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Figure 8.4: One-shot retrieval versus an agentic loop

One-shot retrieval versus an agentic loop.
Figure 8.4 One-shot retrieval versus an agentic loop. The faded strip at the top is the classic pipeline: retrieve once, use what came back, no way to recover a bad pull. The cycle below adds the one thing that strip lacks—an evaluate step and, in accent, a return path that refines the query and retrieves again until the results are good enough. Retrieval becomes a tool the agent can call more than once, not a single fixed step.