diff --git a/.gitignore b/.gitignore
index 5dbe7d2a..81e6c16f 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,10 +1,10 @@
 *.log
 *.log.*
 *.bak
-/chatchat-server/chatchat/data/*
-!/chatchat-server/chatchat/data/knowledge_base/samples
-/chatchat-server/chatchat/data/knowledge_base/samples/vector_store
-!/chatchat-server/chatchat/data/nltk_data
+/libs/chatchat-server/chatchat/data/*
+!/libs/chatchat-server/chatchat/data/knowledge_base/samples
+/libs/chatchat-server/chatchat/data/knowledge_base/samples/vector_store
+!/libs/chatchat-server/chatchat/data/nltk_data
 
 .vscode/
 
diff --git a/chatchat-server/chatchat/copy_config_example.py b/chatchat-server/chatchat/copy_config_example.py
deleted file mode 100644
index ad3bb2c9..00000000
--- a/chatchat-server/chatchat/copy_config_example.py
+++ /dev/null
@@ -1,14 +0,0 @@
-"""
-用于批量将configs下的.example文件复制并命名为.py文件
-"""
-import os
-import shutil
-
-if __name__ == "__main__":
-    files = os.listdir("configs")
-
-    src_files = [os.path.join("configs", file) for file in files if ".example" in file]
-
-    for src_file in src_files:
-        tar_file = src_file.replace(".example", "")
-        shutil.copy(src_file, tar_file)
diff --git a/chatchat-server/tests/unit_server/test_init_server.py b/chatchat-server/tests/unit_server/test_init_server.py
deleted file mode 100644
index f1fed4e1..00000000
--- a/chatchat-server/tests/unit_server/test_init_server.py
+++ /dev/null
@@ -1,6 +0,0 @@
-from chatchat.model_loaders.init_server import init_server
-
-
-def test_init_server():
-
-    init_server()
diff --git a/Dockerfile b/docker/Dockerfile
similarity index 100%
rename from Dockerfile
rename to docker/Dockerfile
diff --git a/Image Build ＆ YAML Setup.md b/docker/Image Build ＆ YAML Setup.md
similarity index 100%
rename from Image Build ＆ YAML Setup.md
rename to docker/Image Build ＆ YAML Setup.md
diff --git a/langchain_sample.yaml b/docker/langchain_sample.yaml
similarity index 100%
rename from langchain_sample.yaml
rename to docker/langchain_sample.yaml
diff --git a/chatchat-server/README.md b/libs/chatchat-server/README.md
similarity index 100%
rename from chatchat-server/README.md
rename to libs/chatchat-server/README.md
diff --git a/chatchat-server/chatchat/configs/__init__.py b/libs/chatchat-server/chatchat/configs/__init__.py
similarity index 100%
rename from chatchat-server/chatchat/configs/__init__.py
rename to libs/chatchat-server/chatchat/configs/__init__.py
diff --git a/chatchat-server/chatchat/configs/_basic_config.py b/libs/chatchat-server/chatchat/configs/_basic_config.py
similarity index 100%
rename from chatchat-server/chatchat/configs/_basic_config.py
rename to libs/chatchat-server/chatchat/configs/_basic_config.py
diff --git a/chatchat-server/chatchat/configs/_kb_config.py b/libs/chatchat-server/chatchat/configs/_kb_config.py
similarity index 100%
rename from chatchat-server/chatchat/configs/_kb_config.py
rename to libs/chatchat-server/chatchat/configs/_kb_config.py
diff --git a/chatchat-server/chatchat/configs/_model_config.py b/libs/chatchat-server/chatchat/configs/_model_config.py
similarity index 100%
rename from chatchat-server/chatchat/configs/_model_config.py
rename to libs/chatchat-server/chatchat/configs/_model_config.py
diff --git a/chatchat-server/chatchat/configs/_prompt_config.py b/libs/chatchat-server/chatchat/configs/_prompt_config.py
similarity index 100%
rename from chatchat-server/chatchat/configs/_prompt_config.py
rename to libs/chatchat-server/chatchat/configs/_prompt_config.py
diff --git a/chatchat-server/chatchat/configs/_server_config.py b/libs/chatchat-server/chatchat/configs/_server_config.py
similarity index 100%
rename from chatchat-server/chatchat/configs/_server_config.py
rename to libs/chatchat-server/chatchat/configs/_server_config.py
diff --git a/chatchat-server/chatchat/configs/model_providers.yaml b/libs/chatchat-server/chatchat/configs/model_providers.yaml
similarity index 99%
rename from chatchat-server/chatchat/configs/model_providers.yaml
rename to libs/chatchat-server/chatchat/configs/model_providers.yaml
index 9881171e..b64e2bc2 100644
--- a/chatchat-server/chatchat/configs/model_providers.yaml
+++ b/libs/chatchat-server/chatchat/configs/model_providers.yaml
@@ -38,6 +38,3 @@ ollama:
       model_credentials:
         base_url: 'http://172.21.192.1:11434'
         mode: 'completion'
-
-
-
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diff --git a/chatchat-server/chatchat/data/nltk_data/tokenizers/punkt/README b/libs/chatchat-server/chatchat/data/nltk_data/tokenizers/punkt/README
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diff --git a/chatchat-server/chatchat/data/nltk_data/tokenizers/punkt/finnish.pickle b/libs/chatchat-server/chatchat/data/nltk_data/tokenizers/punkt/finnish.pickle
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diff --git a/libs/chatchat-server/chatchat/data/temp/openai_files/assistants/2024-03-29/webui.py b/libs/chatchat-server/chatchat/data/temp/openai_files/assistants/2024-03-29/webui.py
new file mode 100644
index 00000000..7739235f
--- /dev/null
+++ b/libs/chatchat-server/chatchat/data/temp/openai_files/assistants/2024-03-29/webui.py
@@ -0,0 +1,97 @@
+import streamlit as st
+
+# from chatchat.webui_pages.loom_view_client import update_store
+# from chatchat.webui_pages.openai_plugins import openai_plugins_page
+from chatchat.webui_pages.utils import *
+from streamlit_option_menu import option_menu
+from chatchat.webui_pages.dialogue.dialogue import dialogue_page, chat_box
+from chatchat.webui_pages.knowledge_base.knowledge_base import knowledge_base_page
+import os
+import sys
+from chatchat.configs import VERSION
+from chatchat.server.utils import api_address
+
+
+# def on_change(key):
+#     if key:
+#         update_store()
+img_dir =  os.path.dirname(os.path.abspath(__file__))
+
+api = ApiRequest(base_url=api_address())
+
+if __name__ == "__main__":
+    is_lite = "lite" in sys.argv
+
+    st.set_page_config(
+        "Langchain-Chatchat WebUI",
+        os.path.join(img_dir, "img", "chatchat_icon_blue_square_v2.png"),
+        initial_sidebar_state="expanded",
+        menu_items={
+            'Get Help': 'https://github.com/chatchat-space/Langchain-Chatchat',
+            'Report a bug': "https://github.com/chatchat-space/Langchain-Chatchat/issues",
+            'About': f"""欢迎使用 Langchain-Chatchat WebUI {VERSION}！"""
+        },
+        layout="wide"
+
+    )
+
+    # use the following code to set the app to wide mode and the html markdown to increase the sidebar width
+    st.markdown(
+        """
+        <style>
+        [data-testid="stSidebar"][aria-expanded="true"] > div:first-child{
+            width: 350px;
+        }
+        [data-testid="stSidebar"][aria-expanded="false"] > div:first-child{
+            width: 600px;
+            margin-left: -600px;
+        }
+         
+        """,
+        unsafe_allow_html=True,
+    )
+    pages = {
+        "对话": {
+            "icon": "chat",
+            "func": dialogue_page,
+        },
+        "知识库管理": {
+            "icon": "hdd-stack",
+            "func": knowledge_base_page,
+        },
+        # "模型服务": {
+        #     "icon": "hdd-stack",
+        #     "func": openai_plugins_page,
+        # },
+    }
+    # 更新状态
+    # if "status" not in st.session_state \
+    #         or "run_plugins_list" not in st.session_state \
+    #         or "launch_subscribe_info" not in st.session_state \
+    #         or "list_running_models" not in st.session_state \
+    #         or "model_config" not in st.session_state:
+    #     update_store()
+    with st.sidebar:
+        st.image(
+            os.path.join(img_dir, "img", 'logo-long-chatchat-trans-v2.png'),
+            use_column_width=True
+        )
+        st.caption(
+            f"""<p align="right">当前版本：{VERSION}</p>""",
+            unsafe_allow_html=True,
+        )
+        options = list(pages)
+        icons = [x["icon"] for x in pages.values()]
+
+        default_index = 0
+        selected_page = option_menu(
+            menu_title="",
+            key="selected_page",
+            options=options,
+            icons=icons,
+            # menu_icon="chat-quote",
+            default_index=default_index,
+        )
+
+    if selected_page in pages:
+        pages[selected_page]["func"](api=api, is_lite=is_lite)
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similarity index 100%
rename from chatchat-server/chatchat/server/agent/agent_factory/qwen_agent.py
rename to libs/chatchat-server/chatchat/server/agent/agent_factory/qwen_agent.py
diff --git a/chatchat-server/chatchat/server/agent/agent_instruct.md b/libs/chatchat-server/chatchat/server/agent/agent_instruct.md
similarity index 100%
rename from chatchat-server/chatchat/server/agent/agent_instruct.md
rename to libs/chatchat-server/chatchat/server/agent/agent_instruct.md
diff --git a/chatchat-server/chatchat/server/agent/container.py b/libs/chatchat-server/chatchat/server/agent/container.py
similarity index 100%
rename from chatchat-server/chatchat/server/agent/container.py
rename to libs/chatchat-server/chatchat/server/agent/container.py
diff --git a/chatchat-server/chatchat/server/agent/tools_factory/__init__.py b/libs/chatchat-server/chatchat/server/agent/tools_factory/__init__.py
similarity index 100%
rename from chatchat-server/chatchat/server/agent/tools_factory/__init__.py
rename to libs/chatchat-server/chatchat/server/agent/tools_factory/__init__.py
diff --git a/chatchat-server/chatchat/server/agent/tools_factory/aqa_processor.py b/libs/chatchat-server/chatchat/server/agent/tools_factory/aqa_processor.py
similarity index 100%
rename from chatchat-server/chatchat/server/agent/tools_factory/aqa_processor.py
rename to libs/chatchat-server/chatchat/server/agent/tools_factory/aqa_processor.py
diff --git a/chatchat-server/chatchat/server/agent/tools_factory/arxiv.py b/libs/chatchat-server/chatchat/server/agent/tools_factory/arxiv.py
similarity index 100%
rename from chatchat-server/chatchat/server/agent/tools_factory/arxiv.py
rename to libs/chatchat-server/chatchat/server/agent/tools_factory/arxiv.py
diff --git a/chatchat-server/chatchat/server/agent/tools_factory/calculate.py b/libs/chatchat-server/chatchat/server/agent/tools_factory/calculate.py
similarity index 100%
rename from chatchat-server/chatchat/server/agent/tools_factory/calculate.py
rename to libs/chatchat-server/chatchat/server/agent/tools_factory/calculate.py
diff --git a/chatchat-server/chatchat/server/agent/tools_factory/search_internet.py b/libs/chatchat-server/chatchat/server/agent/tools_factory/search_internet.py
similarity index 100%
rename from chatchat-server/chatchat/server/agent/tools_factory/search_internet.py
rename to libs/chatchat-server/chatchat/server/agent/tools_factory/search_internet.py
diff --git a/chatchat-server/chatchat/server/agent/tools_factory/search_local_knowledgebase.py b/libs/chatchat-server/chatchat/server/agent/tools_factory/search_local_knowledgebase.py
similarity index 100%
rename from chatchat-server/chatchat/server/agent/tools_factory/search_local_knowledgebase.py
rename to libs/chatchat-server/chatchat/server/agent/tools_factory/search_local_knowledgebase.py
diff --git a/chatchat-server/chatchat/server/agent/tools_factory/search_youtube.py b/libs/chatchat-server/chatchat/server/agent/tools_factory/search_youtube.py
similarity index 100%
rename from chatchat-server/chatchat/server/agent/tools_factory/search_youtube.py
rename to libs/chatchat-server/chatchat/server/agent/tools_factory/search_youtube.py
diff --git a/chatchat-server/chatchat/server/agent/tools_factory/shell.py b/libs/chatchat-server/chatchat/server/agent/tools_factory/shell.py
similarity index 100%
rename from chatchat-server/chatchat/server/agent/tools_factory/shell.py
rename to libs/chatchat-server/chatchat/server/agent/tools_factory/shell.py
diff --git a/chatchat-server/chatchat/server/agent/tools_factory/text2image.py b/libs/chatchat-server/chatchat/server/agent/tools_factory/text2image.py
similarity index 100%
rename from chatchat-server/chatchat/server/agent/tools_factory/text2image.py
rename to libs/chatchat-server/chatchat/server/agent/tools_factory/text2image.py
diff --git a/chatchat-server/chatchat/server/agent/tools_factory/tools_registry.py b/libs/chatchat-server/chatchat/server/agent/tools_factory/tools_registry.py
similarity index 100%
rename from chatchat-server/chatchat/server/agent/tools_factory/tools_registry.py
rename to libs/chatchat-server/chatchat/server/agent/tools_factory/tools_registry.py
diff --git a/chatchat-server/chatchat/server/agent/tools_factory/vqa_processor.py b/libs/chatchat-server/chatchat/server/agent/tools_factory/vqa_processor.py
similarity index 100%
rename from chatchat-server/chatchat/server/agent/tools_factory/vqa_processor.py
rename to libs/chatchat-server/chatchat/server/agent/tools_factory/vqa_processor.py
diff --git a/chatchat-server/chatchat/server/agent/tools_factory/weather_check.py b/libs/chatchat-server/chatchat/server/agent/tools_factory/weather_check.py
similarity index 100%
rename from chatchat-server/chatchat/server/agent/tools_factory/weather_check.py
rename to libs/chatchat-server/chatchat/server/agent/tools_factory/weather_check.py
diff --git a/chatchat-server/chatchat/server/agent/tools_factory/wolfram.py b/libs/chatchat-server/chatchat/server/agent/tools_factory/wolfram.py
similarity index 100%
rename from chatchat-server/chatchat/server/agent/tools_factory/wolfram.py
rename to libs/chatchat-server/chatchat/server/agent/tools_factory/wolfram.py
diff --git a/chatchat-server/chatchat/server/api_allinone_stale.py b/libs/chatchat-server/chatchat/server/api_allinone_stale.py
similarity index 100%
rename from chatchat-server/chatchat/server/api_allinone_stale.py
rename to libs/chatchat-server/chatchat/server/api_allinone_stale.py
diff --git a/chatchat-server/chatchat/server/api_server/api_schemas.py b/libs/chatchat-server/chatchat/server/api_server/api_schemas.py
similarity index 100%
rename from chatchat-server/chatchat/server/api_server/api_schemas.py
rename to libs/chatchat-server/chatchat/server/api_server/api_schemas.py
diff --git a/chatchat-server/chatchat/server/api_server/chat_routes.py b/libs/chatchat-server/chatchat/server/api_server/chat_routes.py
similarity index 100%
rename from chatchat-server/chatchat/server/api_server/chat_routes.py
rename to libs/chatchat-server/chatchat/server/api_server/chat_routes.py
diff --git a/chatchat-server/chatchat/server/api_server/kb_routes.py b/libs/chatchat-server/chatchat/server/api_server/kb_routes.py
similarity index 100%
rename from chatchat-server/chatchat/server/api_server/kb_routes.py
rename to libs/chatchat-server/chatchat/server/api_server/kb_routes.py
diff --git a/chatchat-server/chatchat/server/api_server/openai_routes.py b/libs/chatchat-server/chatchat/server/api_server/openai_routes.py
similarity index 100%
rename from chatchat-server/chatchat/server/api_server/openai_routes.py
rename to libs/chatchat-server/chatchat/server/api_server/openai_routes.py
diff --git a/chatchat-server/chatchat/server/api_server/server_app.py b/libs/chatchat-server/chatchat/server/api_server/server_app.py
similarity index 100%
rename from chatchat-server/chatchat/server/api_server/server_app.py
rename to libs/chatchat-server/chatchat/server/api_server/server_app.py
diff --git a/chatchat-server/chatchat/server/api_server/server_routes.py b/libs/chatchat-server/chatchat/server/api_server/server_routes.py
similarity index 100%
rename from chatchat-server/chatchat/server/api_server/server_routes.py
rename to libs/chatchat-server/chatchat/server/api_server/server_routes.py
diff --git a/chatchat-server/chatchat/server/api_server/static/favicon.png b/libs/chatchat-server/chatchat/server/api_server/static/favicon.png
similarity index 100%
rename from chatchat-server/chatchat/server/api_server/static/favicon.png
rename to libs/chatchat-server/chatchat/server/api_server/static/favicon.png
diff --git a/chatchat-server/chatchat/server/api_server/static/redoc.standalone.js b/libs/chatchat-server/chatchat/server/api_server/static/redoc.standalone.js
similarity index 100%
rename from chatchat-server/chatchat/server/api_server/static/redoc.standalone.js
rename to libs/chatchat-server/chatchat/server/api_server/static/redoc.standalone.js
diff --git a/chatchat-server/chatchat/server/api_server/static/swagger-ui-bundle.js b/libs/chatchat-server/chatchat/server/api_server/static/swagger-ui-bundle.js
similarity index 100%
rename from chatchat-server/chatchat/server/api_server/static/swagger-ui-bundle.js
rename to libs/chatchat-server/chatchat/server/api_server/static/swagger-ui-bundle.js
diff --git a/chatchat-server/chatchat/server/api_server/static/swagger-ui.css b/libs/chatchat-server/chatchat/server/api_server/static/swagger-ui.css
similarity index 100%
rename from chatchat-server/chatchat/server/api_server/static/swagger-ui.css
rename to libs/chatchat-server/chatchat/server/api_server/static/swagger-ui.css
diff --git a/chatchat-server/chatchat/server/api_server/tool_routes.py b/libs/chatchat-server/chatchat/server/api_server/tool_routes.py
similarity index 100%
rename from chatchat-server/chatchat/server/api_server/tool_routes.py
rename to libs/chatchat-server/chatchat/server/api_server/tool_routes.py
diff --git a/chatchat-server/chatchat/server/callback_handler/agent_callback_handler.py b/libs/chatchat-server/chatchat/server/callback_handler/agent_callback_handler.py
similarity index 100%
rename from chatchat-server/chatchat/server/callback_handler/agent_callback_handler.py
rename to libs/chatchat-server/chatchat/server/callback_handler/agent_callback_handler.py
diff --git a/chatchat-server/chatchat/server/callback_handler/conversation_callback_handler.py b/libs/chatchat-server/chatchat/server/callback_handler/conversation_callback_handler.py
similarity index 100%
rename from chatchat-server/chatchat/server/callback_handler/conversation_callback_handler.py
rename to libs/chatchat-server/chatchat/server/callback_handler/conversation_callback_handler.py
diff --git a/chatchat-server/chatchat/server/chat/chat.py b/libs/chatchat-server/chatchat/server/chat/chat.py
similarity index 95%
rename from chatchat-server/chatchat/server/chat/chat.py
rename to libs/chatchat-server/chatchat/server/chat/chat.py
index ba99acd0..b4601337 100644
--- a/chatchat-server/chatchat/server/chat/chat.py
+++ b/libs/chatchat-server/chatchat/server/chat/chat.py
@@ -202,16 +202,16 @@ async def chat(query: str = Body(..., description="用户输入", examples=["恼
                 message_id=message_id,
             )
             yield ret.model_dump_json()
-        yield OpenAIChatOutput( # return blank text lastly
-                id=f"chat{uuid.uuid4()}",
-                object="chat.completion.chunk",
-                content="",
-                role="assistant",
-                model=models["llm_model"].model_name,
-                status = data["status"],
-                message_type = data["message_type"],
-                message_id=message_id,            
-        )
+        # yield OpenAIChatOutput( # return blank text lastly
+        #         id=f"chat{uuid.uuid4()}",
+        #         object="chat.completion.chunk",
+        #         content="",
+        #         role="assistant",
+        #         model=models["llm_model"].model_name,
+        #         status = data["status"],
+        #         message_type = data["message_type"],
+        #         message_id=message_id,            
+        # )
         await task
 
     if stream:
diff --git a/chatchat-server/chatchat/server/chat/completion.py b/libs/chatchat-server/chatchat/server/chat/completion.py
similarity index 100%
rename from chatchat-server/chatchat/server/chat/completion.py
rename to libs/chatchat-server/chatchat/server/chat/completion.py
diff --git a/chatchat-server/chatchat/server/chat/feedback.py b/libs/chatchat-server/chatchat/server/chat/feedback.py
similarity index 100%
rename from chatchat-server/chatchat/server/chat/feedback.py
rename to libs/chatchat-server/chatchat/server/chat/feedback.py
diff --git a/chatchat-server/chatchat/server/chat/file_chat.py b/libs/chatchat-server/chatchat/server/chat/file_chat.py
similarity index 100%
rename from chatchat-server/chatchat/server/chat/file_chat.py
rename to libs/chatchat-server/chatchat/server/chat/file_chat.py
diff --git a/chatchat-server/chatchat/server/chat/utils.py b/libs/chatchat-server/chatchat/server/chat/utils.py
similarity index 100%
rename from chatchat-server/chatchat/server/chat/utils.py
rename to libs/chatchat-server/chatchat/server/chat/utils.py
diff --git a/chatchat-server/chatchat/server/db/__init__.py b/libs/chatchat-server/chatchat/server/db/__init__.py
similarity index 100%
rename from chatchat-server/chatchat/server/db/__init__.py
rename to libs/chatchat-server/chatchat/server/db/__init__.py
diff --git a/chatchat-server/chatchat/server/db/base.py b/libs/chatchat-server/chatchat/server/db/base.py
similarity index 100%
rename from chatchat-server/chatchat/server/db/base.py
rename to libs/chatchat-server/chatchat/server/db/base.py
diff --git a/chatchat-server/chatchat/server/db/models/__init__.py b/libs/chatchat-server/chatchat/server/db/models/__init__.py
similarity index 100%
rename from chatchat-server/chatchat/server/db/models/__init__.py
rename to libs/chatchat-server/chatchat/server/db/models/__init__.py
diff --git a/chatchat-server/chatchat/server/db/models/base.py b/libs/chatchat-server/chatchat/server/db/models/base.py
similarity index 100%
rename from chatchat-server/chatchat/server/db/models/base.py
rename to libs/chatchat-server/chatchat/server/db/models/base.py
diff --git a/chatchat-server/chatchat/server/db/models/conversation_model.py b/libs/chatchat-server/chatchat/server/db/models/conversation_model.py
similarity index 100%
rename from chatchat-server/chatchat/server/db/models/conversation_model.py
rename to libs/chatchat-server/chatchat/server/db/models/conversation_model.py
diff --git a/chatchat-server/chatchat/server/db/models/knowledge_base_model.py b/libs/chatchat-server/chatchat/server/db/models/knowledge_base_model.py
similarity index 100%
rename from chatchat-server/chatchat/server/db/models/knowledge_base_model.py
rename to libs/chatchat-server/chatchat/server/db/models/knowledge_base_model.py
diff --git a/chatchat-server/chatchat/server/db/models/knowledge_file_model.py b/libs/chatchat-server/chatchat/server/db/models/knowledge_file_model.py
similarity index 100%
rename from chatchat-server/chatchat/server/db/models/knowledge_file_model.py
rename to libs/chatchat-server/chatchat/server/db/models/knowledge_file_model.py
diff --git a/chatchat-server/chatchat/server/db/models/knowledge_metadata_model.py b/libs/chatchat-server/chatchat/server/db/models/knowledge_metadata_model.py
similarity index 100%
rename from chatchat-server/chatchat/server/db/models/knowledge_metadata_model.py
rename to libs/chatchat-server/chatchat/server/db/models/knowledge_metadata_model.py
diff --git a/chatchat-server/chatchat/server/db/models/message_model.py b/libs/chatchat-server/chatchat/server/db/models/message_model.py
similarity index 100%
rename from chatchat-server/chatchat/server/db/models/message_model.py
rename to libs/chatchat-server/chatchat/server/db/models/message_model.py
diff --git a/chatchat-server/chatchat/server/db/repository/__init__.py b/libs/chatchat-server/chatchat/server/db/repository/__init__.py
similarity index 100%
rename from chatchat-server/chatchat/server/db/repository/__init__.py
rename to libs/chatchat-server/chatchat/server/db/repository/__init__.py
diff --git a/chatchat-server/chatchat/server/db/repository/conversation_repository.py b/libs/chatchat-server/chatchat/server/db/repository/conversation_repository.py
similarity index 100%
rename from chatchat-server/chatchat/server/db/repository/conversation_repository.py
rename to libs/chatchat-server/chatchat/server/db/repository/conversation_repository.py
diff --git a/chatchat-server/chatchat/server/db/repository/knowledge_base_repository.py b/libs/chatchat-server/chatchat/server/db/repository/knowledge_base_repository.py
similarity index 100%
rename from chatchat-server/chatchat/server/db/repository/knowledge_base_repository.py
rename to libs/chatchat-server/chatchat/server/db/repository/knowledge_base_repository.py
diff --git a/chatchat-server/chatchat/server/db/repository/knowledge_file_repository.py b/libs/chatchat-server/chatchat/server/db/repository/knowledge_file_repository.py
similarity index 100%
rename from chatchat-server/chatchat/server/db/repository/knowledge_file_repository.py
rename to libs/chatchat-server/chatchat/server/db/repository/knowledge_file_repository.py
diff --git a/chatchat-server/chatchat/server/db/repository/knowledge_metadata_repository.py b/libs/chatchat-server/chatchat/server/db/repository/knowledge_metadata_repository.py
similarity index 100%
rename from chatchat-server/chatchat/server/db/repository/knowledge_metadata_repository.py
rename to libs/chatchat-server/chatchat/server/db/repository/knowledge_metadata_repository.py
diff --git a/chatchat-server/chatchat/server/db/repository/message_repository.py b/libs/chatchat-server/chatchat/server/db/repository/message_repository.py
similarity index 100%
rename from chatchat-server/chatchat/server/db/repository/message_repository.py
rename to libs/chatchat-server/chatchat/server/db/repository/message_repository.py
diff --git a/chatchat-server/chatchat/server/db/session.py b/libs/chatchat-server/chatchat/server/db/session.py
similarity index 100%
rename from chatchat-server/chatchat/server/db/session.py
rename to libs/chatchat-server/chatchat/server/db/session.py
diff --git a/chatchat-server/chatchat/server/document_loaders/FilteredCSVloader.py b/libs/chatchat-server/chatchat/server/document_loaders/FilteredCSVloader.py
similarity index 100%
rename from chatchat-server/chatchat/server/document_loaders/FilteredCSVloader.py
rename to libs/chatchat-server/chatchat/server/document_loaders/FilteredCSVloader.py
diff --git a/chatchat-server/chatchat/server/document_loaders/__init__.py b/libs/chatchat-server/chatchat/server/document_loaders/__init__.py
similarity index 100%
rename from chatchat-server/chatchat/server/document_loaders/__init__.py
rename to libs/chatchat-server/chatchat/server/document_loaders/__init__.py
diff --git a/chatchat-server/chatchat/server/document_loaders/mydocloader.py b/libs/chatchat-server/chatchat/server/document_loaders/mydocloader.py
similarity index 100%
rename from chatchat-server/chatchat/server/document_loaders/mydocloader.py
rename to libs/chatchat-server/chatchat/server/document_loaders/mydocloader.py
diff --git a/chatchat-server/chatchat/server/document_loaders/myimgloader.py b/libs/chatchat-server/chatchat/server/document_loaders/myimgloader.py
similarity index 100%
rename from chatchat-server/chatchat/server/document_loaders/myimgloader.py
rename to libs/chatchat-server/chatchat/server/document_loaders/myimgloader.py
diff --git a/chatchat-server/chatchat/server/document_loaders/mypdfloader.py b/libs/chatchat-server/chatchat/server/document_loaders/mypdfloader.py
similarity index 100%
rename from chatchat-server/chatchat/server/document_loaders/mypdfloader.py
rename to libs/chatchat-server/chatchat/server/document_loaders/mypdfloader.py
diff --git a/chatchat-server/chatchat/server/document_loaders/mypptloader.py b/libs/chatchat-server/chatchat/server/document_loaders/mypptloader.py
similarity index 100%
rename from chatchat-server/chatchat/server/document_loaders/mypptloader.py
rename to libs/chatchat-server/chatchat/server/document_loaders/mypptloader.py
diff --git a/chatchat-server/chatchat/server/document_loaders/ocr.py b/libs/chatchat-server/chatchat/server/document_loaders/ocr.py
similarity index 100%
rename from chatchat-server/chatchat/server/document_loaders/ocr.py
rename to libs/chatchat-server/chatchat/server/document_loaders/ocr.py
diff --git a/chatchat-server/chatchat/server/knowledge_base/__init__.py b/libs/chatchat-server/chatchat/server/knowledge_base/__init__.py
similarity index 100%
rename from chatchat-server/chatchat/server/knowledge_base/__init__.py
rename to libs/chatchat-server/chatchat/server/knowledge_base/__init__.py
diff --git a/chatchat-server/chatchat/server/knowledge_base/kb_api.py b/libs/chatchat-server/chatchat/server/knowledge_base/kb_api.py
similarity index 100%
rename from chatchat-server/chatchat/server/knowledge_base/kb_api.py
rename to libs/chatchat-server/chatchat/server/knowledge_base/kb_api.py
diff --git a/chatchat-server/chatchat/server/knowledge_base/kb_cache/base.py b/libs/chatchat-server/chatchat/server/knowledge_base/kb_cache/base.py
similarity index 100%
rename from chatchat-server/chatchat/server/knowledge_base/kb_cache/base.py
rename to libs/chatchat-server/chatchat/server/knowledge_base/kb_cache/base.py
diff --git a/chatchat-server/chatchat/server/knowledge_base/kb_cache/faiss_cache.py b/libs/chatchat-server/chatchat/server/knowledge_base/kb_cache/faiss_cache.py
similarity index 100%
rename from chatchat-server/chatchat/server/knowledge_base/kb_cache/faiss_cache.py
rename to libs/chatchat-server/chatchat/server/knowledge_base/kb_cache/faiss_cache.py
diff --git a/chatchat-server/chatchat/server/knowledge_base/kb_doc_api.py b/libs/chatchat-server/chatchat/server/knowledge_base/kb_doc_api.py
similarity index 100%
rename from chatchat-server/chatchat/server/knowledge_base/kb_doc_api.py
rename to libs/chatchat-server/chatchat/server/knowledge_base/kb_doc_api.py
diff --git a/chatchat-server/chatchat/server/knowledge_base/kb_service/__init__.py b/libs/chatchat-server/chatchat/server/knowledge_base/kb_service/__init__.py
similarity index 100%
rename from chatchat-server/chatchat/server/knowledge_base/kb_service/__init__.py
rename to libs/chatchat-server/chatchat/server/knowledge_base/kb_service/__init__.py
diff --git a/chatchat-server/chatchat/server/knowledge_base/kb_service/base.py b/libs/chatchat-server/chatchat/server/knowledge_base/kb_service/base.py
similarity index 100%
rename from chatchat-server/chatchat/server/knowledge_base/kb_service/base.py
rename to libs/chatchat-server/chatchat/server/knowledge_base/kb_service/base.py
diff --git a/chatchat-server/chatchat/server/knowledge_base/kb_service/chromadb_kb_service.py b/libs/chatchat-server/chatchat/server/knowledge_base/kb_service/chromadb_kb_service.py
similarity index 100%
rename from chatchat-server/chatchat/server/knowledge_base/kb_service/chromadb_kb_service.py
rename to libs/chatchat-server/chatchat/server/knowledge_base/kb_service/chromadb_kb_service.py
diff --git a/chatchat-server/chatchat/server/knowledge_base/kb_service/default_kb_service.py b/libs/chatchat-server/chatchat/server/knowledge_base/kb_service/default_kb_service.py
similarity index 100%
rename from chatchat-server/chatchat/server/knowledge_base/kb_service/default_kb_service.py
rename to libs/chatchat-server/chatchat/server/knowledge_base/kb_service/default_kb_service.py
diff --git a/chatchat-server/chatchat/server/knowledge_base/kb_service/es_kb_service.py b/libs/chatchat-server/chatchat/server/knowledge_base/kb_service/es_kb_service.py
similarity index 100%
rename from chatchat-server/chatchat/server/knowledge_base/kb_service/es_kb_service.py
rename to libs/chatchat-server/chatchat/server/knowledge_base/kb_service/es_kb_service.py
diff --git a/chatchat-server/chatchat/server/knowledge_base/kb_service/faiss_kb_service.py b/libs/chatchat-server/chatchat/server/knowledge_base/kb_service/faiss_kb_service.py
similarity index 100%
rename from chatchat-server/chatchat/server/knowledge_base/kb_service/faiss_kb_service.py
rename to libs/chatchat-server/chatchat/server/knowledge_base/kb_service/faiss_kb_service.py
diff --git a/chatchat-server/chatchat/server/knowledge_base/kb_service/milvus_kb_service.py b/libs/chatchat-server/chatchat/server/knowledge_base/kb_service/milvus_kb_service.py
similarity index 100%
rename from chatchat-server/chatchat/server/knowledge_base/kb_service/milvus_kb_service.py
rename to libs/chatchat-server/chatchat/server/knowledge_base/kb_service/milvus_kb_service.py
diff --git a/chatchat-server/chatchat/server/knowledge_base/kb_service/pg_kb_service.py b/libs/chatchat-server/chatchat/server/knowledge_base/kb_service/pg_kb_service.py
similarity index 100%
rename from chatchat-server/chatchat/server/knowledge_base/kb_service/pg_kb_service.py
rename to libs/chatchat-server/chatchat/server/knowledge_base/kb_service/pg_kb_service.py
diff --git a/chatchat-server/chatchat/server/knowledge_base/kb_service/zilliz_kb_service.py b/libs/chatchat-server/chatchat/server/knowledge_base/kb_service/zilliz_kb_service.py
similarity index 100%
rename from chatchat-server/chatchat/server/knowledge_base/kb_service/zilliz_kb_service.py
rename to libs/chatchat-server/chatchat/server/knowledge_base/kb_service/zilliz_kb_service.py
diff --git a/chatchat-server/chatchat/server/knowledge_base/kb_summary/__init__.py b/libs/chatchat-server/chatchat/server/knowledge_base/kb_summary/__init__.py
similarity index 100%
rename from chatchat-server/chatchat/server/knowledge_base/kb_summary/__init__.py
rename to libs/chatchat-server/chatchat/server/knowledge_base/kb_summary/__init__.py
diff --git a/chatchat-server/chatchat/server/knowledge_base/kb_summary/base.py b/libs/chatchat-server/chatchat/server/knowledge_base/kb_summary/base.py
similarity index 100%
rename from chatchat-server/chatchat/server/knowledge_base/kb_summary/base.py
rename to libs/chatchat-server/chatchat/server/knowledge_base/kb_summary/base.py
diff --git a/chatchat-server/chatchat/server/knowledge_base/kb_summary/summary_chunk.py b/libs/chatchat-server/chatchat/server/knowledge_base/kb_summary/summary_chunk.py
similarity index 100%
rename from chatchat-server/chatchat/server/knowledge_base/kb_summary/summary_chunk.py
rename to libs/chatchat-server/chatchat/server/knowledge_base/kb_summary/summary_chunk.py
diff --git a/chatchat-server/chatchat/server/knowledge_base/kb_summary_api.py b/libs/chatchat-server/chatchat/server/knowledge_base/kb_summary_api.py
similarity index 100%
rename from chatchat-server/chatchat/server/knowledge_base/kb_summary_api.py
rename to libs/chatchat-server/chatchat/server/knowledge_base/kb_summary_api.py
diff --git a/chatchat-server/chatchat/server/knowledge_base/migrate.py b/libs/chatchat-server/chatchat/server/knowledge_base/migrate.py
similarity index 100%
rename from chatchat-server/chatchat/server/knowledge_base/migrate.py
rename to libs/chatchat-server/chatchat/server/knowledge_base/migrate.py
diff --git a/chatchat-server/chatchat/server/knowledge_base/model/kb_document_model.py b/libs/chatchat-server/chatchat/server/knowledge_base/model/kb_document_model.py
similarity index 100%
rename from chatchat-server/chatchat/server/knowledge_base/model/kb_document_model.py
rename to libs/chatchat-server/chatchat/server/knowledge_base/model/kb_document_model.py
diff --git a/chatchat-server/chatchat/server/knowledge_base/utils.py b/libs/chatchat-server/chatchat/server/knowledge_base/utils.py
similarity index 100%
rename from chatchat-server/chatchat/server/knowledge_base/utils.py
rename to libs/chatchat-server/chatchat/server/knowledge_base/utils.py
diff --git a/chatchat-server/chatchat/server/llm_api_shutdown.py b/libs/chatchat-server/chatchat/server/llm_api_shutdown.py
similarity index 100%
rename from chatchat-server/chatchat/server/llm_api_shutdown.py
rename to libs/chatchat-server/chatchat/server/llm_api_shutdown.py
diff --git a/chatchat-server/chatchat/server/llm_api_stale.py b/libs/chatchat-server/chatchat/server/llm_api_stale.py
similarity index 100%
rename from chatchat-server/chatchat/server/llm_api_stale.py
rename to libs/chatchat-server/chatchat/server/llm_api_stale.py
diff --git a/chatchat-server/chatchat/server/localai_embeddings.py b/libs/chatchat-server/chatchat/server/localai_embeddings.py
similarity index 100%
rename from chatchat-server/chatchat/server/localai_embeddings.py
rename to libs/chatchat-server/chatchat/server/localai_embeddings.py
diff --git a/chatchat-server/chatchat/server/memory/conversation_db_buffer_memory.py b/libs/chatchat-server/chatchat/server/memory/conversation_db_buffer_memory.py
similarity index 100%
rename from chatchat-server/chatchat/server/memory/conversation_db_buffer_memory.py
rename to libs/chatchat-server/chatchat/server/memory/conversation_db_buffer_memory.py
diff --git a/chatchat-server/chatchat/server/pydantic_v1.py b/libs/chatchat-server/chatchat/server/pydantic_v1.py
similarity index 100%
rename from chatchat-server/chatchat/server/pydantic_v1.py
rename to libs/chatchat-server/chatchat/server/pydantic_v1.py
diff --git a/chatchat-server/chatchat/server/pydantic_v2.py b/libs/chatchat-server/chatchat/server/pydantic_v2.py
similarity index 100%
rename from chatchat-server/chatchat/server/pydantic_v2.py
rename to libs/chatchat-server/chatchat/server/pydantic_v2.py
diff --git a/chatchat-server/chatchat/server/reranker/reranker.py b/libs/chatchat-server/chatchat/server/reranker/reranker.py
similarity index 100%
rename from chatchat-server/chatchat/server/reranker/reranker.py
rename to libs/chatchat-server/chatchat/server/reranker/reranker.py
diff --git a/chatchat-server/chatchat/server/text_splitter/__init__.py b/libs/chatchat-server/chatchat/server/text_splitter/__init__.py
similarity index 100%
rename from chatchat-server/chatchat/server/text_splitter/__init__.py
rename to libs/chatchat-server/chatchat/server/text_splitter/__init__.py
diff --git a/chatchat-server/chatchat/server/text_splitter/ali_text_splitter.py b/libs/chatchat-server/chatchat/server/text_splitter/ali_text_splitter.py
similarity index 100%
rename from chatchat-server/chatchat/server/text_splitter/ali_text_splitter.py
rename to libs/chatchat-server/chatchat/server/text_splitter/ali_text_splitter.py
diff --git a/chatchat-server/chatchat/server/text_splitter/chinese_recursive_text_splitter.py b/libs/chatchat-server/chatchat/server/text_splitter/chinese_recursive_text_splitter.py
similarity index 100%
rename from chatchat-server/chatchat/server/text_splitter/chinese_recursive_text_splitter.py
rename to libs/chatchat-server/chatchat/server/text_splitter/chinese_recursive_text_splitter.py
diff --git a/chatchat-server/chatchat/server/text_splitter/chinese_text_splitter.py b/libs/chatchat-server/chatchat/server/text_splitter/chinese_text_splitter.py
similarity index 100%
rename from chatchat-server/chatchat/server/text_splitter/chinese_text_splitter.py
rename to libs/chatchat-server/chatchat/server/text_splitter/chinese_text_splitter.py
diff --git a/chatchat-server/chatchat/server/text_splitter/zh_title_enhance.py b/libs/chatchat-server/chatchat/server/text_splitter/zh_title_enhance.py
similarity index 100%
rename from chatchat-server/chatchat/server/text_splitter/zh_title_enhance.py
rename to libs/chatchat-server/chatchat/server/text_splitter/zh_title_enhance.py
diff --git a/chatchat-server/chatchat/server/utils.py b/libs/chatchat-server/chatchat/server/utils.py
similarity index 100%
rename from chatchat-server/chatchat/server/utils.py
rename to libs/chatchat-server/chatchat/server/utils.py
diff --git a/chatchat-server/chatchat/server/webui_allinone_stale.py b/libs/chatchat-server/chatchat/server/webui_allinone_stale.py
similarity index 100%
rename from chatchat-server/chatchat/server/webui_allinone_stale.py
rename to libs/chatchat-server/chatchat/server/webui_allinone_stale.py
diff --git a/chatchat-server/chatchat/startup.py b/libs/chatchat-server/chatchat/startup.py
similarity index 99%
rename from chatchat-server/chatchat/startup.py
rename to libs/chatchat-server/chatchat/startup.py
index 3c7419c4..01a7b10c 100644
--- a/chatchat-server/chatchat/startup.py
+++ b/libs/chatchat-server/chatchat/startup.py
@@ -39,7 +39,7 @@ def run_init_server(
         model_providers_cfg_path: str = None,
         provider_host: str = None,
         provider_port: int = None):
-    from chatchat.model_loaders.init_server import init_server
+    from chatchat.init_server import init_server
     from chatchat.configs import (MODEL_PROVIDERS_CFG_PATH_CONFIG,
                                   MODEL_PROVIDERS_CFG_HOST,
                                   MODEL_PROVIDERS_CFG_PORT)
diff --git a/chatchat-server/chatchat/webui.py b/libs/chatchat-server/chatchat/webui.py
similarity index 100%
rename from chatchat-server/chatchat/webui.py
rename to libs/chatchat-server/chatchat/webui.py
diff --git a/chatchat-server/chatchat/webui_pages/__init__.py b/libs/chatchat-server/chatchat/webui_pages/__init__.py
similarity index 100%
rename from chatchat-server/chatchat/webui_pages/__init__.py
rename to libs/chatchat-server/chatchat/webui_pages/__init__.py
diff --git a/chatchat-server/chatchat/webui_pages/dialogue/__init__.py b/libs/chatchat-server/chatchat/webui_pages/dialogue/__init__.py
similarity index 100%
rename from chatchat-server/chatchat/webui_pages/dialogue/__init__.py
rename to libs/chatchat-server/chatchat/webui_pages/dialogue/__init__.py
diff --git a/chatchat-server/chatchat/webui_pages/dialogue/dialogue.py b/libs/chatchat-server/chatchat/webui_pages/dialogue/dialogue.py
similarity index 100%
rename from chatchat-server/chatchat/webui_pages/dialogue/dialogue.py
rename to libs/chatchat-server/chatchat/webui_pages/dialogue/dialogue.py
diff --git a/chatchat-server/chatchat/webui_pages/dialogue/utils.py b/libs/chatchat-server/chatchat/webui_pages/dialogue/utils.py
similarity index 100%
rename from chatchat-server/chatchat/webui_pages/dialogue/utils.py
rename to libs/chatchat-server/chatchat/webui_pages/dialogue/utils.py
diff --git a/chatchat-server/chatchat/webui_pages/knowledge_base/__init__.py b/libs/chatchat-server/chatchat/webui_pages/knowledge_base/__init__.py
similarity index 100%
rename from chatchat-server/chatchat/webui_pages/knowledge_base/__init__.py
rename to libs/chatchat-server/chatchat/webui_pages/knowledge_base/__init__.py
diff --git a/chatchat-server/chatchat/webui_pages/knowledge_base/knowledge_base.py b/libs/chatchat-server/chatchat/webui_pages/knowledge_base/knowledge_base.py
similarity index 100%
rename from chatchat-server/chatchat/webui_pages/knowledge_base/knowledge_base.py
rename to libs/chatchat-server/chatchat/webui_pages/knowledge_base/knowledge_base.py
diff --git a/chatchat-server/chatchat/webui_pages/model_config/__init__.py b/libs/chatchat-server/chatchat/webui_pages/model_config/__init__.py
similarity index 100%
rename from chatchat-server/chatchat/webui_pages/model_config/__init__.py
rename to libs/chatchat-server/chatchat/webui_pages/model_config/__init__.py
diff --git a/chatchat-server/chatchat/webui_pages/model_config/model_config.py b/libs/chatchat-server/chatchat/webui_pages/model_config/model_config.py
similarity index 100%
rename from chatchat-server/chatchat/webui_pages/model_config/model_config.py
rename to libs/chatchat-server/chatchat/webui_pages/model_config/model_config.py
diff --git a/chatchat-server/chatchat/webui_pages/utils.py b/libs/chatchat-server/chatchat/webui_pages/utils.py
similarity index 100%
rename from chatchat-server/chatchat/webui_pages/utils.py
rename to libs/chatchat-server/chatchat/webui_pages/utils.py
diff --git a/chatchat-server/poetry.toml b/libs/chatchat-server/poetry.toml
similarity index 100%
rename from chatchat-server/poetry.toml
rename to libs/chatchat-server/poetry.toml
diff --git a/chatchat-server/pyproject.toml b/libs/chatchat-server/pyproject.toml
similarity index 100%
rename from chatchat-server/pyproject.toml
rename to libs/chatchat-server/pyproject.toml
diff --git a/chatchat-server/tests/api/test_kb_api.py b/libs/chatchat-server/tests/api/test_kb_api.py
similarity index 100%
rename from chatchat-server/tests/api/test_kb_api.py
rename to libs/chatchat-server/tests/api/test_kb_api.py
diff --git a/chatchat-server/tests/api/test_kb_api_request.py b/libs/chatchat-server/tests/api/test_kb_api_request.py
similarity index 100%
rename from chatchat-server/tests/api/test_kb_api_request.py
rename to libs/chatchat-server/tests/api/test_kb_api_request.py
diff --git a/chatchat-server/tests/api/test_kb_summary_api.py b/libs/chatchat-server/tests/api/test_kb_summary_api.py
similarity index 100%
rename from chatchat-server/tests/api/test_kb_summary_api.py
rename to libs/chatchat-server/tests/api/test_kb_summary_api.py
diff --git a/chatchat-server/tests/api/test_openai_wrap.py b/libs/chatchat-server/tests/api/test_openai_wrap.py
similarity index 100%
rename from chatchat-server/tests/api/test_openai_wrap.py
rename to libs/chatchat-server/tests/api/test_openai_wrap.py
diff --git a/chatchat-server/tests/api/test_server_state_api.py b/libs/chatchat-server/tests/api/test_server_state_api.py
similarity index 100%
rename from chatchat-server/tests/api/test_server_state_api.py
rename to libs/chatchat-server/tests/api/test_server_state_api.py
diff --git a/chatchat-server/tests/api/test_stream_chat_api.py b/libs/chatchat-server/tests/api/test_stream_chat_api.py
similarity index 100%
rename from chatchat-server/tests/api/test_stream_chat_api.py
rename to libs/chatchat-server/tests/api/test_stream_chat_api.py
diff --git a/chatchat-server/tests/api/test_stream_chat_api_thread.py b/libs/chatchat-server/tests/api/test_stream_chat_api_thread.py
similarity index 100%
rename from chatchat-server/tests/api/test_stream_chat_api_thread.py
rename to libs/chatchat-server/tests/api/test_stream_chat_api_thread.py
diff --git a/chatchat-server/tests/api/test_tools.py b/libs/chatchat-server/tests/api/test_tools.py
similarity index 100%
rename from chatchat-server/tests/api/test_tools.py
rename to libs/chatchat-server/tests/api/test_tools.py
diff --git a/chatchat-server/tests/custom_splitter/test_different_splitter.py b/libs/chatchat-server/tests/custom_splitter/test_different_splitter.py
similarity index 100%
rename from chatchat-server/tests/custom_splitter/test_different_splitter.py
rename to libs/chatchat-server/tests/custom_splitter/test_different_splitter.py
diff --git a/chatchat-server/tests/document_loader/test_imgloader.py b/libs/chatchat-server/tests/document_loader/test_imgloader.py
similarity index 100%
rename from chatchat-server/tests/document_loader/test_imgloader.py
rename to libs/chatchat-server/tests/document_loader/test_imgloader.py
diff --git a/chatchat-server/tests/document_loader/test_pdfloader.py b/libs/chatchat-server/tests/document_loader/test_pdfloader.py
similarity index 100%
rename from chatchat-server/tests/document_loader/test_pdfloader.py
rename to libs/chatchat-server/tests/document_loader/test_pdfloader.py
diff --git a/chatchat-server/tests/kb_vector_db/__init__.py b/libs/chatchat-server/tests/kb_vector_db/__init__.py
similarity index 100%
rename from chatchat-server/tests/kb_vector_db/__init__.py
rename to libs/chatchat-server/tests/kb_vector_db/__init__.py
diff --git a/chatchat-server/tests/kb_vector_db/test_faiss_kb.py b/libs/chatchat-server/tests/kb_vector_db/test_faiss_kb.py
similarity index 100%
rename from chatchat-server/tests/kb_vector_db/test_faiss_kb.py
rename to libs/chatchat-server/tests/kb_vector_db/test_faiss_kb.py
diff --git a/chatchat-server/tests/kb_vector_db/test_milvus_db.py b/libs/chatchat-server/tests/kb_vector_db/test_milvus_db.py
similarity index 100%
rename from chatchat-server/tests/kb_vector_db/test_milvus_db.py
rename to libs/chatchat-server/tests/kb_vector_db/test_milvus_db.py
diff --git a/chatchat-server/tests/kb_vector_db/test_pg_db.py b/libs/chatchat-server/tests/kb_vector_db/test_pg_db.py
similarity index 100%
rename from chatchat-server/tests/kb_vector_db/test_pg_db.py
rename to libs/chatchat-server/tests/kb_vector_db/test_pg_db.py
diff --git a/chatchat-server/tests/samples/ocr_test.docx b/libs/chatchat-server/tests/samples/ocr_test.docx
similarity index 100%
rename from chatchat-server/tests/samples/ocr_test.docx
rename to libs/chatchat-server/tests/samples/ocr_test.docx
diff --git a/chatchat-server/tests/samples/ocr_test.jpg b/libs/chatchat-server/tests/samples/ocr_test.jpg
similarity index 100%
rename from chatchat-server/tests/samples/ocr_test.jpg
rename to libs/chatchat-server/tests/samples/ocr_test.jpg
diff --git a/chatchat-server/tests/samples/ocr_test.pdf b/libs/chatchat-server/tests/samples/ocr_test.pdf
similarity index 100%
rename from chatchat-server/tests/samples/ocr_test.pdf
rename to libs/chatchat-server/tests/samples/ocr_test.pdf
diff --git a/chatchat-server/tests/samples/ocr_test.pptx b/libs/chatchat-server/tests/samples/ocr_test.pptx
similarity index 100%
rename from chatchat-server/tests/samples/ocr_test.pptx
rename to libs/chatchat-server/tests/samples/ocr_test.pptx
diff --git a/chatchat-server/tests/test_migrate.py b/libs/chatchat-server/tests/test_migrate.py
similarity index 100%
rename from chatchat-server/tests/test_migrate.py
rename to libs/chatchat-server/tests/test_migrate.py
diff --git a/chatchat-server/tests/test_qwen_agent.py b/libs/chatchat-server/tests/test_qwen_agent.py
similarity index 100%
rename from chatchat-server/tests/test_qwen_agent.py
rename to libs/chatchat-server/tests/test_qwen_agent.py
diff --git a/libs/chatchat-server/tests/unit_server/test_init_server.py b/libs/chatchat-server/tests/unit_server/test_init_server.py
new file mode 100644
index 00000000..b25f2194
--- /dev/null
+++ b/libs/chatchat-server/tests/unit_server/test_init_server.py
@@ -0,0 +1,6 @@
+from chatchat.init_server import init_server
+
+
+def test_init_server():
+
+    init_server()
diff --git a/model-providers/Makefile b/libs/model-providers/Makefile
similarity index 100%
rename from model-providers/Makefile
rename to libs/model-providers/Makefile
diff --git a/model-providers/README.md b/libs/model-providers/README.md
similarity index 100%
rename from model-providers/README.md
rename to libs/model-providers/README.md
diff --git a/model-providers/model_providers.yaml b/libs/model-providers/model_providers.yaml
similarity index 100%
rename from model-providers/model_providers.yaml
rename to libs/model-providers/model_providers.yaml
diff --git a/model-providers/model_providers/__init__.py b/libs/model-providers/model_providers/__init__.py
similarity index 100%
rename from model-providers/model_providers/__init__.py
rename to libs/model-providers/model_providers/__init__.py
diff --git a/model-providers/model_providers/__main__.py b/libs/model-providers/model_providers/__main__.py
similarity index 100%
rename from model-providers/model_providers/__main__.py
rename to libs/model-providers/model_providers/__main__.py
diff --git a/model-providers/model_providers/_compat.py b/libs/model-providers/model_providers/_compat.py
similarity index 100%
rename from model-providers/model_providers/_compat.py
rename to libs/model-providers/model_providers/_compat.py
diff --git a/model-providers/model_providers/_files.py b/libs/model-providers/model_providers/_files.py
similarity index 100%
rename from model-providers/model_providers/_files.py
rename to libs/model-providers/model_providers/_files.py
diff --git a/model-providers/model_providers/_models.py b/libs/model-providers/model_providers/_models.py
similarity index 100%
rename from model-providers/model_providers/_models.py
rename to libs/model-providers/model_providers/_models.py
diff --git a/model-providers/model_providers/_types.py b/libs/model-providers/model_providers/_types.py
similarity index 100%
rename from model-providers/model_providers/_types.py
rename to libs/model-providers/model_providers/_types.py
diff --git a/model-providers/model_providers/_utils/__init__.py b/libs/model-providers/model_providers/_utils/__init__.py
similarity index 100%
rename from model-providers/model_providers/_utils/__init__.py
rename to libs/model-providers/model_providers/_utils/__init__.py
diff --git a/model-providers/model_providers/_utils/_transform.py b/libs/model-providers/model_providers/_utils/_transform.py
similarity index 100%
rename from model-providers/model_providers/_utils/_transform.py
rename to libs/model-providers/model_providers/_utils/_transform.py
diff --git a/model-providers/model_providers/_utils/_typing.py b/libs/model-providers/model_providers/_utils/_typing.py
similarity index 100%
rename from model-providers/model_providers/_utils/_typing.py
rename to libs/model-providers/model_providers/_utils/_typing.py
diff --git a/model-providers/model_providers/_utils/_utils.py b/libs/model-providers/model_providers/_utils/_utils.py
similarity index 100%
rename from model-providers/model_providers/_utils/_utils.py
rename to libs/model-providers/model_providers/_utils/_utils.py
diff --git a/model-providers/model_providers/bootstrap_web/entities/__init__.py b/libs/model-providers/model_providers/bootstrap_web/entities/__init__.py
similarity index 100%
rename from model-providers/model_providers/bootstrap_web/entities/__init__.py
rename to libs/model-providers/model_providers/bootstrap_web/entities/__init__.py
diff --git a/model-providers/model_providers/bootstrap_web/entities/model_provider_entities.py b/libs/model-providers/model_providers/bootstrap_web/entities/model_provider_entities.py
similarity index 100%
rename from model-providers/model_providers/bootstrap_web/entities/model_provider_entities.py
rename to libs/model-providers/model_providers/bootstrap_web/entities/model_provider_entities.py
diff --git a/model-providers/model_providers/bootstrap_web/message_convert/__init__.py b/libs/model-providers/model_providers/bootstrap_web/message_convert/__init__.py
similarity index 100%
rename from model-providers/model_providers/bootstrap_web/message_convert/__init__.py
rename to libs/model-providers/model_providers/bootstrap_web/message_convert/__init__.py
diff --git a/model-providers/model_providers/bootstrap_web/message_convert/core.py b/libs/model-providers/model_providers/bootstrap_web/message_convert/core.py
similarity index 100%
rename from model-providers/model_providers/bootstrap_web/message_convert/core.py
rename to libs/model-providers/model_providers/bootstrap_web/message_convert/core.py
diff --git a/model-providers/model_providers/bootstrap_web/openai_bootstrap_web.py b/libs/model-providers/model_providers/bootstrap_web/openai_bootstrap_web.py
similarity index 92%
rename from model-providers/model_providers/bootstrap_web/openai_bootstrap_web.py
rename to libs/model-providers/model_providers/bootstrap_web/openai_bootstrap_web.py
index f2e3d0c8..7a628ae7 100644
--- a/model-providers/model_providers/bootstrap_web/openai_bootstrap_web.py
+++ b/libs/model-providers/model_providers/bootstrap_web/openai_bootstrap_web.py
@@ -178,33 +178,29 @@ class RESTFulOpenAIBootstrapBaseWeb(OpenAIBootstrapBaseWeb):
     async def list_models(self, provider: str, request: Request):
         logger.info(f"Received list_models request for provider: {provider}")
         # 返回ModelType所有的枚举
-        llm_models: List[AIModelEntity] = []
+        ai_models: List[AIModelEntity] = []
         for model_type in ModelType.__members__.values():
             try:
-                provider_model_bundle = (
-                    self._provider_manager.provider_manager.get_provider_model_bundle(
-                        provider=provider, model_type=model_type
-                    )
+                provider_model_bundle_llm = provider_manager.get_provider_model_bundle(
+                    provider="zhipuai", model_type=model_type
                 )
-                # 获取预定义模型
-                llm_models.extend(
-                    provider_model_bundle.model_type_instance.predefined_models()
-                )
-                # 获取自定义模型
-                for (
-                    model
-                ) in provider_model_bundle.configuration.custom_configuration.models:
-                    llm_models.append(
-                        provider_model_bundle.model_type_instance.get_model_schema(
-                            model=model.model,
-                            credentials=model.credentials,
+                for model in provider_model_bundle_llm.configuration.custom_configuration.models:
+                    if model.model_type == model_type:
+                        ai_models.append(
+                            provider_model_bundle_llm.model_type_instance.get_model_schema(
+                                model=model.model,
+                                credentials=model.credentials,
+                            )
                         )
-                    )
             except Exception as e:
-                logger.error(
+                logger.warning(
                     f"Error while fetching models for provider: {provider}, model_type: {model_type}"
                 )
-                logger.error(e)
+
+        # 获取预定义模型
+        ai_models.extend(provider_model_bundle_llm.model_type_instance.predefined_models())
+
+        logger.info(f"ai_models: {ai_models}")
 
         # modelsList[AIModelEntity]转换称List[ModelCard]
 
diff --git a/model-providers/model_providers/core/bootstrap/__init__.py b/libs/model-providers/model_providers/core/bootstrap/__init__.py
similarity index 100%
rename from model-providers/model_providers/core/bootstrap/__init__.py
rename to libs/model-providers/model_providers/core/bootstrap/__init__.py
diff --git a/model-providers/model_providers/core/bootstrap/base.py b/libs/model-providers/model_providers/core/bootstrap/base.py
similarity index 100%
rename from model-providers/model_providers/core/bootstrap/base.py
rename to libs/model-providers/model_providers/core/bootstrap/base.py
diff --git a/model-providers/model_providers/core/bootstrap/bootstrap_register.py b/libs/model-providers/model_providers/core/bootstrap/bootstrap_register.py
similarity index 100%
rename from model-providers/model_providers/core/bootstrap/bootstrap_register.py
rename to libs/model-providers/model_providers/core/bootstrap/bootstrap_register.py
diff --git a/model-providers/model_providers/core/bootstrap/openai_protocol.py b/libs/model-providers/model_providers/core/bootstrap/openai_protocol.py
similarity index 100%
rename from model-providers/model_providers/core/bootstrap/openai_protocol.py
rename to libs/model-providers/model_providers/core/bootstrap/openai_protocol.py
diff --git a/model-providers/model_providers/core/bootstrap/providers_wapper.py b/libs/model-providers/model_providers/core/bootstrap/providers_wapper.py
similarity index 100%
rename from model-providers/model_providers/core/bootstrap/providers_wapper.py
rename to libs/model-providers/model_providers/core/bootstrap/providers_wapper.py
diff --git a/model-providers/model_providers/core/entities/__init__.py b/libs/model-providers/model_providers/core/entities/__init__.py
similarity index 100%
rename from model-providers/model_providers/core/entities/__init__.py
rename to libs/model-providers/model_providers/core/entities/__init__.py
diff --git a/model-providers/model_providers/core/entities/agent_entities.py b/libs/model-providers/model_providers/core/entities/agent_entities.py
similarity index 100%
rename from model-providers/model_providers/core/entities/agent_entities.py
rename to libs/model-providers/model_providers/core/entities/agent_entities.py
diff --git a/model-providers/model_providers/core/entities/message_entities.py b/libs/model-providers/model_providers/core/entities/message_entities.py
similarity index 100%
rename from model-providers/model_providers/core/entities/message_entities.py
rename to libs/model-providers/model_providers/core/entities/message_entities.py
diff --git a/model-providers/model_providers/core/entities/model_entities.py b/libs/model-providers/model_providers/core/entities/model_entities.py
similarity index 100%
rename from model-providers/model_providers/core/entities/model_entities.py
rename to libs/model-providers/model_providers/core/entities/model_entities.py
diff --git a/model-providers/model_providers/core/entities/provider_configuration.py b/libs/model-providers/model_providers/core/entities/provider_configuration.py
similarity index 100%
rename from model-providers/model_providers/core/entities/provider_configuration.py
rename to libs/model-providers/model_providers/core/entities/provider_configuration.py
diff --git a/model-providers/model_providers/core/entities/provider_entities.py b/libs/model-providers/model_providers/core/entities/provider_entities.py
similarity index 100%
rename from model-providers/model_providers/core/entities/provider_entities.py
rename to libs/model-providers/model_providers/core/entities/provider_entities.py
diff --git a/model-providers/model_providers/core/entities/queue_entities.py b/libs/model-providers/model_providers/core/entities/queue_entities.py
similarity index 100%
rename from model-providers/model_providers/core/entities/queue_entities.py
rename to libs/model-providers/model_providers/core/entities/queue_entities.py
diff --git a/model-providers/model_providers/core/model_manager.py b/libs/model-providers/model_providers/core/model_manager.py
similarity index 97%
rename from model-providers/model_providers/core/model_manager.py
rename to libs/model-providers/model_providers/core/model_manager.py
index fc045509..a72aa06d 100644
--- a/model-providers/model_providers/core/model_manager.py
+++ b/libs/model-providers/model_providers/core/model_manager.py
@@ -1,286 +1,286 @@
-from typing import IO, Generator, List, Optional, Union, cast
-
-from model_providers.core.entities.provider_configuration import ProviderModelBundle
-from model_providers.core.model_runtime.callbacks.base_callback import Callback
-from model_providers.core.model_runtime.entities.llm_entities import LLMResult
-from model_providers.core.model_runtime.entities.message_entities import (
-    PromptMessage,
-    PromptMessageTool,
-)
-from model_providers.core.model_runtime.entities.model_entities import ModelType
-from model_providers.core.model_runtime.entities.rerank_entities import RerankResult
-from model_providers.core.model_runtime.entities.text_embedding_entities import (
-    TextEmbeddingResult,
-)
-from model_providers.core.model_runtime.model_providers.__base.large_language_model import (
-    LargeLanguageModel,
-)
-from model_providers.core.model_runtime.model_providers.__base.moderation_model import (
-    ModerationModel,
-)
-from model_providers.core.model_runtime.model_providers.__base.rerank_model import (
-    RerankModel,
-)
-from model_providers.core.model_runtime.model_providers.__base.speech2text_model import (
-    Speech2TextModel,
-)
-from model_providers.core.model_runtime.model_providers.__base.text_embedding_model import (
-    TextEmbeddingModel,
-)
-from model_providers.core.model_runtime.model_providers.__base.tts_model import TTSModel
-from model_providers.core.provider_manager import ProviderManager
-from model_providers.errors.error import ProviderTokenNotInitError
-
-
-def _fetch_credentials_from_bundle(
-    provider_model_bundle: ProviderModelBundle, model: str
-) -> dict:
-    """
-    Fetch credentials from provider model bundle
-    :param provider_model_bundle: provider model bundle
-    :param model: model name
-    :return:
-    """
-    credentials = provider_model_bundle.configuration.get_current_credentials(
-        model_type=provider_model_bundle.model_type_instance.model_type, model=model
-    )
-
-    if credentials is None:
-        raise ProviderTokenNotInitError(
-            f"Model {model} credentials is not initialized."
-        )
-
-    return credentials
-
-
-class ModelInstance:
-    """
-    Model instance class
-    """
-
-    def __init__(self, provider_model_bundle: ProviderModelBundle, model: str) -> None:
-        self._provider_model_bundle = provider_model_bundle
-        self.model = model
-        self.provider = provider_model_bundle.configuration.provider.provider
-        self.credentials = _fetch_credentials_from_bundle(provider_model_bundle, model)
-        self.model_type_instance = self._provider_model_bundle.model_type_instance
-
-    def invoke_llm(
-        self,
-        prompt_messages: List[PromptMessage],
-        model_parameters: Optional[dict] = None,
-        tools: Optional[List[PromptMessageTool]] = None,
-        stop: Optional[List[str]] = None,
-        stream: bool = True,
-        user: Optional[str] = None,
-        callbacks: List[Callback] = None,
-    ) -> Union[LLMResult, Generator]:
-        """
-        Invoke large language model
-
-        :param prompt_messages: prompt messages
-        :param model_parameters: model parameters
-        :param tools: tools for tool calling
-        :param stop: stop words
-        :param stream: is stream response
-        :param user: unique user id
-        :param callbacks: callbacks
-        :return: full response or stream response chunk generator result
-        """
-        if not isinstance(self.model_type_instance, LargeLanguageModel):
-            raise Exception("Model type instance is not LargeLanguageModel")
-
-        self.model_type_instance = cast(LargeLanguageModel, self.model_type_instance)
-        return self.model_type_instance.invoke(
-            model=self.model,
-            credentials=self.credentials,
-            prompt_messages=prompt_messages,
-            model_parameters=model_parameters,
-            tools=tools,
-            stop=stop,
-            stream=stream,
-            user=user,
-            callbacks=callbacks,
-        )
-
-    def invoke_text_embedding(
-        self, texts: List[str], user: Optional[str] = None
-    ) -> TextEmbeddingResult:
-        """
-        Invoke large language model
-
-        :param texts: texts to embed
-        :param user: unique user id
-        :return: embeddings result
-        """
-        if not isinstance(self.model_type_instance, TextEmbeddingModel):
-            raise Exception("Model type instance is not TextEmbeddingModel")
-
-        self.model_type_instance = cast(TextEmbeddingModel, self.model_type_instance)
-        return self.model_type_instance.invoke(
-            model=self.model, credentials=self.credentials, texts=texts, user=user
-        )
-
-    def invoke_rerank(
-        self,
-        query: str,
-        docs: List[str],
-        score_threshold: Optional[float] = None,
-        top_n: Optional[int] = None,
-        user: Optional[str] = None,
-    ) -> RerankResult:
-        """
-        Invoke rerank model
-
-        :param query: search query
-        :param docs: docs for reranking
-        :param score_threshold: score threshold
-        :param top_n: top n
-        :param user: unique user id
-        :return: rerank result
-        """
-        if not isinstance(self.model_type_instance, RerankModel):
-            raise Exception("Model type instance is not RerankModel")
-
-        self.model_type_instance = cast(RerankModel, self.model_type_instance)
-        return self.model_type_instance.invoke(
-            model=self.model,
-            credentials=self.credentials,
-            query=query,
-            docs=docs,
-            score_threshold=score_threshold,
-            top_n=top_n,
-            user=user,
-        )
-
-    def invoke_moderation(self, text: str, user: Optional[str] = None) -> bool:
-        """
-        Invoke moderation model
-
-        :param text: text to moderate
-        :param user: unique user id
-        :return: false if text is safe, true otherwise
-        """
-        if not isinstance(self.model_type_instance, ModerationModel):
-            raise Exception("Model type instance is not ModerationModel")
-
-        self.model_type_instance = cast(ModerationModel, self.model_type_instance)
-        return self.model_type_instance.invoke(
-            model=self.model, credentials=self.credentials, text=text, user=user
-        )
-
-    def invoke_speech2text(self, file: IO[bytes], user: Optional[str] = None) -> str:
-        """
-        Invoke large language model
-
-        :param file: audio file
-        :param user: unique user id
-        :return: text for given audio file
-        """
-        if not isinstance(self.model_type_instance, Speech2TextModel):
-            raise Exception("Model type instance is not Speech2TextModel")
-
-        self.model_type_instance = cast(Speech2TextModel, self.model_type_instance)
-        return self.model_type_instance.invoke(
-            model=self.model, credentials=self.credentials, file=file, user=user
-        )
-
-    def invoke_tts(
-        self,
-        content_text: str,
-        tenant_id: str,
-        voice: str,
-        streaming: bool,
-        user: Optional[str] = None,
-    ) -> str:
-        """
-        Invoke large language tts model
-
-        :param content_text: text content to be translated
-        :param tenant_id: user tenant id
-        :param user: unique user id
-        :param voice: model timbre
-        :param streaming: output is streaming
-        :return: text for given audio file
-        """
-        if not isinstance(self.model_type_instance, TTSModel):
-            raise Exception("Model type instance is not TTSModel")
-
-        self.model_type_instance = cast(TTSModel, self.model_type_instance)
-        return self.model_type_instance.invoke(
-            model=self.model,
-            credentials=self.credentials,
-            content_text=content_text,
-            user=user,
-            tenant_id=tenant_id,
-            voice=voice,
-            streaming=streaming,
-        )
-
-    def get_tts_voices(self, language: str) -> list:
-        """
-        Invoke large language tts model voices
-
-        :param language: tts language
-        :return: tts model voices
-        """
-        if not isinstance(self.model_type_instance, TTSModel):
-            raise Exception("Model type instance is not TTSModel")
-
-        self.model_type_instance = cast(TTSModel, self.model_type_instance)
-        return self.model_type_instance.get_tts_model_voices(
-            model=self.model, credentials=self.credentials, language=language
-        )
-
-
-class ModelManager:
-    def __init__(
-        self,
-        provider_name_to_provider_records_dict: dict,
-        provider_name_to_provider_model_records_dict: dict,
-    ) -> None:
-        self._provider_manager = ProviderManager(
-            provider_name_to_provider_records_dict=provider_name_to_provider_records_dict,
-            provider_name_to_provider_model_records_dict=provider_name_to_provider_model_records_dict,
-        )
-
-    @property
-    def provider_manager(self) -> ProviderManager:
-        return self._provider_manager
-
-    def get_model_instance(
-        self, provider: str, model_type: ModelType, model: str
-    ) -> ModelInstance:
-        """
-        Get model instance
-        :param provider: provider name
-        :param model_type: model type
-        :param model: model name
-        :return:
-        """
-        if not provider:
-            return self.get_default_model_instance(model_type)
-        provider_model_bundle = self._provider_manager.get_provider_model_bundle(
-            provider=provider, model_type=model_type
-        )
-
-        return ModelInstance(provider_model_bundle, model)
-
-    def get_default_model_instance(self, model_type: ModelType) -> ModelInstance:
-        """
-        Get default model instance
-        :param model_type: model type
-        :return:
-        """
-        default_model_entity = self._provider_manager.get_default_model(
-            model_type=model_type
-        )
-
-        if not default_model_entity:
-            raise ProviderTokenNotInitError(f"Default model not found for {model_type}")
-
-        return self.get_model_instance(
-            provider=default_model_entity.provider.provider,
-            model_type=model_type,
-            model=default_model_entity.model,
-        )
+from typing import IO, Generator, List, Optional, Union, cast
+
+from model_providers.core.entities.provider_configuration import ProviderModelBundle
+from model_providers.core.model_runtime.callbacks.base_callback import Callback
+from model_providers.core.model_runtime.entities.llm_entities import LLMResult
+from model_providers.core.model_runtime.entities.message_entities import (
+    PromptMessage,
+    PromptMessageTool,
+)
+from model_providers.core.model_runtime.entities.model_entities import ModelType
+from model_providers.core.model_runtime.entities.rerank_entities import RerankResult
+from model_providers.core.model_runtime.entities.text_embedding_entities import (
+    TextEmbeddingResult,
+)
+from model_providers.core.model_runtime.model_providers.__base.large_language_model import (
+    LargeLanguageModel,
+)
+from model_providers.core.model_runtime.model_providers.__base.moderation_model import (
+    ModerationModel,
+)
+from model_providers.core.model_runtime.model_providers.__base.rerank_model import (
+    RerankModel,
+)
+from model_providers.core.model_runtime.model_providers.__base.speech2text_model import (
+    Speech2TextModel,
+)
+from model_providers.core.model_runtime.model_providers.__base.text_embedding_model import (
+    TextEmbeddingModel,
+)
+from model_providers.core.model_runtime.model_providers.__base.tts_model import TTSModel
+from model_providers.core.provider_manager import ProviderManager
+from model_providers.errors.error import ProviderTokenNotInitError
+
+
+def _fetch_credentials_from_bundle(
+    provider_model_bundle: ProviderModelBundle, model: str
+) -> dict:
+    """
+    Fetch credentials from provider model bundle
+    :param provider_model_bundle: provider model bundle
+    :param model: model name
+    :return:
+    """
+    credentials = provider_model_bundle.configuration.get_current_credentials(
+        model_type=provider_model_bundle.model_type_instance.model_type, model=model
+    )
+
+    if credentials is None:
+        raise ProviderTokenNotInitError(
+            f"Model {model} credentials is not initialized."
+        )
+
+    return credentials
+
+
+class ModelInstance:
+    """
+    Model instance class
+    """
+
+    def __init__(self, provider_model_bundle: ProviderModelBundle, model: str) -> None:
+        self._provider_model_bundle = provider_model_bundle
+        self.model = model
+        self.provider = provider_model_bundle.configuration.provider.provider
+        self.credentials = _fetch_credentials_from_bundle(provider_model_bundle, model)
+        self.model_type_instance = self._provider_model_bundle.model_type_instance
+
+    def invoke_llm(
+        self,
+        prompt_messages: List[PromptMessage],
+        model_parameters: Optional[dict] = None,
+        tools: Optional[List[PromptMessageTool]] = None,
+        stop: Optional[List[str]] = None,
+        stream: bool = True,
+        user: Optional[str] = None,
+        callbacks: List[Callback] = None,
+    ) -> Union[LLMResult, Generator]:
+        """
+        Invoke large language model
+
+        :param prompt_messages: prompt messages
+        :param model_parameters: model parameters
+        :param tools: tools for tool calling
+        :param stop: stop words
+        :param stream: is stream response
+        :param user: unique user id
+        :param callbacks: callbacks
+        :return: full response or stream response chunk generator result
+        """
+        if not isinstance(self.model_type_instance, LargeLanguageModel):
+            raise Exception("Model type instance is not LargeLanguageModel")
+
+        self.model_type_instance = cast(LargeLanguageModel, self.model_type_instance)
+        return self.model_type_instance.invoke(
+            model=self.model,
+            credentials=self.credentials,
+            prompt_messages=prompt_messages,
+            model_parameters=model_parameters,
+            tools=tools,
+            stop=stop,
+            stream=stream,
+            user=user,
+            callbacks=callbacks,
+        )
+
+    def invoke_text_embedding(
+        self, texts: List[str], user: Optional[str] = None
+    ) -> TextEmbeddingResult:
+        """
+        Invoke large language model
+
+        :param texts: texts to embed
+        :param user: unique user id
+        :return: embeddings result
+        """
+        if not isinstance(self.model_type_instance, TextEmbeddingModel):
+            raise Exception("Model type instance is not TextEmbeddingModel")
+
+        self.model_type_instance = cast(TextEmbeddingModel, self.model_type_instance)
+        return self.model_type_instance.invoke(
+            model=self.model, credentials=self.credentials, texts=texts, user=user
+        )
+
+    def invoke_rerank(
+        self,
+        query: str,
+        docs: List[str],
+        score_threshold: Optional[float] = None,
+        top_n: Optional[int] = None,
+        user: Optional[str] = None,
+    ) -> RerankResult:
+        """
+        Invoke rerank model
+
+        :param query: search query
+        :param docs: docs for reranking
+        :param score_threshold: score threshold
+        :param top_n: top n
+        :param user: unique user id
+        :return: rerank result
+        """
+        if not isinstance(self.model_type_instance, RerankModel):
+            raise Exception("Model type instance is not RerankModel")
+
+        self.model_type_instance = cast(RerankModel, self.model_type_instance)
+        return self.model_type_instance.invoke(
+            model=self.model,
+            credentials=self.credentials,
+            query=query,
+            docs=docs,
+            score_threshold=score_threshold,
+            top_n=top_n,
+            user=user,
+        )
+
+    def invoke_moderation(self, text: str, user: Optional[str] = None) -> bool:
+        """
+        Invoke moderation model
+
+        :param text: text to moderate
+        :param user: unique user id
+        :return: false if text is safe, true otherwise
+        """
+        if not isinstance(self.model_type_instance, ModerationModel):
+            raise Exception("Model type instance is not ModerationModel")
+
+        self.model_type_instance = cast(ModerationModel, self.model_type_instance)
+        return self.model_type_instance.invoke(
+            model=self.model, credentials=self.credentials, text=text, user=user
+        )
+
+    def invoke_speech2text(self, file: IO[bytes], user: Optional[str] = None) -> str:
+        """
+        Invoke large language model
+
+        :param file: audio file
+        :param user: unique user id
+        :return: text for given audio file
+        """
+        if not isinstance(self.model_type_instance, Speech2TextModel):
+            raise Exception("Model type instance is not Speech2TextModel")
+
+        self.model_type_instance = cast(Speech2TextModel, self.model_type_instance)
+        return self.model_type_instance.invoke(
+            model=self.model, credentials=self.credentials, file=file, user=user
+        )
+
+    def invoke_tts(
+        self,
+        content_text: str,
+        tenant_id: str,
+        voice: str,
+        streaming: bool,
+        user: Optional[str] = None,
+    ) -> str:
+        """
+        Invoke large language tts model
+
+        :param content_text: text content to be translated
+        :param tenant_id: user tenant id
+        :param user: unique user id
+        :param voice: model timbre
+        :param streaming: output is streaming
+        :return: text for given audio file
+        """
+        if not isinstance(self.model_type_instance, TTSModel):
+            raise Exception("Model type instance is not TTSModel")
+
+        self.model_type_instance = cast(TTSModel, self.model_type_instance)
+        return self.model_type_instance.invoke(
+            model=self.model,
+            credentials=self.credentials,
+            content_text=content_text,
+            user=user,
+            tenant_id=tenant_id,
+            voice=voice,
+            streaming=streaming,
+        )
+
+    def get_tts_voices(self, language: str) -> list:
+        """
+        Invoke large language tts model voices
+
+        :param language: tts language
+        :return: tts model voices
+        """
+        if not isinstance(self.model_type_instance, TTSModel):
+            raise Exception("Model type instance is not TTSModel")
+
+        self.model_type_instance = cast(TTSModel, self.model_type_instance)
+        return self.model_type_instance.get_tts_model_voices(
+            model=self.model, credentials=self.credentials, language=language
+        )
+
+
+class ModelManager:
+    def __init__(
+        self,
+        provider_name_to_provider_records_dict: dict,
+        provider_name_to_provider_model_records_dict: dict,
+    ) -> None:
+        self._provider_manager = ProviderManager(
+            provider_name_to_provider_records_dict=provider_name_to_provider_records_dict,
+            provider_name_to_provider_model_records_dict=provider_name_to_provider_model_records_dict,
+        )
+
+    @property
+    def provider_manager(self) -> ProviderManager:
+        return self._provider_manager
+
+    def get_model_instance(
+        self, provider: str, model_type: ModelType, model: str
+    ) -> ModelInstance:
+        """
+        Get model instance
+        :param provider: provider name
+        :param model_type: model type
+        :param model: model name
+        :return:
+        """
+        if not provider:
+            return self.get_default_model_instance(model_type)
+        provider_model_bundle = self._provider_manager.get_provider_model_bundle(
+            provider=provider, model_type=model_type
+        )
+
+        return ModelInstance(provider_model_bundle, model)
+
+    def get_default_model_instance(self, model_type: ModelType) -> ModelInstance:
+        """
+        Get default model instance
+        :param model_type: model type
+        :return:
+        """
+        default_model_entity = self._provider_manager.get_default_model(
+            model_type=model_type
+        )
+
+        if not default_model_entity:
+            raise ProviderTokenNotInitError(f"Default model not found for {model_type}")
+
+        return self.get_model_instance(
+            provider=default_model_entity.provider.provider,
+            model_type=model_type,
+            model=default_model_entity.model,
+        )
diff --git a/model-providers/model_providers/core/model_runtime/README.md b/libs/model-providers/model_providers/core/model_runtime/README.md
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diff --git a/model-providers/model_providers/core/model_runtime/model_providers/__base/speech2text_model.py b/libs/model-providers/model_providers/core/model_runtime/model_providers/__base/speech2text_model.py
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diff --git a/model-providers/model_providers/core/model_runtime/model_providers/__base/text2img_model.py b/libs/model-providers/model_providers/core/model_runtime/model_providers/__base/text2img_model.py
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rename to libs/model-providers/model_providers/core/model_runtime/model_providers/xinference/text_embedding/text_embedding.py
diff --git a/model-providers/model_providers/core/model_runtime/model_providers/xinference/xinference.py b/libs/model-providers/model_providers/core/model_runtime/model_providers/xinference/xinference.py
similarity index 100%
rename from model-providers/model_providers/core/model_runtime/model_providers/xinference/xinference.py
rename to libs/model-providers/model_providers/core/model_runtime/model_providers/xinference/xinference.py
diff --git a/model-providers/model_providers/core/model_runtime/model_providers/xinference/xinference.yaml b/libs/model-providers/model_providers/core/model_runtime/model_providers/xinference/xinference.yaml
similarity index 100%
rename from model-providers/model_providers/core/model_runtime/model_providers/xinference/xinference.yaml
rename to libs/model-providers/model_providers/core/model_runtime/model_providers/xinference/xinference.yaml
diff --git a/model-providers/model_providers/core/model_runtime/model_providers/xinference/xinference_helper.py b/libs/model-providers/model_providers/core/model_runtime/model_providers/xinference/xinference_helper.py
similarity index 100%
rename from model-providers/model_providers/core/model_runtime/model_providers/xinference/xinference_helper.py
rename to libs/model-providers/model_providers/core/model_runtime/model_providers/xinference/xinference_helper.py
diff --git a/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/__init__.py b/libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/__init__.py
similarity index 100%
rename from model-providers/model_providers/core/model_runtime/model_providers/zhipuai/__init__.py
rename to libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/__init__.py
diff --git a/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/_assets/icon_l_en.svg b/libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/_assets/icon_l_en.svg
similarity index 100%
rename from model-providers/model_providers/core/model_runtime/model_providers/zhipuai/_assets/icon_l_en.svg
rename to libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/_assets/icon_l_en.svg
diff --git a/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/_assets/icon_l_zh.svg b/libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/_assets/icon_l_zh.svg
similarity index 100%
rename from model-providers/model_providers/core/model_runtime/model_providers/zhipuai/_assets/icon_l_zh.svg
rename to libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/_assets/icon_l_zh.svg
diff --git a/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/_assets/icon_s_en.svg b/libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/_assets/icon_s_en.svg
similarity index 100%
rename from model-providers/model_providers/core/model_runtime/model_providers/zhipuai/_assets/icon_s_en.svg
rename to libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/_assets/icon_s_en.svg
diff --git a/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/_common.py b/libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/_common.py
similarity index 100%
rename from model-providers/model_providers/core/model_runtime/model_providers/zhipuai/_common.py
rename to libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/_common.py
diff --git a/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/__init__.py b/libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/__init__.py
similarity index 100%
rename from model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/__init__.py
rename to libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/__init__.py
diff --git a/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/chatglm_lite.yaml b/libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/chatglm_lite.yaml
similarity index 100%
rename from model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/chatglm_lite.yaml
rename to libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/chatglm_lite.yaml
diff --git a/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/chatglm_lite_32k.yaml b/libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/chatglm_lite_32k.yaml
similarity index 100%
rename from model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/chatglm_lite_32k.yaml
rename to libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/chatglm_lite_32k.yaml
diff --git a/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/chatglm_pro.yaml b/libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/chatglm_pro.yaml
similarity index 100%
rename from model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/chatglm_pro.yaml
rename to libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/chatglm_pro.yaml
diff --git a/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/chatglm_std.yaml b/libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/chatglm_std.yaml
similarity index 100%
rename from model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/chatglm_std.yaml
rename to libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/chatglm_std.yaml
diff --git a/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/chatglm_turbo.yaml b/libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/chatglm_turbo.yaml
similarity index 100%
rename from model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/chatglm_turbo.yaml
rename to libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/chatglm_turbo.yaml
diff --git a/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/glm_3_turbo.yaml b/libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/glm_3_turbo.yaml
similarity index 100%
rename from model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/glm_3_turbo.yaml
rename to libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/glm_3_turbo.yaml
diff --git a/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/glm_4.yaml b/libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/glm_4.yaml
similarity index 100%
rename from model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/glm_4.yaml
rename to libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/glm_4.yaml
diff --git a/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/glm_4v.yaml b/libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/glm_4v.yaml
similarity index 100%
rename from model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/glm_4v.yaml
rename to libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/glm_4v.yaml
diff --git a/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/llm.py b/libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/llm.py
similarity index 100%
rename from model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/llm.py
rename to libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/llm/llm.py
diff --git a/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/text_embedding/__init__.py b/libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/text_embedding/__init__.py
similarity index 100%
rename from model-providers/model_providers/core/model_runtime/model_providers/zhipuai/text_embedding/__init__.py
rename to libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/text_embedding/__init__.py
diff --git a/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/text_embedding/text_embedding.py b/libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/text_embedding/text_embedding.py
similarity index 100%
rename from model-providers/model_providers/core/model_runtime/model_providers/zhipuai/text_embedding/text_embedding.py
rename to libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/text_embedding/text_embedding.py
diff --git a/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/text_embedding/text_embedding.yaml b/libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/text_embedding/text_embedding.yaml
similarity index 100%
rename from model-providers/model_providers/core/model_runtime/model_providers/zhipuai/text_embedding/text_embedding.yaml
rename to libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/text_embedding/text_embedding.yaml
diff --git a/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/zhipuai.py b/libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/zhipuai.py
similarity index 100%
rename from model-providers/model_providers/core/model_runtime/model_providers/zhipuai/zhipuai.py
rename to libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/zhipuai.py
diff --git a/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/zhipuai.yaml b/libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/zhipuai.yaml
similarity index 100%
rename from model-providers/model_providers/core/model_runtime/model_providers/zhipuai/zhipuai.yaml
rename to libs/model-providers/model_providers/core/model_runtime/model_providers/zhipuai/zhipuai.yaml
diff --git a/model-providers/model_providers/core/model_runtime/schema_validators/__init__.py b/libs/model-providers/model_providers/core/model_runtime/schema_validators/__init__.py
similarity index 100%
rename from model-providers/model_providers/core/model_runtime/schema_validators/__init__.py
rename to libs/model-providers/model_providers/core/model_runtime/schema_validators/__init__.py
diff --git a/model-providers/model_providers/core/model_runtime/schema_validators/common_validator.py b/libs/model-providers/model_providers/core/model_runtime/schema_validators/common_validator.py
similarity index 100%
rename from model-providers/model_providers/core/model_runtime/schema_validators/common_validator.py
rename to libs/model-providers/model_providers/core/model_runtime/schema_validators/common_validator.py
diff --git a/model-providers/model_providers/core/model_runtime/schema_validators/model_credential_schema_validator.py b/libs/model-providers/model_providers/core/model_runtime/schema_validators/model_credential_schema_validator.py
similarity index 100%
rename from model-providers/model_providers/core/model_runtime/schema_validators/model_credential_schema_validator.py
rename to libs/model-providers/model_providers/core/model_runtime/schema_validators/model_credential_schema_validator.py
diff --git a/model-providers/model_providers/core/model_runtime/schema_validators/provider_credential_schema_validator.py b/libs/model-providers/model_providers/core/model_runtime/schema_validators/provider_credential_schema_validator.py
similarity index 100%
rename from model-providers/model_providers/core/model_runtime/schema_validators/provider_credential_schema_validator.py
rename to libs/model-providers/model_providers/core/model_runtime/schema_validators/provider_credential_schema_validator.py
diff --git a/model-providers/model_providers/core/model_runtime/utils/__init__.py b/libs/model-providers/model_providers/core/model_runtime/utils/__init__.py
similarity index 100%
rename from model-providers/model_providers/core/model_runtime/utils/__init__.py
rename to libs/model-providers/model_providers/core/model_runtime/utils/__init__.py
diff --git a/model-providers/model_providers/core/model_runtime/utils/helper.py b/libs/model-providers/model_providers/core/model_runtime/utils/helper.py
similarity index 100%
rename from model-providers/model_providers/core/model_runtime/utils/helper.py
rename to libs/model-providers/model_providers/core/model_runtime/utils/helper.py
diff --git a/model-providers/model_providers/core/provider_manager.py b/libs/model-providers/model_providers/core/provider_manager.py
similarity index 97%
rename from model-providers/model_providers/core/provider_manager.py
rename to libs/model-providers/model_providers/core/provider_manager.py
index ad511337..1cde79d2 100644
--- a/model-providers/model_providers/core/provider_manager.py
+++ b/libs/model-providers/model_providers/core/provider_manager.py
@@ -1,279 +1,279 @@
-import json
-from collections import defaultdict
-from json import JSONDecodeError
-from typing import List, Optional, Union
-
-from model_providers.core.entities.model_entities import (
-    DefaultModelEntity,
-    DefaultModelProviderEntity,
-)
-from model_providers.core.entities.provider_configuration import (
-    ProviderConfiguration,
-    ProviderConfigurations,
-    ProviderModelBundle,
-)
-from model_providers.core.entities.provider_entities import (
-    CustomConfiguration,
-    CustomModelConfiguration,
-    CustomProviderConfiguration,
-)
-from model_providers.core.model_runtime.entities.model_entities import ModelType
-from model_providers.core.model_runtime.entities.provider_entities import (
-    CredentialFormSchema,
-    FormType,
-    ProviderEntity,
-)
-from model_providers.core.model_runtime.model_providers import model_provider_factory
-
-
-class ProviderManager:
-    """
-    ProviderManager is a class that manages the model providers includes Hosting and Customize Model Providers.
-    """
-
-    def __init__(
-        self,
-        provider_name_to_provider_records_dict: dict,
-        provider_name_to_provider_model_records_dict: dict,
-    ) -> None:
-        self.provider_name_to_provider_records_dict = (
-            provider_name_to_provider_records_dict
-        )
-        self.provider_name_to_provider_model_records_dict = (
-            provider_name_to_provider_model_records_dict
-        )
-
-    def get_configurations(self, provider: Union[str, set]) -> ProviderConfigurations:
-        """
-        Get model provider configurations.
-
-        Construct ProviderConfiguration objects for each provider
-        Including:
-        1. Basic information of the provider
-        2. Hosting configuration information, including:
-          (1. Whether to enable (support) hosting type, if enabled, the following information exists
-          (2. List of hosting type provider configurations
-              (including quota type, quota limit, current remaining quota, etc.)
-          (3. The current hosting type in use (whether there is a quota or not)
-              paid quotas > provider free quotas > hosting trial quotas
-          (4. Unified credentials for hosting providers
-        3. Custom configuration information, including:
-          (1. Whether to enable (support) custom type, if enabled, the following information exists
-          (2. Custom provider configuration (including credentials)
-          (3. List of custom provider model configurations (including credentials)
-        4. Hosting/custom preferred provider type.
-        Provide methods:
-        - Get the current configuration (including credentials)
-        - Get the availability and status of the hosting configuration: active available,
-          quota_exceeded insufficient quota, unsupported hosting
-        - Get the availability of custom configuration
-          Custom provider available conditions:
-          (1. custom provider credentials available
-          (2. at least one custom model credentials available
-        - Verify, update, and delete custom provider configuration
-        - Verify, update, and delete custom provider model configuration
-        - Get the list of available models (optional provider filtering, model type filtering)
-          Append custom provider models to the list
-        - Get provider instance
-        - Switch selection priority
-
-        :param: provider
-        :return:
-        """
-
-        # Get all provider entities
-        provider_entities = model_provider_factory.get_providers(provider_name=provider)
-
-        provider_configurations = ProviderConfigurations()
-
-        # Construct ProviderConfiguration objects for each provider
-        for provider_entity in provider_entities:
-            provider_name = provider_entity.provider
-
-            provider_credentials = self.provider_name_to_provider_records_dict.get(
-                provider_entity.provider
-            )
-            if not provider_credentials:
-                provider_credentials = {}
-
-            provider_model_records = (
-                self.provider_name_to_provider_model_records_dict.get(
-                    provider_entity.provider
-                )
-            )
-            if not provider_model_records:
-                provider_model_records = []
-
-            # Convert to custom configuration
-            custom_configuration = self._to_custom_configuration(
-                provider_entity, provider_credentials, provider_model_records
-            )
-
-            provider_configuration = ProviderConfiguration(
-                provider=provider_entity, custom_configuration=custom_configuration
-            )
-
-            provider_configurations[provider_name] = provider_configuration
-
-        # Return the encapsulated object
-        return provider_configurations
-
-    def get_provider_model_bundle(
-        self, provider: str, model_type: ModelType
-    ) -> ProviderModelBundle:
-        """
-        Get provider model bundle.
-        :param provider: provider name
-        :param model_type: model type
-        :return:
-        """
-        provider_configurations = self.get_configurations(provider=provider)
-
-        # get provider instance
-        provider_configuration = provider_configurations.get(provider)
-        if not provider_configuration:
-            raise ValueError(f"Provider {provider} does not exist.")
-
-        provider_instance = provider_configuration.get_provider_instance()
-        model_type_instance = provider_instance.get_model_instance(model_type)
-
-        return ProviderModelBundle(
-            configuration=provider_configuration,
-            provider_instance=provider_instance,
-            model_type_instance=model_type_instance,
-        )
-
-    def get_default_model(self, model_type: ModelType) -> Optional[DefaultModelEntity]:
-        """
-        Get default model.
-
-        :param model_type: model type
-        :return:
-        """
-
-        default_model = {}
-        # Get provider configurations
-        provider_configurations = self.get_configurations(provider="openai")
-
-        # get available models from provider_configurations
-        available_models = provider_configurations.get_models(
-            model_type=model_type, only_active=True
-        )
-
-        if available_models:
-            found = False
-            for available_model in available_models:
-                if available_model.model == "gpt-3.5-turbo-1106":
-                    default_model = {
-                        "provider_name": available_model.provider.provider,
-                        "model_name": available_model.model,
-                    }
-                    found = True
-                    break
-
-            if not found:
-                available_model = available_models[0]
-                default_model = {
-                    "provider_name": available_model.provider.provider,
-                    "model_name": available_model.model,
-                }
-
-        provider_instance = model_provider_factory.get_provider_instance(
-            default_model.get("provider_name")
-        )
-        provider_schema = provider_instance.get_provider_schema()
-
-        return DefaultModelEntity(
-            model=default_model.get("model_name"),
-            model_type=model_type,
-            provider=DefaultModelProviderEntity(
-                provider=provider_schema.provider,
-                label=provider_schema.label,
-                icon_small=provider_schema.icon_small,
-                icon_large=provider_schema.icon_large,
-                supported_model_types=provider_schema.supported_model_types,
-            ),
-        )
-
-    def _to_custom_configuration(
-        self,
-        provider_entity: ProviderEntity,
-        provider_credentials: dict,
-        provider_model_records: List[dict],
-    ) -> CustomConfiguration:
-        """
-        Convert to custom configuration.
-
-        :param provider_entity: provider entity
-        :param provider_credentials: provider records_credentials
-        :param provider_model_records: provider model records_credentials
-        :return:
-        """
-        # Get provider credential secret variables
-        provider_credential_secret_variables = self._extract_variables(
-            provider_entity.provider_credential_schema.credential_form_schemas
-            if provider_entity.provider_credential_schema
-            else []
-        )
-
-        for variable in provider_credential_secret_variables:
-            if variable in provider_credentials:
-                try:
-                    provider_credentials[variable] = provider_credentials.get(variable)
-                except ValueError:
-                    pass
-        custom_provider_configuration = CustomProviderConfiguration(
-            credentials=provider_credentials
-        )
-
-        # Get provider model credential secret variables
-        model_credential_variables = self._extract_variables(
-            provider_entity.model_credential_schema.credential_form_schemas
-            if provider_entity.model_credential_schema
-            else []
-        )
-
-        # Get custom provider model credentials
-        custom_model_configurations = []
-        for provider_model_record in provider_model_records:
-            if not provider_model_record.get("model_credentials"):
-                continue
-
-            provider_model_credentials = {}
-            for variable in model_credential_variables:
-                if variable in provider_model_record.get("model_credentials"):
-                    try:
-                        provider_model_credentials[
-                            variable
-                        ] = provider_model_record.get("model_credentials").get(variable)
-                    except ValueError:
-                        pass
-
-            custom_model_configurations.append(
-                CustomModelConfiguration(
-                    model=provider_model_record.get("model"),
-                    model_type=ModelType.value_of(
-                        provider_model_record.get("model_type")
-                    ),
-                    credentials=provider_model_credentials,
-                )
-            )
-
-        return CustomConfiguration(
-            provider=custom_provider_configuration, models=custom_model_configurations
-        )
-
-    def _extract_variables(
-        self, credential_form_schemas: List[CredentialFormSchema]
-    ) -> List[str]:
-        """
-        Extract input form variables.
-
-        :param credential_form_schemas:
-        :return:
-        """
-        input_form_variables = []
-        for credential_form_schema in credential_form_schemas:
-            input_form_variables.append(credential_form_schema.variable)
-
-        return input_form_variables
+import json
+from collections import defaultdict
+from json import JSONDecodeError
+from typing import List, Optional, Union
+
+from model_providers.core.entities.model_entities import (
+    DefaultModelEntity,
+    DefaultModelProviderEntity,
+)
+from model_providers.core.entities.provider_configuration import (
+    ProviderConfiguration,
+    ProviderConfigurations,
+    ProviderModelBundle,
+)
+from model_providers.core.entities.provider_entities import (
+    CustomConfiguration,
+    CustomModelConfiguration,
+    CustomProviderConfiguration,
+)
+from model_providers.core.model_runtime.entities.model_entities import ModelType
+from model_providers.core.model_runtime.entities.provider_entities import (
+    CredentialFormSchema,
+    FormType,
+    ProviderEntity,
+)
+from model_providers.core.model_runtime.model_providers import model_provider_factory
+
+
+class ProviderManager:
+    """
+    ProviderManager is a class that manages the model providers includes Hosting and Customize Model Providers.
+    """
+
+    def __init__(
+        self,
+        provider_name_to_provider_records_dict: dict,
+        provider_name_to_provider_model_records_dict: dict,
+    ) -> None:
+        self.provider_name_to_provider_records_dict = (
+            provider_name_to_provider_records_dict
+        )
+        self.provider_name_to_provider_model_records_dict = (
+            provider_name_to_provider_model_records_dict
+        )
+
+    def get_configurations(self, provider: Union[str, set]) -> ProviderConfigurations:
+        """
+        Get model provider configurations.
+
+        Construct ProviderConfiguration objects for each provider
+        Including:
+        1. Basic information of the provider
+        2. Hosting configuration information, including:
+          (1. Whether to enable (support) hosting type, if enabled, the following information exists
+          (2. List of hosting type provider configurations
+              (including quota type, quota limit, current remaining quota, etc.)
+          (3. The current hosting type in use (whether there is a quota or not)
+              paid quotas > provider free quotas > hosting trial quotas
+          (4. Unified credentials for hosting providers
+        3. Custom configuration information, including:
+          (1. Whether to enable (support) custom type, if enabled, the following information exists
+          (2. Custom provider configuration (including credentials)
+          (3. List of custom provider model configurations (including credentials)
+        4. Hosting/custom preferred provider type.
+        Provide methods:
+        - Get the current configuration (including credentials)
+        - Get the availability and status of the hosting configuration: active available,
+          quota_exceeded insufficient quota, unsupported hosting
+        - Get the availability of custom configuration
+          Custom provider available conditions:
+          (1. custom provider credentials available
+          (2. at least one custom model credentials available
+        - Verify, update, and delete custom provider configuration
+        - Verify, update, and delete custom provider model configuration
+        - Get the list of available models (optional provider filtering, model type filtering)
+          Append custom provider models to the list
+        - Get provider instance
+        - Switch selection priority
+
+        :param: provider
+        :return:
+        """
+
+        # Get all provider entities
+        provider_entities = model_provider_factory.get_providers(provider_name=provider)
+
+        provider_configurations = ProviderConfigurations()
+
+        # Construct ProviderConfiguration objects for each provider
+        for provider_entity in provider_entities:
+            provider_name = provider_entity.provider
+
+            provider_credentials = self.provider_name_to_provider_records_dict.get(
+                provider_entity.provider
+            )
+            if not provider_credentials:
+                provider_credentials = {}
+
+            provider_model_records = (
+                self.provider_name_to_provider_model_records_dict.get(
+                    provider_entity.provider
+                )
+            )
+            if not provider_model_records:
+                provider_model_records = []
+
+            # Convert to custom configuration
+            custom_configuration = self._to_custom_configuration(
+                provider_entity, provider_credentials, provider_model_records
+            )
+
+            provider_configuration = ProviderConfiguration(
+                provider=provider_entity, custom_configuration=custom_configuration
+            )
+
+            provider_configurations[provider_name] = provider_configuration
+
+        # Return the encapsulated object
+        return provider_configurations
+
+    def get_provider_model_bundle(
+        self, provider: str, model_type: ModelType
+    ) -> ProviderModelBundle:
+        """
+        Get provider model bundle.
+        :param provider: provider name
+        :param model_type: model type
+        :return:
+        """
+        provider_configurations = self.get_configurations(provider=provider)
+
+        # get provider instance
+        provider_configuration = provider_configurations.get(provider)
+        if not provider_configuration:
+            raise ValueError(f"Provider {provider} does not exist.")
+
+        provider_instance = provider_configuration.get_provider_instance()
+        model_type_instance = provider_instance.get_model_instance(model_type)
+
+        return ProviderModelBundle(
+            configuration=provider_configuration,
+            provider_instance=provider_instance,
+            model_type_instance=model_type_instance,
+        )
+
+    def get_default_model(self, model_type: ModelType) -> Optional[DefaultModelEntity]:
+        """
+        Get default model.
+
+        :param model_type: model type
+        :return:
+        """
+
+        default_model = {}
+        # Get provider configurations
+        provider_configurations = self.get_configurations(provider="openai")
+
+        # get available models from provider_configurations
+        available_models = provider_configurations.get_models(
+            model_type=model_type, only_active=True
+        )
+
+        if available_models:
+            found = False
+            for available_model in available_models:
+                if available_model.model == "gpt-3.5-turbo-1106":
+                    default_model = {
+                        "provider_name": available_model.provider.provider,
+                        "model_name": available_model.model,
+                    }
+                    found = True
+                    break
+
+            if not found:
+                available_model = available_models[0]
+                default_model = {
+                    "provider_name": available_model.provider.provider,
+                    "model_name": available_model.model,
+                }
+
+        provider_instance = model_provider_factory.get_provider_instance(
+            default_model.get("provider_name")
+        )
+        provider_schema = provider_instance.get_provider_schema()
+
+        return DefaultModelEntity(
+            model=default_model.get("model_name"),
+            model_type=model_type,
+            provider=DefaultModelProviderEntity(
+                provider=provider_schema.provider,
+                label=provider_schema.label,
+                icon_small=provider_schema.icon_small,
+                icon_large=provider_schema.icon_large,
+                supported_model_types=provider_schema.supported_model_types,
+            ),
+        )
+
+    def _to_custom_configuration(
+        self,
+        provider_entity: ProviderEntity,
+        provider_credentials: dict,
+        provider_model_records: List[dict],
+    ) -> CustomConfiguration:
+        """
+        Convert to custom configuration.
+
+        :param provider_entity: provider entity
+        :param provider_credentials: provider records_credentials
+        :param provider_model_records: provider model records_credentials
+        :return:
+        """
+        # Get provider credential secret variables
+        provider_credential_secret_variables = self._extract_variables(
+            provider_entity.provider_credential_schema.credential_form_schemas
+            if provider_entity.provider_credential_schema
+            else []
+        )
+
+        for variable in provider_credential_secret_variables:
+            if variable in provider_credentials:
+                try:
+                    provider_credentials[variable] = provider_credentials.get(variable)
+                except ValueError:
+                    pass
+        custom_provider_configuration = CustomProviderConfiguration(
+            credentials=provider_credentials
+        )
+
+        # Get provider model credential secret variables
+        model_credential_variables = self._extract_variables(
+            provider_entity.model_credential_schema.credential_form_schemas
+            if provider_entity.model_credential_schema
+            else []
+        )
+
+        # Get custom provider model credentials
+        custom_model_configurations = []
+        for provider_model_record in provider_model_records:
+            if not provider_model_record.get("model_credentials"):
+                continue
+
+            provider_model_credentials = {}
+            for variable in model_credential_variables:
+                if variable in provider_model_record.get("model_credentials"):
+                    try:
+                        provider_model_credentials[
+                            variable
+                        ] = provider_model_record.get("model_credentials").get(variable)
+                    except ValueError:
+                        pass
+
+            custom_model_configurations.append(
+                CustomModelConfiguration(
+                    model=provider_model_record.get("model"),
+                    model_type=ModelType.value_of(
+                        provider_model_record.get("model_type")
+                    ),
+                    credentials=provider_model_credentials,
+                )
+            )
+
+        return CustomConfiguration(
+            provider=custom_provider_configuration, models=custom_model_configurations
+        )
+
+    def _extract_variables(
+        self, credential_form_schemas: List[CredentialFormSchema]
+    ) -> List[str]:
+        """
+        Extract input form variables.
+
+        :param credential_form_schemas:
+        :return:
+        """
+        input_form_variables = []
+        for credential_form_schema in credential_form_schemas:
+            input_form_variables.append(credential_form_schema.variable)
+
+        return input_form_variables
diff --git a/model-providers/model_providers/core/utils/generic.py b/libs/model-providers/model_providers/core/utils/generic.py
similarity index 100%
rename from model-providers/model_providers/core/utils/generic.py
rename to libs/model-providers/model_providers/core/utils/generic.py
diff --git a/model-providers/model_providers/core/utils/json_dumps.py b/libs/model-providers/model_providers/core/utils/json_dumps.py
similarity index 100%
rename from model-providers/model_providers/core/utils/json_dumps.py
rename to libs/model-providers/model_providers/core/utils/json_dumps.py
diff --git a/model-providers/model_providers/core/utils/position_helper.py b/libs/model-providers/model_providers/core/utils/position_helper.py
similarity index 100%
rename from model-providers/model_providers/core/utils/position_helper.py
rename to libs/model-providers/model_providers/core/utils/position_helper.py
diff --git a/model-providers/model_providers/core/utils/utils.py b/libs/model-providers/model_providers/core/utils/utils.py
similarity index 100%
rename from model-providers/model_providers/core/utils/utils.py
rename to libs/model-providers/model_providers/core/utils/utils.py
diff --git a/model-providers/model_providers/errors/error.py b/libs/model-providers/model_providers/errors/error.py
similarity index 95%
rename from model-providers/model_providers/errors/error.py
rename to libs/model-providers/model_providers/errors/error.py
index 65085a6b..1dde8cdd 100644
--- a/model-providers/model_providers/errors/error.py
+++ b/libs/model-providers/model_providers/errors/error.py
@@ -1,43 +1,43 @@
-from typing import Optional
-
-
-class LLMError(Exception):
-    """Base class for all LLM exceptions."""
-
-    description: Optional[str] = None
-
-    def __init__(self, description: Optional[str] = None) -> None:
-        self.description = description
-
-
-class LLMBadRequestError(LLMError):
-    """Raised when the LLM returns bad request."""
-
-    description = "Bad Request"
-
-
-class ProviderTokenNotInitError(Exception):
-    """
-    Custom exception raised when the provider token is not initialized.
-    """
-
-    description = "Provider Token Not Init"
-
-    def __init__(self, *args, **kwargs):
-        self.description = args[0] if args else self.description
-
-
-class QuotaExceededError(Exception):
-    """
-    Custom exception raised when the quota for a provider has been exceeded.
-    """
-
-    description = "Quota Exceeded"
-
-
-class ModelCurrentlyNotSupportError(Exception):
-    """
-    Custom exception raised when the model not support
-    """
-
-    description = "Model Currently Not Support"
+from typing import Optional
+
+
+class LLMError(Exception):
+    """Base class for all LLM exceptions."""
+
+    description: Optional[str] = None
+
+    def __init__(self, description: Optional[str] = None) -> None:
+        self.description = description
+
+
+class LLMBadRequestError(LLMError):
+    """Raised when the LLM returns bad request."""
+
+    description = "Bad Request"
+
+
+class ProviderTokenNotInitError(Exception):
+    """
+    Custom exception raised when the provider token is not initialized.
+    """
+
+    description = "Provider Token Not Init"
+
+    def __init__(self, *args, **kwargs):
+        self.description = args[0] if args else self.description
+
+
+class QuotaExceededError(Exception):
+    """
+    Custom exception raised when the quota for a provider has been exceeded.
+    """
+
+    description = "Quota Exceeded"
+
+
+class ModelCurrentlyNotSupportError(Exception):
+    """
+    Custom exception raised when the model not support
+    """
+
+    description = "Model Currently Not Support"
diff --git a/model-providers/model_providers/extensions/ext_redis.py b/libs/model-providers/model_providers/extensions/ext_redis.py
similarity index 100%
rename from model-providers/model_providers/extensions/ext_redis.py
rename to libs/model-providers/model_providers/extensions/ext_redis.py
diff --git a/model-providers/model_providers/extensions/ext_storage.py b/libs/model-providers/model_providers/extensions/ext_storage.py
similarity index 100%
rename from model-providers/model_providers/extensions/ext_storage.py
rename to libs/model-providers/model_providers/extensions/ext_storage.py
diff --git a/model-providers/poetry.toml b/libs/model-providers/poetry.toml
similarity index 100%
rename from model-providers/poetry.toml
rename to libs/model-providers/poetry.toml
diff --git a/model-providers/pyproject.toml b/libs/model-providers/pyproject.toml
similarity index 95%
rename from model-providers/pyproject.toml
rename to libs/model-providers/pyproject.toml
index d838bf3d..283801c7 100644
--- a/model-providers/pyproject.toml
+++ b/libs/model-providers/pyproject.toml
@@ -36,10 +36,12 @@ responses = "^0.22.0"
 pytest-asyncio = "^0.23.2"
 lark = "^1.1.5"
 pandas = "^2.0.0"
-pytest-mock  = "^3.10.0"
+pytest-mock = "^3.10.0"
 pytest-socket = "^0.6.0"
 syrupy = "^4.0.2"
 requests-mock = "^1.11.0"
+langchain = { version = "0.1.5", python = ">=3.8.1,<3.12,!=3.9.7" }
+langchain-openai = { version = "0.0.5", python = ">=3.8.1,<3.12,!=3.9.7" }
 
 [tool.poetry.group.lint]
 optional = true
@@ -152,9 +154,9 @@ exclude = [
 
 [tool.ruff.lint]
 select = [
-    "E",  # pycodestyle
-    "F",  # pyflakes
-    "I",  # isort
+    "E", # pycodestyle
+    "F", # pyflakes
+    "I", # isort
     "T201", # print
 ]
 
diff --git a/model-providers/scripts/check_imports.py b/libs/model-providers/scripts/check_imports.py
similarity index 100%
rename from model-providers/scripts/check_imports.py
rename to libs/model-providers/scripts/check_imports.py
diff --git a/model-providers/scripts/check_pydantic.sh b/libs/model-providers/scripts/check_pydantic.sh
similarity index 100%
rename from model-providers/scripts/check_pydantic.sh
rename to libs/model-providers/scripts/check_pydantic.sh
diff --git a/model-providers/scripts/lint_imports.sh b/libs/model-providers/scripts/lint_imports.sh
similarity index 100%
rename from model-providers/scripts/lint_imports.sh
rename to libs/model-providers/scripts/lint_imports.sh
diff --git a/model-providers/tests/conftest.py b/libs/model-providers/tests/conftest.py
similarity index 100%
rename from model-providers/tests/conftest.py
rename to libs/model-providers/tests/conftest.py
diff --git a/model-providers/tests/integration_tests/deepseek_providers_test/model_providers.yaml b/libs/model-providers/tests/integration_tests/deepseek_providers_test/model_providers.yaml
similarity index 100%
rename from model-providers/tests/integration_tests/deepseek_providers_test/model_providers.yaml
rename to libs/model-providers/tests/integration_tests/deepseek_providers_test/model_providers.yaml
diff --git a/model-providers/tests/integration_tests/deepseek_providers_test/test_deepseek_service.py b/libs/model-providers/tests/integration_tests/deepseek_providers_test/test_deepseek_service.py
similarity index 100%
rename from model-providers/tests/integration_tests/deepseek_providers_test/test_deepseek_service.py
rename to libs/model-providers/tests/integration_tests/deepseek_providers_test/test_deepseek_service.py
diff --git a/model-providers/tests/integration_tests/ollama_providers_test/model_providers.yaml b/libs/model-providers/tests/integration_tests/ollama_providers_test/model_providers.yaml
similarity index 100%
rename from model-providers/tests/integration_tests/ollama_providers_test/model_providers.yaml
rename to libs/model-providers/tests/integration_tests/ollama_providers_test/model_providers.yaml
diff --git a/model-providers/tests/integration_tests/ollama_providers_test/test_ollama_service.py b/libs/model-providers/tests/integration_tests/ollama_providers_test/test_ollama_service.py
similarity index 100%
rename from model-providers/tests/integration_tests/ollama_providers_test/test_ollama_service.py
rename to libs/model-providers/tests/integration_tests/ollama_providers_test/test_ollama_service.py
diff --git a/model-providers/tests/integration_tests/openai_providers_test/model_providers.yaml b/libs/model-providers/tests/integration_tests/openai_providers_test/model_providers.yaml
similarity index 100%
rename from model-providers/tests/integration_tests/openai_providers_test/model_providers.yaml
rename to libs/model-providers/tests/integration_tests/openai_providers_test/model_providers.yaml
diff --git a/model-providers/tests/integration_tests/openai_providers_test/test_openai_service.py b/libs/model-providers/tests/integration_tests/openai_providers_test/test_openai_service.py
similarity index 100%
rename from model-providers/tests/integration_tests/openai_providers_test/test_openai_service.py
rename to libs/model-providers/tests/integration_tests/openai_providers_test/test_openai_service.py
diff --git a/model-providers/tests/integration_tests/xinference_providers_test/model_providers.yaml b/libs/model-providers/tests/integration_tests/xinference_providers_test/model_providers.yaml
similarity index 100%
rename from model-providers/tests/integration_tests/xinference_providers_test/model_providers.yaml
rename to libs/model-providers/tests/integration_tests/xinference_providers_test/model_providers.yaml
diff --git a/model-providers/tests/integration_tests/xinference_providers_test/test_xinference_service.py b/libs/model-providers/tests/integration_tests/xinference_providers_test/test_xinference_service.py
similarity index 100%
rename from model-providers/tests/integration_tests/xinference_providers_test/test_xinference_service.py
rename to libs/model-providers/tests/integration_tests/xinference_providers_test/test_xinference_service.py
diff --git a/model-providers/tests/integration_tests/zhipuai_providers_test/model_providers.yaml b/libs/model-providers/tests/integration_tests/zhipuai_providers_test/model_providers.yaml
similarity index 100%
rename from model-providers/tests/integration_tests/zhipuai_providers_test/model_providers.yaml
rename to libs/model-providers/tests/integration_tests/zhipuai_providers_test/model_providers.yaml
diff --git a/model-providers/tests/integration_tests/zhipuai_providers_test/test_zhipuai_service.py b/libs/model-providers/tests/integration_tests/zhipuai_providers_test/test_zhipuai_service.py
similarity index 100%
rename from model-providers/tests/integration_tests/zhipuai_providers_test/test_zhipuai_service.py
rename to libs/model-providers/tests/integration_tests/zhipuai_providers_test/test_zhipuai_service.py
diff --git a/model-providers/tests/unit_tests/deepseek/model_providers.yaml b/libs/model-providers/tests/unit_tests/deepseek/model_providers.yaml
similarity index 100%
rename from model-providers/tests/unit_tests/deepseek/model_providers.yaml
rename to libs/model-providers/tests/unit_tests/deepseek/model_providers.yaml
diff --git a/model-providers/tests/unit_tests/deepseek/test_deepseek_provider_manager_models.py b/libs/model-providers/tests/unit_tests/deepseek/test_deepseek_provider_manager_models.py
similarity index 71%
rename from model-providers/tests/unit_tests/deepseek/test_deepseek_provider_manager_models.py
rename to libs/model-providers/tests/unit_tests/deepseek/test_deepseek_provider_manager_models.py
index 3d39aeb1..c3fc7a83 100644
--- a/model-providers/tests/unit_tests/deepseek/test_deepseek_provider_manager_models.py
+++ b/libs/model-providers/tests/unit_tests/deepseek/test_deepseek_provider_manager_models.py
@@ -32,22 +32,28 @@ def test_provider_manager_models(logging_conf: dict, providers_file: str) -> Non
         provider_name_to_provider_model_records_dict=provider_name_to_provider_model_records_dict,
     )
 
-    provider_model_bundle_llm = provider_manager.get_provider_model_bundle(
-        provider="deepseek", model_type=ModelType.LLM
-    )
-    llm_models: List[AIModelEntity] = []
-    for model in provider_model_bundle_llm.configuration.custom_configuration.models:
-        llm_models.append(
-            provider_model_bundle_llm.model_type_instance.get_model_schema(
-                model=model.model,
-                credentials=model.credentials,
+
+    ai_models: List[AIModelEntity] = []
+    for model_type in ModelType.__members__.values():
+        try:
+            provider_model_bundle_llm = provider_manager.get_provider_model_bundle(
+                provider="deepseek", model_type=model_type
             )
-        )
+            for model in provider_model_bundle_llm.configuration.custom_configuration.models:
+                if model.model_type == model_type:
+                    ai_models.append(
+                        provider_model_bundle_llm.model_type_instance.get_model_schema(
+                            model=model.model,
+                            credentials=model.credentials,
+                        )
+                    )
+        except Exception as e:
+            logger.warning("Error loading model: %s", e)
 
     # 获取预定义模型
-    llm_models.extend(provider_model_bundle_llm.model_type_instance.predefined_models())
+    ai_models.extend(provider_model_bundle_llm.model_type_instance.predefined_models())
 
-    logger.info(f"predefined_models: {llm_models}")
+    logger.info(f"ai_models: {ai_models}")
 
 
 
diff --git a/model-providers/tests/unit_tests/ollama/model_providers.yaml b/libs/model-providers/tests/unit_tests/ollama/model_providers.yaml
similarity index 100%
rename from model-providers/tests/unit_tests/ollama/model_providers.yaml
rename to libs/model-providers/tests/unit_tests/ollama/model_providers.yaml
diff --git a/model-providers/tests/unit_tests/openai/test_openai_provider_manager_models.py b/libs/model-providers/tests/unit_tests/ollama/test_ollama_provider_manager_models.py
similarity index 70%
rename from model-providers/tests/unit_tests/openai/test_openai_provider_manager_models.py
rename to libs/model-providers/tests/unit_tests/ollama/test_ollama_provider_manager_models.py
index 8e7b3c0f..60e9e04e 100644
--- a/model-providers/tests/unit_tests/openai/test_openai_provider_manager_models.py
+++ b/libs/model-providers/tests/unit_tests/ollama/test_ollama_provider_manager_models.py
@@ -28,22 +28,29 @@ def test_provider_manager_models(logging_conf: dict, providers_file: str) -> Non
         provider_name_to_provider_model_records_dict=provider_name_to_provider_model_records_dict,
     )
 
-    provider_model_bundle_llm = provider_manager.get_provider_model_bundle(
-        provider="openai", model_type=ModelType.LLM
-    )
-    llm_models: List[AIModelEntity] = []
-    for model in provider_model_bundle_llm.configuration.custom_configuration.models:
-        llm_models.append(
-            provider_model_bundle_llm.model_type_instance.get_model_schema(
-                model=model.model,
-                credentials=model.credentials,
+    ai_models: List[AIModelEntity] = []
+    for model_type in ModelType.__members__.values():
+        try:
+            provider_model_bundle_llm = provider_manager.get_provider_model_bundle(
+                provider="ollama", model_type=model_type
             )
-        )
+            for model in provider_model_bundle_llm.configuration.custom_configuration.models:
+                if model.model_type == model_type:
+                    ai_models.append(
+                        provider_model_bundle_llm.model_type_instance.get_model_schema(
+                            model=model.model,
+                            credentials=model.credentials,
+                        )
+                    )
+        except Exception as e:
+            logger.warning("Error loading model: %s", e)
 
     # 获取预定义模型
-    llm_models.extend(provider_model_bundle_llm.model_type_instance.predefined_models())
+    ai_models.extend(provider_model_bundle_llm.model_type_instance.predefined_models())
+
+    logger.info(f"ai_models: {ai_models}")
+
 
-    logger.info(f"predefined_models: {llm_models}")
 
 
 def test_provider_wrapper_models(logging_conf: dict, providers_file: str) -> None:
@@ -69,3 +76,4 @@ def test_provider_wrapper_models(logging_conf: dict, providers_file: str) -> Non
 
         print(f"{model_type.to_origin_model_type()}:{models_by_model_type}")
 
+
diff --git a/model-providers/tests/unit_tests/openai/model_providers.yaml b/libs/model-providers/tests/unit_tests/openai/model_providers.yaml
similarity index 100%
rename from model-providers/tests/unit_tests/openai/model_providers.yaml
rename to libs/model-providers/tests/unit_tests/openai/model_providers.yaml
diff --git a/model-providers/tests/unit_tests/ollama/test_ollama_provider_manager_models.py b/libs/model-providers/tests/unit_tests/openai/test_openai_provider_manager_models.py
similarity index 70%
rename from model-providers/tests/unit_tests/ollama/test_ollama_provider_manager_models.py
rename to libs/model-providers/tests/unit_tests/openai/test_openai_provider_manager_models.py
index d78dddd1..33557825 100644
--- a/model-providers/tests/unit_tests/ollama/test_ollama_provider_manager_models.py
+++ b/libs/model-providers/tests/unit_tests/openai/test_openai_provider_manager_models.py
@@ -28,23 +28,28 @@ def test_provider_manager_models(logging_conf: dict, providers_file: str) -> Non
         provider_name_to_provider_model_records_dict=provider_name_to_provider_model_records_dict,
     )
 
-    provider_model_bundle_llm = provider_manager.get_provider_model_bundle(
-        provider="ollama", model_type=ModelType.LLM
-    )
-    llm_models: List[AIModelEntity] = []
-    for model in provider_model_bundle_llm.configuration.custom_configuration.models:
-        llm_models.append(
-            provider_model_bundle_llm.model_type_instance.get_model_schema(
-                model=model.model,
-                credentials=model.credentials,
+
+    ai_models: List[AIModelEntity] = []
+    for model_type in ModelType.__members__.values():
+        try:
+            provider_model_bundle_llm = provider_manager.get_provider_model_bundle(
+                provider="openai", model_type=model_type
             )
-        )
+            for model in provider_model_bundle_llm.configuration.custom_configuration.models:
+                if model.model_type == model_type:
+                    ai_models.append(
+                        provider_model_bundle_llm.model_type_instance.get_model_schema(
+                            model=model.model,
+                            credentials=model.credentials,
+                        )
+                    )
+        except Exception as e:
+            logger.warning("Error loading model: %s", e)
 
     # 获取预定义模型
-    llm_models.extend(provider_model_bundle_llm.model_type_instance.predefined_models())
-
-    logger.info(f"predefined_models: {llm_models}")
+    ai_models.extend(provider_model_bundle_llm.model_type_instance.predefined_models())
 
+    logger.info(f"ai_models: {ai_models}")
 
 
 def test_provider_wrapper_models(logging_conf: dict, providers_file: str) -> None:
@@ -70,4 +75,3 @@ def test_provider_wrapper_models(logging_conf: dict, providers_file: str) -> Non
 
         print(f"{model_type.to_origin_model_type()}:{models_by_model_type}")
 
-
diff --git a/model-providers/tests/unit_tests/xinference/model_providers.yaml b/libs/model-providers/tests/unit_tests/xinference/model_providers.yaml
similarity index 83%
rename from model-providers/tests/unit_tests/xinference/model_providers.yaml
rename to libs/model-providers/tests/unit_tests/xinference/model_providers.yaml
index 03eb750a..a7ee556d 100644
--- a/model-providers/tests/unit_tests/xinference/model_providers.yaml
+++ b/libs/model-providers/tests/unit_tests/xinference/model_providers.yaml
@@ -2,11 +2,13 @@ xinference:
   model_credential:
     - model: 'chatglm3-6b'
       model_type: 'llm'
+      completion_type: 'chat'
       model_credentials:
         server_url: 'http://127.0.0.1:9997/'
         model_uid: 'chatglm3-6b'
     - model: 'bge-m3'
       model_type: 'embeddings'
+      completion_type: 'embeddings'
       model_credentials:
         server_url: 'http://127.0.0.1:9997/'
         model_uid: 'bge-m3'
\ No newline at end of file
diff --git a/model-providers/tests/unit_tests/xinference/test_xinference_provider_manager_models.py b/libs/model-providers/tests/unit_tests/xinference/test_xinference_provider_manager_models.py
similarity index 70%
rename from model-providers/tests/unit_tests/xinference/test_xinference_provider_manager_models.py
rename to libs/model-providers/tests/unit_tests/xinference/test_xinference_provider_manager_models.py
index 173ecf51..66168268 100644
--- a/model-providers/tests/unit_tests/xinference/test_xinference_provider_manager_models.py
+++ b/libs/model-providers/tests/unit_tests/xinference/test_xinference_provider_manager_models.py
@@ -28,22 +28,28 @@ def test_provider_manager_models(logging_conf: dict, providers_file: str) -> Non
         provider_name_to_provider_model_records_dict=provider_name_to_provider_model_records_dict,
     )
 
-    provider_model_bundle_llm = provider_manager.get_provider_model_bundle(
-        provider="xinference", model_type=ModelType.LLM
-    )
-    llm_models: List[AIModelEntity] = []
-    for model in provider_model_bundle_llm.configuration.custom_configuration.models:
-        llm_models.append(
-            provider_model_bundle_llm.model_type_instance.get_model_schema(
-                model=model.model,
-                credentials=model.credentials,
+    ai_models: List[AIModelEntity] = []
+    for model_type in ModelType.__members__.values():
+        try:
+            provider_model_bundle_llm = provider_manager.get_provider_model_bundle(
+                provider="xinference", model_type=model_type
             )
-        )
+            for model in provider_model_bundle_llm.configuration.custom_configuration.models:
+                if model.model_type == model_type:
+                    ai_models.append(
+                        provider_model_bundle_llm.model_type_instance.get_model_schema(
+                            model=model.model,
+                            credentials=model.credentials,
+                        )
+                    )
+        except Exception as e:
+            logger.warning("Error loading model: %s", e)
 
     # 获取预定义模型
-    llm_models.extend(provider_model_bundle_llm.model_type_instance.predefined_models())
+    ai_models.extend(provider_model_bundle_llm.model_type_instance.predefined_models())
+
+    logger.info(f"ai_models: {ai_models}")
 
-    logger.info(f"predefined_models: {llm_models}")
 
 
 def test_provider_wrapper_models(logging_conf: dict, providers_file: str) -> None:
diff --git a/model-providers/tests/unit_tests/zhipuai/model_providers.yaml b/libs/model-providers/tests/unit_tests/zhipuai/model_providers.yaml
similarity index 100%
rename from model-providers/tests/unit_tests/zhipuai/model_providers.yaml
rename to libs/model-providers/tests/unit_tests/zhipuai/model_providers.yaml
diff --git a/model-providers/tests/unit_tests/zhipuai/test_zhipuai_provider_manager_models.py b/libs/model-providers/tests/unit_tests/zhipuai/test_zhipuai_provider_manager_models.py
similarity index 70%
rename from model-providers/tests/unit_tests/zhipuai/test_zhipuai_provider_manager_models.py
rename to libs/model-providers/tests/unit_tests/zhipuai/test_zhipuai_provider_manager_models.py
index b2311ccf..916030ee 100644
--- a/model-providers/tests/unit_tests/zhipuai/test_zhipuai_provider_manager_models.py
+++ b/libs/model-providers/tests/unit_tests/zhipuai/test_zhipuai_provider_manager_models.py
@@ -28,22 +28,28 @@ def test_provider_manager_models(logging_conf: dict, providers_file: str) -> Non
         provider_name_to_provider_model_records_dict=provider_name_to_provider_model_records_dict,
     )
 
-    provider_model_bundle_llm = provider_manager.get_provider_model_bundle(
-        provider="zhipuai", model_type=ModelType.LLM
-    )
-    llm_models: List[AIModelEntity] = []
-    for model in provider_model_bundle_llm.configuration.custom_configuration.models:
-        llm_models.append(
-            provider_model_bundle_llm.model_type_instance.get_model_schema(
-                model=model.model,
-                credentials=model.credentials,
+
+    ai_models: List[AIModelEntity] = []
+    for model_type in ModelType.__members__.values():
+        try:
+            provider_model_bundle_llm = provider_manager.get_provider_model_bundle(
+                provider="zhipuai", model_type=model_type
             )
-        )
+            for model in provider_model_bundle_llm.configuration.custom_configuration.models:
+                if model.model_type == model_type:
+                    ai_models.append(
+                        provider_model_bundle_llm.model_type_instance.get_model_schema(
+                            model=model.model,
+                            credentials=model.credentials,
+                        )
+                    )
+        except Exception as e:
+            logger.warning("Error loading model: %s", e)
 
     # 获取预定义模型
-    llm_models.extend(provider_model_bundle_llm.model_type_instance.predefined_models())
+    ai_models.extend(provider_model_bundle_llm.model_type_instance.predefined_models())
 
-    logger.info(f"predefined_models: {llm_models}")
+    logger.info(f"ai_models: {ai_models}")
 
 
 def test_provider_wrapper_models(logging_conf: dict, providers_file: str) -> None:
diff --git a/pyproject.toml b/pyproject.toml
index 72dc275f..91d39618 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -14,14 +14,14 @@ python = ">=3.8.1,<3.12,!=3.9.7"
 
 [tool.poetry.group.lint.dependencies]
 ruff = "^0.1.5"
-model-providers = { path = "model-providers", develop = true }
-langchain-chatchat = { path = "chatchat-server", develop = true }
+model-providers = { path = "libs/model-providers", develop = true }
+langchain-chatchat = { path = "libs/chatchat-server", develop = true }
 
 
 
 [tool.poetry.group.dev.dependencies]
-model-providers = { path = "model-providers", develop = true }
-langchain-chatchat = { path = "chatchat-server", develop = true }
+model-providers = { path = "libs/model-providers", develop = true }
+langchain-chatchat = { path = "libs/chatchat-server", develop = true }
 ipykernel = "^6.29.2"
 
 [tool.poetry.group.test.dependencies]
diff --git a/shutdown_all.sh b/shutdown_all.sh
deleted file mode 100644
index 8c648063..00000000
--- a/shutdown_all.sh
+++ /dev/null
@@ -1,2 +0,0 @@
-# mac设备上的grep命令可能不支持grep -P选项，请使用Homebrew安装;或使用ggrep命令
-ps -eo pid,user,cmd|grep -P 'server/api.py|webui.py|fastchat.serve|multiprocessing'|grep -v grep|awk '{print $1}'|xargs kill -9
\ No newline at end of file
diff --git a/chatchat-server/chatchat/model_loaders/xinference_manager.py b/tools/model_loaders/xinference_manager.py
similarity index 100%
rename from chatchat-server/chatchat/model_loaders/xinference_manager.py
rename to tools/model_loaders/xinference_manager.py
diff --git a/update_requirements.sh b/update_requirements.sh
deleted file mode 100644
index fcb2bfd4..00000000
--- a/update_requirements.sh
+++ /dev/null
@@ -1,7 +0,0 @@
-#!/bin/bash
-
-python -m pip install --upgrade pip -i https://pypi.tuna.tsinghua.edu.cn/simple
-
-while read requirement; do
-    python -m pip install --upgrade "$requirement" -i https://pypi.tuna.tsinghua.edu.cn/simple
-done < requirements.txt