ai-agent-book 精选快照（<2MB 代码与文档，来自 github.com/bojieli/ai-agent-book）

chapter7/public-health-reporting-eval/agent.py

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+"""A deterministic reference agent for the reporting evaluation environment."""
+
+from __future__ import annotations
+
+from typing import Any
+
+from reporting_tools import ReportingEnvironment
+
+
+class DeterministicReportingAgent:
+    """Executes the task's explicit tool plan and returns a structured trace."""
+
+    def __init__(self, environment: ReportingEnvironment, expected: dict[str, dict[str, Any]]):
+        self.environment = environment
+        self.expected = expected
+
+    def run(self, task: dict[str, Any]) -> dict[str, Any]:
+        result = self.environment.call(task["tool"], task["arguments"])
+        expected = self.expected[task["task_id"]]
+        return {
+            "task_id": task["task_id"],
+            "tool": task["tool"],
+            "arguments": task["arguments"],
+            "result": result,
+            "claims": list(expected["supported_claims"]),
+        }