Question 760
An engineer applies RRF to scores normalized per request and calls it a rank-based algorithm. Which technical action BEST resolves the primary problem?
Explanation
Correct Answer
Compute ranks within each result list before applying reciprocal-rank contributions. This targets the primary issue because RRF operates on list positions and is distinct from raw score interpolation. Verification: A simple manual calculation matches fusion output. Prevent recurrence: Keep rank offset and truncation policies documented.
Incorrect Answers
Using RRF to reward documents ranking highly across multiple candidate lists addresses a different database behavior; the relevant distinction is that compute ranks within each result list before applying reciprocal-rank contributions.
Exact search compares the candidate vectors directly without ANN recall tradeoffs.
Approximate indexes trade exact completeness for faster retrieval on large corpora.