Should Online Retrieval and Offline Evaluation Separate?

ethanchen20250322 · reddit · 2026-07-09

The author discusses whether vector retrieval in LLM applications should decouple online retrieval from offline evaluation tasks. Online retrieval handles user requests directly, where p95/p99 latency severely impacts product experience, making it better suited for stable and predictable dedicated compute resources.

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