```

feat: 添加飞书用户模块和订阅功能支持

- 新增feishu_users模块用于处理飞书用户身份验证和权限管理
- 新增subscriptions模块用于处理订阅相关功能
- 新增personalization模块用于个性化服务
- 在alembic迁移配置中注册新的模型模块
- 在API路由器中添加feishu_users和subscriptions路由
- 实现事件调度服务的改进，包括错误处理和状态更新优化
- 添加飞书命令处理的权限检查机制
- 实现飞书应用票据事件处理
- 改进审计日志记录功能
```

app/modules/ai_agent/adapters/hermes.py

@@ -15,6 +15,7 @@ from app.modules.ai_agent.constants import (
     AUTHORIZATION_BEARER_TEMPLATE,
     UNEXPECTED_HERMES_RESPONSE,
     AIErrorKey,
+    AIContextKey,
     AIHttpHeader,
     AIHttpPath,
     AIHttpPayloadKey,
@@ -38,11 +39,16 @@ class HermesAdapter(AIAdapter):
             headers[AIHttpHeader.AUTHORIZATION] = AUTHORIZATION_BEARER_TEMPLATE.format(
                 token=self.settings.hermes_api_key
             )
-        if self.settings.hermes_session_id:
-            headers[AIHttpHeader.HERMES_SESSION_ID] = self.settings.hermes_session_id
+        request_context = context or {}
+        session_id = (
+            request_context.get(AIContextKey.PROVIDER_SESSION_ID)
+            or self.settings.hermes_session_id
+        )
+        if session_id:
+            headers[AIHttpHeader.HERMES_SESSION_ID] = str(session_id)
         payload = {
             AIHttpPayloadKey.MODEL: self.settings.hermes_model,
-            AIHttpPayloadKey.MESSAGES: _chat_messages(prompt, context),
+            AIHttpPayloadKey.MESSAGES: _chat_messages(prompt, request_context),
             AIHttpPayloadKey.STREAM: False,
         }
         with httpx.Client(timeout=300, trust_env=False) as client: