修改了文件系统架构

README.md

@@ -37,7 +37,7 @@ RAG_BASE_URL – RAG 嵌入与重排序服务地址（可选）
 cd ./Agent
 export PYTHONPATH=src:$PYTHONPATH   # Linux/macOS
 # 或 Windows PowerShell: $env:PYTHONPATH="src;$env:PYTHONPATH"
-uvicorn agent.web.server:app --host 127.0.0.1 --port 8765
+uvicorn web.server:app --host 0.0.0.0 --port 8765
 
 # （可选）通过 Cloudflare Tunnel 暴露公网
 cloudflared tunnel --url http://localhost:8765

src/agent/chatbot_agent.py

@@ -13,7 +13,7 @@ from agent.utils.agent_utils import (
     get_session_meta,
     update_session_meta,
 )
-from agent.web.ui_session import (
+from web.ui_session import (
     rewrite_user_message_files_to_session_dir,
     session_dir,
     sync_manifest_from_chat_history,

src/agent/history/multi_inputs/20260519_144316/ui_messages.json

@@ -0,0 +1,22 @@
+{
+  "version": 2,
+  "turns": [
+    {
+      "user": {
+        "content": [
+          {
+            "type": "text",
+            "text": "你好"
+          }
+        ]
+      },
+      "assistant": {
+        "text": "你好！很高兴能帮到你。\n\n如果你有图片、文件需要解读，或者有任何问题想要咨询，随时可以发给我或告诉我。请问有什么我可以帮你的吗？",
+        "output_type": "text",
+        "autoplay": false,
+        "audio_duration_seconds": null,
+        "audio_relpath": null
+      }
+    }
+  ]
+}

src/agent/llm.py

@@ -316,6 +316,7 @@ class ChatQwen(ChatOpenAI):
                     lc_msg.content = merged
                 elif raw_content:
                     lc_msg.content = raw_content
+                # print(f"raw_content={raw_content!r}, merged={merged!r}, final={lc_msg.content!r}")
                 content_text = lc_msg.content if isinstance(lc_msg.content, str) else ""
                 pattern = re.compile(r'<tool_call>\s*(.*?)\s*</tool_call>', re.DOTALL)
                 matches = pattern.findall(content_text)

src/agent/utils/agent_utils.py

@@ -279,4 +279,5 @@ def assistant_text(value) -> str:
             return json.dumps(value, ensure_ascii=False)
         except TypeError:
             return str(value).strip()
-    return str(value).strip()
+    return str(value).strip()
+

src/web/app.js

@@ -1366,6 +1366,6 @@
 
   bootstrap().catch((e) => {
     chatPlaceholder.hidden = false;
-    chatPlaceholder.innerHTML = `<h3>无法连接服务</h3><p>${escapeHtml(e.message)}</p><p class="muted">请从 Agent 目录执行：<code>uvicorn agent.web.server:app --reload --host 127.0.0.1 --port 8765</code>，并保证 PYTHONPATH 包含 <code>src</code>。</p>`;
+    chatPlaceholder.innerHTML = `<h3>无法连接服务</h3><p>${escapeHtml(e.message)}</p><p class="muted">请从 Agent 目录执行：<code>uvicorn web.server:app --reload --host 127.0.0.1 --port 8765</code>，并保证 PYTHONPATH 包含 <code>src</code>。</p>`;
   });
 })();

src/web/server.py

@@ -25,7 +25,7 @@ if str(_SRC) not in sys.path:
     sys.path.insert(0, str(_SRC))
 
 from agent import chatbot_agent as ca  # noqa: E402
-from agent.web import ui_session as ui  # noqa: E402
+from web import ui_session as ui  # noqa: E402
 from agent.utils.image_utils import IMAGE_FILE_EXTENSIONS  # noqa: E402
 
 _WEB_DIR = Path(__file__).resolve().parent