diff --git a/libs/chatchat-server/chatchat/init_database.py b/libs/chatchat-server/chatchat/init_database.py
index 67c28963..7a1baec7 100644
--- a/libs/chatchat-server/chatchat/init_database.py
+++ b/libs/chatchat-server/chatchat/init_database.py
@@ -1,14 +1,42 @@
-import sys
-sys.path.append("chatchat")
+# Description: 初始化数据库，包括创建表、导入数据、更新向量空间等操作
+from typing import Dict
 from chatchat.server.knowledge_base.migrate import (create_tables, reset_tables, import_from_db,
                                            folder2db, prune_db_docs, prune_folder_files)
-from chatchat.configs import DEFAULT_EMBEDDING_MODEL
+from chatchat.configs import DEFAULT_EMBEDDING_MODEL, MODEL_PLATFORMS
+import multiprocessing as mp
+import logging
+logger = logging.getLogger(__name__)
+
 from datetime import datetime
 
 
+def run_init_model_provider(
+        model_platforms_shard: Dict,
+        started_event: mp.Event = None,
+        model_providers_cfg_path: str = None,
+        provider_host: str = None,
+        provider_port: int = None):
+    from chatchat.init_server import init_server
+    from chatchat.configs import (MODEL_PROVIDERS_CFG_PATH_CONFIG,
+                                  MODEL_PROVIDERS_CFG_HOST,
+                                  MODEL_PROVIDERS_CFG_PORT)
+    if model_providers_cfg_path is None:
+        model_providers_cfg_path = MODEL_PROVIDERS_CFG_PATH_CONFIG
+    if provider_host is None:
+        provider_host = MODEL_PROVIDERS_CFG_HOST
+    if provider_port is None:
+        provider_port = MODEL_PROVIDERS_CFG_PORT
+
+    init_server(model_platforms_shard=model_platforms_shard,
+                started_event=started_event,
+                model_providers_cfg_path=model_providers_cfg_path,
+                provider_host=provider_host,
+                provider_port=provider_port)
+
+
 if __name__ == "__main__":
     import argparse
-    
+
     parser = argparse.ArgumentParser(description="please specify only one operate method once time.")
 
     parser.add_argument(
@@ -92,27 +120,69 @@ if __name__ == "__main__":
     args = parser.parse_args()
     start_time = datetime.now()
 
-    if args.create_tables:
-        create_tables() # confirm tables exist
+    mp.set_start_method("spawn")
+    manager = mp.Manager()
 
-    if args.clear_tables:
-        reset_tables()
-        print("database tables reset")
+    # 定义全局配置变量,使用 Manager 创建共享字典
+    model_platforms_shard = manager.dict()
+    model_providers_started = manager.Event()
+    processes = {}
+    process = mp.Process(
+        target=run_init_model_provider,
+        name=f"Model providers Server",
+        kwargs=dict(model_platforms_shard=model_platforms_shard, started_event=model_providers_started),
+        daemon=True,
+    )
+    processes["model_providers"] = process
+    try:
+        # 保证任务收到SIGINT后，能够正常退出
+        if p := processes.get("model_providers"):
+            p.start()
+            p.name = f"{p.name} ({p.pid})"
+            model_providers_started.wait()  # 等待model_providers启动完成
+            MODEL_PLATFORMS.extend(model_platforms_shard['provider_platforms'])
+            logger.info(f"Api MODEL_PLATFORMS: {MODEL_PLATFORMS}")
 
-    if args.recreate_vs:
-        create_tables()
-        print("recreating all vector stores")
-        folder2db(kb_names=args.kb_name, mode="recreate_vs", embed_model=args.embed_model)
-    elif args.import_db:
-        import_from_db(args.import_db)
-    elif args.update_in_db:
-        folder2db(kb_names=args.kb_name, mode="update_in_db", embed_model=args.embed_model)
-    elif args.increment:
-        folder2db(kb_names=args.kb_name, mode="increment", embed_model=args.embed_model)
-    elif args.prune_db:
-        prune_db_docs(args.kb_name)
-    elif args.prune_folder:
-        prune_folder_files(args.kb_name)
 
-    end_time = datetime.now()
-    print(f"总计用时： {end_time-start_time}")
+        if args.create_tables:
+            create_tables() # confirm tables exist
+
+        if args.clear_tables:
+            reset_tables()
+            print("database tables reset")
+
+        if args.recreate_vs:
+            create_tables()
+            print("recreating all vector stores")
+            folder2db(kb_names=args.kb_name, mode="recreate_vs", embed_model=args.embed_model)
+        elif args.import_db:
+            import_from_db(args.import_db)
+        elif args.update_in_db:
+            folder2db(kb_names=args.kb_name, mode="update_in_db", embed_model=args.embed_model)
+        elif args.increment:
+            folder2db(kb_names=args.kb_name, mode="increment", embed_model=args.embed_model)
+        elif args.prune_db:
+            prune_db_docs(args.kb_name)
+        elif args.prune_folder:
+            prune_folder_files(args.kb_name)
+
+        end_time = datetime.now()
+        print(f"总计用时： {end_time-start_time}")
+    except Exception as e:
+        logger.error(e)
+        logger.warning("Caught KeyboardInterrupt! Setting stop event...")
+    finally:
+
+        for p in processes.values():
+            logger.warning("Sending SIGKILL to %s", p)
+            # Queues and other inter-process communication primitives can break when
+            # process is killed, but we don't care here
+
+            if isinstance(p, dict):
+                for process in p.values():
+                    process.kill()
+            else:
+                p.kill()
+
+        for p in processes.values():
+            logger.info("Process status: %s", p)
diff --git a/libs/chatchat-server/chatchat/startup.py b/libs/chatchat-server/chatchat/startup.py
index 01a7b10c..992864b3 100644
--- a/libs/chatchat-server/chatchat/startup.py
+++ b/libs/chatchat-server/chatchat/startup.py
@@ -284,7 +284,7 @@ async def start_main_server():
             target=run_api_server,
             name=f"API Server",
             kwargs=dict(model_platforms_shard=model_platforms_shard, started_event=api_started, run_mode=run_mode),
-            daemon=True,
+            daemon=False,
         )
         processes["api"] = process
 
@@ -367,4 +367,4 @@ def main():
 
 
 if __name__ == "__main__":
-    main()
\ No newline at end of file
+    main()