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

chapter5/agent-creator/demo.py

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+from __future__ import annotations
+
+import argparse
+import json
+from pathlib import Path
+
+try:
+    from dotenv import load_dotenv
+    load_dotenv()
+except ImportError:
+    pass
+
+from creator import DEFAULT_PROTOCOL, load_protocol, run_experiment
+
+
+DEFAULT_REQUIREMENTS = load_protocol()[0]["requirements"]
+
+
+def main() -> None:
+    parser = argparse.ArgumentParser(
+        description="Experiment 5-13: compare an Agent created from scratch with one adapted from a proven Agent"
+    )
+    parser.add_argument("--requirements", default=DEFAULT_REQUIREMENTS)
+    parser.add_argument("--output", type=Path, default=Path("runs/latest"))
+    parser.add_argument("--protocol", type=Path, default=DEFAULT_PROTOCOL)
+    parser.add_argument(
+        "--live-task",
+        default=None,
+        help="Development-only single task override; it cannot complete the frozen book experiment",
+    )
+    parser.add_argument("--no-live", action="store_true", help="Skip real API execution of generated Agents")
+    parser.add_argument(
+        "--resume",
+        action="store_true",
+        help="Reuse already generated arms in --output and repair/revalidate them",
+    )
+    args = parser.parse_args()
+    result = run_experiment(
+        args.requirements,
+        args.output,
+        live=not args.no_live,
+        live_task=args.live_task,
+        resume=args.resume,
+        protocol_path=args.protocol,
+    )
+    print(json.dumps(result, ensure_ascii=False, indent=2))
+    if not result["official_complete"]:
+        raise SystemExit(1)
+
+
+if __name__ == "__main__":
+    main()