Reference · Glossary
Precision@k
Fraction of **top-k retrieved chunks that are relevant** — measures noise in the context window.
#When to use
When too many irrelevant chunks confuse the generator.
#When not
Alone on tiny k — pair with recall@k.
#Example
3 of 5 top hits on-topic → precision@5 = 0.6.