From bfb2ddbe76bcac0df2315b463c6dc6cf7305d004 Mon Sep 17 00:00:00 2001
From: root <953994191@qq.com>
Date: Fri, 8 May 2026 02:08:22 +0800
Subject: [PATCH] =?UTF-8?q?test:=20=E9=80=82=E9=85=8D=E6=96=B0=E7=9A=84=20?=
 =?UTF-8?q?final=5Freply=20=E8=BF=94=E5=9B=9E=E6=A0=BC=E5=BC=8F?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
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---
 tools/test/test_minimal_agent.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/tools/test/test_minimal_agent.py b/tools/test/test_minimal_agent.py
index 393c56f..cf5fbcf 100644
--- a/tools/test/test_minimal_agent.py
+++ b/tools/test/test_minimal_agent.py
@@ -125,9 +125,9 @@ async def run_single_test(graph, test_case: dict) -> dict:
         print("开始执行图...")
         result = await graph.ainvoke(input_state, config=config)
         
-        # 提取最终回复
-        reply = ""
-        if result.get("messages"):
+        # 提取最终回复（优先使用 final_reply）
+        reply = result.get("final_reply", "")
+        if not reply and result.get("messages"):
             reply = result["messages"][-1].content
         
         print(f"\n✓ 执行完成")