update:添加数据库表，添加数据上下文填充功能后端部分，全模块实现数据上下文填充功能

main/xiaozhi-server/core/connection.py

@@ -162,7 +162,7 @@ class ConnectionHandler:
         self.conn_from_mqtt_gateway = False
 
         # 初始化提示词管理器
-        self.prompt_manager = PromptManager(config, self.logger)
+        self.prompt_manager = PromptManager(self.config, self.logger)
 
     async def handle_connection(self, ws):
         try:
@@ -630,6 +630,8 @@ class ConnectionHandler:
             self.chat_history_conf = int(private_config["chat_history_conf"])
         if private_config.get("mcp_endpoint", None) is not None:
             self.config["mcp_endpoint"] = private_config["mcp_endpoint"]
+        if private_config.get("context_providers", None) is not None:
+            self.config["context_providers"] = private_config["context_providers"]
 
         # 使用 run_in_executor 在线程池中执行 initialize_modules，避免阻塞主循环
         try:

main/xiaozhi-server/core/utils/prompt_manager.py

@@ -191,7 +191,10 @@ class PromptManager:
             
             # 获取配置的上下文数据
             if hasattr(conn, "device_id") and conn.device_id:
-                self.context_data = self.context_provider.fetch_all(conn.device_id)
+                if self.base_prompt_template and "dynamic_context" in self.base_prompt_template:
+                    self.context_data = self.context_provider.fetch_all(conn.device_id)
+                else:
+                    self.context_data = ""
                 
             self.logger.bind(tag=TAG).debug(f"上下文信息更新完成")