identifiers. A sentence about an exception can be misleading without the rule it qualifies. Prefer authoritative sources and make the relevant evidence inspectable.

Check that evidence supports the claim

A citation is useful only if the cited passage actually supports the statement. When evidence is missing or conflicting, describe the gap instead of filling it with a guess. Distinguish the document publication date from the date the policy takes effect.

A worked example

A user asks about today’s refund policy, but the retrieved document expired last year.

Treat the passage as outdated, look for the current approved policy, and say if no current source is available. Do not present the expired policy as current just because its wording closely matches the query.

The point: Similarity is not authority or freshness.

Check your understanding

These are learning exercises, separate from the scored exams. Choose an answer, then check the explanation.

1. A citation exists, but its passage does not support the answer. Is the answer grounded?
2. Which metadata helps identify an outdated policy?

Before you take the exam

Explain these concepts in your own words, work through a different example, and describe why the tempting alternatives fail. Use the references to go deeper.

Beginner assessment: 25 questions · 35 minutes · 80% pass mark. Check the assessment page for current rules.
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