diff --git a/apps/common/config.py b/apps/common/config.py
index 1ba28c599db2f04f7c945fc52eeb7ad8271e3ae1..2cf0ecf2e1e51603396c8f2bf06ee3b9c13ddda4 100644
--- a/apps/common/config.py
+++ b/apps/common/config.py
@@ -2,30 +2,31 @@
 """配置文件处理模块"""
 
 import os
-from copy import deepcopy
 from pathlib import Path
+from typing import Self
 
 import toml
+from pydantic import ConfigDict
 
-from apps.common.singleton import SingletonMeta
 from apps.schemas.config import ConfigModel
 
 
-class Config(metaclass=SingletonMeta):
+class Config(ConfigModel):
     """配置文件读取和使用Class"""
 
-    _config: ConfigModel
+    model_config = ConfigDict(frozen=True)
 
-    def __init__(self) -> None:
+    @classmethod
+    def init_config(cls) -> Self:
         """读取配置文件；当PROD环境变量设置时，配置文件将在读取后删除"""
         config_file = os.getenv("CONFIG")
         if config_file is None:
             config_file = Path(__file__).parents[2] / "config" / "config.toml"
-        self._config = ConfigModel.model_validate(toml.load(config_file))
+        config = cls.model_validate(toml.load(config_file))
 
         if os.getenv("PROD"):
             Path(config_file).unlink()
 
-    def get_config(self) -> ConfigModel:
-        """获取配置文件内容"""
-        return deepcopy(self._config)
+        return config
+
+config = Config.init_config()
diff --git a/apps/common/cryptohub.py b/apps/common/cryptohub.py
index e98ea2b81f58ea5019d6f42f18d90fb6ea8f41fc..ce81a4e833705621e5a1f75303e0d83f21ab6594 100644
--- a/apps/common/cryptohub.py
+++ b/apps/common/cryptohub.py
@@ -3,7 +3,7 @@
 
 import hashlib
 
-from apps.common.security import Security
+from .security import Security
 
 
 class CryptoHub:
diff --git a/apps/common/lance.py b/apps/common/lance.py
index 2ead17625661ac27a9a49a749c37b9eb8cab9a79..e54871fd5a1d59b1ef5d329d8ce7fed4073a65e3 100644
--- a/apps/common/lance.py
+++ b/apps/common/lance.py
@@ -4,8 +4,6 @@
 import lancedb
 from lancedb.index import HnswSq
 
-from apps.common.config import Config
-from apps.common.singleton import SingletonMeta
 from apps.models.vector import (
     CallPoolVector,
     FlowPoolVector,
@@ -14,6 +12,9 @@ from apps.models.vector import (
 )
 from apps.schemas.mcp import MCPToolVector, MCPVector
 
+from .config import config
+from .singleton import SingletonMeta
+
 
 class LanceDB(metaclass=SingletonMeta):
     """LanceDB向量化存储"""
@@ -27,7 +28,7 @@ class LanceDB(metaclass=SingletonMeta):
         :return: 无
         """
         self._engine = await lancedb.connect_async(
-            Config().get_config().deploy.data_dir.rstrip("/") + "/vectors",
+            config.deploy.data_dir.rstrip("/") + "/vectors",
         )
 
         # 创建表
@@ -72,7 +73,7 @@ class LanceDB(metaclass=SingletonMeta):
         :rtype: lancedb.AsyncTable
         """
         self._engine = await lancedb.connect_async(
-            Config().get_config().deploy.data_dir.rstrip("/") + "/vectors",
+            config.deploy.data_dir.rstrip("/") + "/vectors",
         )
         return await self._engine.open_table(table_name)
 
diff --git a/apps/common/minio.py b/apps/common/minio.py
index b5187dbb5b63674879c53def5a125cdd60348544..48c6f50c4b77c130461d247fbf11f5e117389bc7 100644
--- a/apps/common/minio.py
+++ b/apps/common/minio.py
@@ -5,17 +5,17 @@ from typing import Any
 
 import minio
 
-from apps.common.config import Config
+from .config import config
 
 
 class MinioClient:
     """MinIO客户端"""
 
     client = minio.Minio(
-        endpoint=Config().get_config().minio.endpoint,
-        access_key=Config().get_config().minio.access_key,
-        secret_key=Config().get_config().minio.secret_key,
-        secure=Config().get_config().minio.secure,
+        endpoint=config.minio.endpoint,
+        access_key=config.minio.access_key,
+        secret_key=config.minio.secret_key,
+        secure=config.minio.secure,
     )
 
     @classmethod
diff --git a/apps/common/mongo.py b/apps/common/mongo.py
index 2f05d4e76c62e86180692e81cd522dcd0ec35b34..96c2a3fafe7cb2d6025e15963b6fc9772a9f7ee0 100644
--- a/apps/common/mongo.py
+++ b/apps/common/mongo.py
@@ -9,7 +9,7 @@ if TYPE_CHECKING:
     from pymongo.asynchronous.client_session import AsyncClientSession
     from pymongo.asynchronous.collection import AsyncCollection
 
-from apps.common.config import Config
+from .config import config
 
 logger = logging.getLogger(__name__)
 
@@ -22,7 +22,7 @@ class MongoDB:
         from pymongo import AsyncMongoClient
 
         self._client = AsyncMongoClient(
-            f"mongodb://{urllib.parse.quote_plus(Config().get_config().mongodb.user)}:{urllib.parse.quote_plus(Config().get_config().mongodb.password)}@{Config().get_config().mongodb.host}:{Config().get_config().mongodb.port}/?directConnection=true&replicaSet=rs0",
+            f"mongodb://{urllib.parse.quote_plus(config.mongodb.user)}:{urllib.parse.quote_plus(config.mongodb.password)}@{config.mongodb.host}:{config.mongodb.port}/?directConnection=true&replicaSet=rs0",
         )
 
 
@@ -34,7 +34,7 @@ class MongoDB:
         :return: 集合对象
         :rtype: AsyncCollection
         """
-        return self._client[Config().get_config().mongodb.database][collection_name]
+        return self._client[config.mongodb.database][collection_name]
 
 
     async def clear_collection(self, collection_name: str) -> None:
@@ -44,7 +44,7 @@ class MongoDB:
         :param str collection_name: 集合名称
         :return: 无
         """
-        await self._client[Config().get_config().mongodb.database][collection_name].delete_many({})
+        await self._client[config.mongodb.database][collection_name].delete_many({})
 
 
     def get_session(self) -> "AsyncClientSession":
diff --git a/apps/common/oidc.py b/apps/common/oidc.py
index f1d01e8ffe31487d46fad322f915e1cb29e82ea3..7fbd3c54a4feb289fec2f3644092842d131f7055 100644
--- a/apps/common/oidc.py
+++ b/apps/common/oidc.py
@@ -5,12 +5,13 @@ import logging
 from datetime import UTC, datetime, timedelta
 from typing import Any
 
-from apps.common.config import Config
-from apps.common.mongo import MongoDB
-from apps.common.oidc_provider.authhub import AuthhubOIDCProvider
-from apps.common.oidc_provider.openeuler import OpenEulerOIDCProvider
 from apps.constants import OIDC_ACCESS_TOKEN_EXPIRE_TIME, OIDC_REFRESH_TOKEN_EXPIRE_TIME
 
+from .config import config
+from .mongo import MongoDB
+from .oidc_provider.authhub import AuthhubOIDCProvider
+from .oidc_provider.openeuler import OpenEulerOIDCProvider
+
 logger = logging.getLogger(__name__)
 
 
@@ -19,12 +20,12 @@ class OIDCProvider:
 
     def __init__(self) -> None:
         """初始化OIDC Provider"""
-        if Config().get_config().login.provider == "openeuler":
+        if config.login.provider == "openeuler":
             self.provider = OpenEulerOIDCProvider()
-        elif Config().get_config().login.provider == "authhub":
+        elif config.login.provider == "authhub":
             self.provider = AuthhubOIDCProvider()
         else:
-            err = f"[OIDC] 未知OIDC提供商: {Config().get_config().login.provider}"
+            err = f"[OIDC] 未知OIDC提供商: {config.login.provider}"
             logger.error(err)
             raise NotImplementedError(err)
 
diff --git a/apps/common/oidc_provider/authhub.py b/apps/common/oidc_provider/authhub.py
index f0f462ecb8997b0505a22bd8f6a0c6ec9a2e3895..43f75530c5680addf5cd9b71d41eb6108b9449b7 100644
--- a/apps/common/oidc_provider/authhub.py
+++ b/apps/common/oidc_provider/authhub.py
@@ -7,10 +7,11 @@ from typing import Any
 import httpx
 from fastapi import status
 
-from apps.common.config import Config
-from apps.common.oidc_provider.base import OIDCProviderBase
+from apps.common.config import config
 from apps.schemas.config import OIDCConfig
 
+from .base import OIDCProviderBase
+
 logger = logging.getLogger(__name__)
 
 
@@ -20,7 +21,7 @@ class AuthhubOIDCProvider(OIDCProviderBase):
     @classmethod
     def _get_login_config(cls) -> OIDCConfig:
         """获取并验证登录配置"""
-        login_config = Config().get_config().login.settings
+        login_config = config.login.settings
         if not isinstance(login_config, OIDCConfig):
             err = "Authhub OIDC配置错误"
             raise TypeError(err)
diff --git a/apps/common/oidc_provider/openeuler.py b/apps/common/oidc_provider/openeuler.py
index 5fec2f51a1efe1c0a7eeffe4b921cf981d14a896..e86a6ad3d3dd6feba74b750b4ef1dcdc30875c44 100644
--- a/apps/common/oidc_provider/openeuler.py
+++ b/apps/common/oidc_provider/openeuler.py
@@ -7,10 +7,11 @@ from typing import Any
 import httpx
 from fastapi import status
 
-from apps.common.config import Config
-from apps.common.oidc_provider.base import OIDCProviderBase
+from apps.common.config import config
 from apps.schemas.config import OIDCConfig
 
+from .base import OIDCProviderBase
+
 logger = logging.getLogger(__name__)
 
 
@@ -20,7 +21,7 @@ class OpenEulerOIDCProvider(OIDCProviderBase):
     @classmethod
     def _get_login_config(cls) -> OIDCConfig:
         """获取并验证登录配置"""
-        login_config = Config().get_config().login.settings
+        login_config = config.login.settings
         if not isinstance(login_config, OIDCConfig):
             err = "OpenEuler OIDC配置错误"
             raise TypeError(err)
diff --git a/apps/common/postgres.py b/apps/common/postgres.py
index 7669220694dcf78e4a736ead5dfdabfd58b9a23a..90b1837a9e00e9f612a0d950f17fc08919d03842 100644
--- a/apps/common/postgres.py
+++ b/apps/common/postgres.py
@@ -1,11 +1,49 @@
 """Postgres连接器"""
 
-from sqlalchemy import Column
-from sqlalchemy.dialects.postgresql import JSONB
+import logging
+import urllib.parse
+from collections.abc import AsyncGenerator
+from contextlib import asynccontextmanager
 
+from sqlalchemy.ext.asyncio import AsyncSession, async_sessionmaker, create_async_engine
 
-class PGSQL:
+from apps.models import (
+    Base,
+)
+
+from .config import config
+
+logger = logging.getLogger(__name__)
+
+
+class Postgres:
     """Postgres连接器"""
 
-    def __init__(self, db_url: str):
-        pass
+    async def init(self) -> None:
+        """初始化Postgres连接器"""
+        logger.info("[Postgres] 初始化Postgres连接器")
+        self._engine = create_async_engine(
+            f"postgresql+asyncpg://{urllib.parse.quote_plus(config.postgres.user)}:"
+            f"{urllib.parse.quote_plus(config.postgres.password)}@{config.postgres.host}:"
+            f"{config.postgres.port}/{config.postgres.database}",
+        )
+        self._session = async_sessionmaker(self._engine, expire_on_commit=False)
+
+        logger.info("[Postgres] 创建表")
+        async with self._engine.begin() as conn:
+            await conn.run_sync(Base.metadata.create_all)
+
+    @asynccontextmanager
+    async def session(self) -> AsyncGenerator[AsyncSession, None]:
+        """获取会话"""
+        async with self._session() as session:
+            try:
+                yield session
+            except Exception:
+                logger.exception("[Postgres] 会话错误")
+                await session.rollback()
+                raise
+            finally:
+                await session.close()
+
+postgres = Postgres()
diff --git a/apps/common/security.py b/apps/common/security.py
index 7bae582e69b8e835df84033a416f53c91c90b73e..fe3dd379bbd9338d3fbc21da8e52fc9a1f1668f8 100644
--- a/apps/common/security.py
+++ b/apps/common/security.py
@@ -9,7 +9,7 @@ import secrets
 from cryptography.hazmat.backends import default_backend
 from cryptography.hazmat.primitives.ciphers import Cipher, algorithms, modes
 
-from apps.common.config import Config
+from .config import config
 
 
 class Security:
@@ -23,7 +23,7 @@ class Security:
         :param plaintext: 待加密的字符串
         :return: 加密后的字符串和存放工作密钥的dict
         """
-        half_key1 = Config().get_config().security.half_key1
+        half_key1 = config.security.half_key1
         if half_key1 is None:
             err = "配置文件中未设置HALF_KEY1"
             raise ValueError(err)
@@ -66,13 +66,13 @@ class Security:
 
     @staticmethod
     def _get_root_key(half_key1: str) -> bytes:
-        half_key2 = Config().get_config().security.half_key2
+        half_key2 = config.security.half_key2
         if half_key2 is None:
             err = "配置文件中未设置HALF_KEY2"
             raise ValueError(err)
 
         key = (half_key1 + half_key2).encode("utf-8")
-        half_key3 = Config().get_config().security.half_key3.encode("utf-8")
+        half_key3 = config.security.half_key3.encode("utf-8")
         hash_key = hashlib.pbkdf2_hmac("sha256", key, half_key3, 10000)
         return binascii.hexlify(hash_key)[13:45]
 
diff --git a/apps/common/wordscheck.py b/apps/common/wordscheck.py
index efc31190a214174192a2c27485d7807c8b29e2e5..795166494eb8f09a72213e857317a0e9a3b95def 100644
--- a/apps/common/wordscheck.py
+++ b/apps/common/wordscheck.py
@@ -4,8 +4,8 @@
 import logging
 from pathlib import Path
 
-from apps.common.config import Config
-from apps.common.singleton import SingletonMeta
+from .config import config
+from .singleton import SingletonMeta
 
 logger = logging.getLogger(__name__)
 
@@ -20,8 +20,8 @@ class WordsCheck(metaclass=SingletonMeta):
 
     def _init_words_list(self) -> None:
         """同步初始化敏感词列表"""
-        if not self._initialized and Config().get_config().check.enable:
-            with Path(Config().get_config().check.words_list).open(encoding="utf-8") as f:
+        if not self._initialized and config.check.enable:
+            with Path(config.check.words_list).open(encoding="utf-8") as f:
                 self._words_list = f.read().splitlines()
             self._initialized = True
 
@@ -40,7 +40,7 @@ class WordsCheck(metaclass=SingletonMeta):
 
         异常-1，拦截0，正常1
         """
-        if Config().get_config().check.enable:
+        if config.check.enable:
             return await self._check_wordlist(message)
         # 不设置检查类型，默认不拦截
         return 1
diff --git a/apps/constants.py b/apps/constants.py
index 58158b33c3aa4ea5aa3595f5642bf6444e7d76cb..60d9f20f592abfc5b8aab4de7bf94e22c1fa53b7 100644
--- a/apps/constants.py
+++ b/apps/constants.py
@@ -6,7 +6,7 @@ Copyright (c) Huawei Technologies Co., Ltd. 2023-2025. All rights reserved.
 
 from anyio import Path
 
-from apps.common.config import Config
+from .common.config import config
 
 # 新对话默认标题
 NEW_CHAT = "新对话"
@@ -48,7 +48,7 @@ ALLOWED_ICON_MIME_TYPES = [
     "image/tiff",
 ]
 # MCP路径
-MCP_PATH = Path(Config().get_config().deploy.data_dir) / "semantics" / "mcp"
+MCP_PATH = Path(config.deploy.data_dir) / "semantics" / "mcp"
 # 项目路径
 PROJ_PATH = Path(__file__).parent.parent
 # 图标存储
diff --git a/apps/llm/embedding.py b/apps/llm/embedding.py
index 28ab86b49a96d19cc6e2db83930d5aff48f82260..89c3cf48e457cd3bd3618e5229f4afd99dc94632 100644
--- a/apps/llm/embedding.py
+++ b/apps/llm/embedding.py
@@ -2,7 +2,7 @@
 
 import httpx
 
-from apps.common.config import Config
+from apps.common.config import config
 
 
 class Embedding:
@@ -19,18 +19,18 @@ class Embedding:
     @classmethod
     async def _get_openai_embedding(cls, text: list[str]) -> list[list[float]]:
         """访问OpenAI兼容的Embedding API，获得向量化数据"""
-        api = Config().get_config().embedding.endpoint + "/embeddings"
+        api = config.embedding.endpoint + "/embeddings"
         data = {
             "input": text,
-            "model": Config().get_config().embedding.model,
+            "model": config.embedding.model,
             "encoding_format": "float",
         }
 
         headers = {
             "Content-Type": "application/json",
         }
-        if Config().get_config().embedding.api_key:
-            headers["Authorization"] = f"Bearer {Config().get_config().embedding.api_key}"
+        if config.embedding.api_key:
+            headers["Authorization"] = f"Bearer {config.embedding.api_key}"
 
         async with httpx.AsyncClient() as client:
             response = await client.post(
@@ -45,12 +45,12 @@ class Embedding:
     @classmethod
     async def _get_tei_embedding(cls, text: list[str]) -> list[list[float]]:
         """访问TEI兼容的Embedding API，获得向量化数据"""
-        api = Config().get_config().embedding.endpoint + "/embed"
+        api = config.embedding.endpoint + "/embed"
         headers = {
             "Content-Type": "application/json",
         }
-        if Config().get_config().embedding.api_key:
-            headers["Authorization"] = f"Bearer {Config().get_config().embedding.api_key}"
+        if config.embedding.api_key:
+            headers["Authorization"] = f"Bearer {config.embedding.api_key}"
 
         async with httpx.AsyncClient() as client:
             result = []
@@ -75,10 +75,10 @@ class Embedding:
         :param text: 待向量化文本（多条文本组成List）
         :return: 文本对应的向量（顺序与text一致，也为List）
         """
-        if Config().get_config().embedding.type == "openai":
+        if config.embedding.type == "openai":
             return await cls._get_openai_embedding(text)
-        if Config().get_config().embedding.type == "mindie":
+        if config.embedding.type == "mindie":
             return await cls._get_tei_embedding(text)
 
-        err = f"不支持的Embedding API类型: {Config().get_config().embedding.type}"
+        err = f"不支持的Embedding API类型: {config.embedding.type}"
         raise ValueError(err)
diff --git a/apps/llm/function.py b/apps/llm/function.py
index 1f995fe7ba187cead03aa6fc62a4cbce1ec05a65..10cd92571f6911d843efc63661af8ad42484821b 100644
--- a/apps/llm/function.py
+++ b/apps/llm/function.py
@@ -11,9 +11,10 @@ from jinja2 import BaseLoader
 from jinja2.sandbox import SandboxedEnvironment
 from jsonschema import Draft7Validator
 
-from apps.common.config import Config
+from apps.common.config import config
 from apps.constants import JSON_GEN_MAX_TRIAL, REASONING_END_TOKEN
-from apps.llm.prompt import JSON_GEN_BASIC
+
+from .prompt import JSON_GEN_BASIC
 
 logger = logging.getLogger(__name__)
 
@@ -33,7 +34,7 @@ class FunctionLLM:
         - structured_output
         """
         # 暂存config；这里可以替代为从其他位置获取
-        self._config = Config().get_config().function_call
+        self._config = config.function_call
         if not self._config.model:
             err_msg = "[FunctionCall] 未设置FuntionCall所用模型！"
             logger.error(err_msg)
@@ -258,7 +259,7 @@ class JsonGenerator:
     async def _assemble_message(self) -> str:
         """组装消息"""
         # 检查类型
-        function_call = Config().get_config().function_call.backend == "function_call"
+        function_call = config.function_call.backend == "function_call"
 
         # 渲染模板
         template = self._env.from_string(JSON_GEN_BASIC)
diff --git a/apps/llm/patterns/executor.py b/apps/llm/patterns/executor.py
index f872fd2ac8d691b4079756a56a6107d6b6556585..07ad5b2d345c4af600b22efc68080833386b2898 100644
--- a/apps/llm/patterns/executor.py
+++ b/apps/llm/patterns/executor.py
@@ -3,10 +3,11 @@
 
 from typing import TYPE_CHECKING, Any
 
-from apps.llm.patterns.core import CorePattern
 from apps.llm.reasoning import ReasoningLLM
 from apps.llm.snippet import convert_context_to_prompt, facts_to_prompt
 
+from .core import CorePattern
+
 if TYPE_CHECKING:
     from apps.schemas.scheduler import ExecutorBackground
 
diff --git a/apps/llm/patterns/facts.py b/apps/llm/patterns/facts.py
index 0b0381ff40a0e6632fd204c9efcf834a13c4711f..d8dbc4c1e77e9a26b0c9c2886faac399d775b5b2 100644
--- a/apps/llm/patterns/facts.py
+++ b/apps/llm/patterns/facts.py
@@ -6,10 +6,11 @@ import logging
 from pydantic import BaseModel, Field
 
 from apps.llm.function import JsonGenerator
-from apps.llm.patterns.core import CorePattern
 from apps.llm.reasoning import ReasoningLLM
 from apps.llm.snippet import convert_context_to_prompt
 
+from .core import CorePattern
+
 logger = logging.getLogger(__name__)
 
 
diff --git a/apps/llm/patterns/rewoo.py b/apps/llm/patterns/rewoo.py
index ef78d92667d30fbd3b26d55ba4d87961181f3d48..140d942a9ea6b8d97abe90715cc6de12159ac666 100644
--- a/apps/llm/patterns/rewoo.py
+++ b/apps/llm/patterns/rewoo.py
@@ -1,9 +1,10 @@
 # Copyright (c) Huawei Technologies Co., Ltd. 2023-2025. All rights reserved.
 """规划生成命令行"""
 
-from apps.llm.patterns.core import CorePattern
 from apps.llm.reasoning import ReasoningLLM
 
+from .core import CorePattern
+
 
 class InitPlan(CorePattern):
     """规划生成命令行"""
diff --git a/apps/llm/patterns/rewrite.py b/apps/llm/patterns/rewrite.py
index d72475fa98aa4d233b1163cbf387067ec123e570..25773ca7ba4dad690633e1cc44121cb0641b4f74 100644
--- a/apps/llm/patterns/rewrite.py
+++ b/apps/llm/patterns/rewrite.py
@@ -6,9 +6,10 @@ import logging
 from pydantic import BaseModel, Field
 
 from apps.llm.function import JsonGenerator
-from apps.llm.patterns.core import CorePattern
 from apps.llm.reasoning import ReasoningLLM
 
+from .core import CorePattern
+
 logger = logging.getLogger(__name__)
 
 
diff --git a/apps/llm/patterns/select.py b/apps/llm/patterns/select.py
index a6c496bdd0ef79631bbdc41935e717ca3e3668ea..a0b950fc85370d2c56c1f55f5170e1ce460ffdc4 100644
--- a/apps/llm/patterns/select.py
+++ b/apps/llm/patterns/select.py
@@ -8,10 +8,11 @@ from collections import Counter
 from typing import Any, ClassVar
 
 from apps.llm.function import JsonGenerator
-from apps.llm.patterns.core import CorePattern
 from apps.llm.reasoning import ReasoningLLM
 from apps.llm.snippet import choices_to_prompt
 
+from .core import CorePattern
+
 logger = logging.getLogger(__name__)
 
 
diff --git a/apps/llm/reasoning.py b/apps/llm/reasoning.py
index fdb36fc05adf38920bcce0d962b6aafc21e44b71..b765988c60a6444a074d3b3e13237fb49ddbfec8 100644
--- a/apps/llm/reasoning.py
+++ b/apps/llm/reasoning.py
@@ -8,11 +8,12 @@ from dataclasses import dataclass
 from openai import AsyncOpenAI
 from openai.types.chat import ChatCompletionChunk
 
-from apps.common.config import Config
+from apps.common.config import config
 from apps.constants import REASONING_BEGIN_TOKEN, REASONING_END_TOKEN
-from apps.llm.token import TokenCalculator
 from apps.schemas.config import LLMConfig
 
+from .token import TokenCalculator
+
 logger = logging.getLogger(__name__)
 
 
@@ -96,7 +97,7 @@ class ReasoningLLM:
     def __init__(self, llm_config: LLMConfig | None = None) -> None:
         """判断配置文件里用了哪种大模型；初始化大模型客户端"""
         if not llm_config:
-            self._config: LLMConfig = Config().get_config().llm
+            self._config: LLMConfig = config.llm
             self._init_client()
         else:
             self._config: LLMConfig = llm_config
diff --git a/apps/main.py b/apps/main.py
index c4ca2bfb116db11624f4e4fbbe4e876a86e5f1eb..43be981e94c37e4f605807f11280dd9149ea9e28 100644
--- a/apps/main.py
+++ b/apps/main.py
@@ -15,11 +15,12 @@ from fastapi.middleware.cors import CORSMiddleware
 from rich.console import Console
 from rich.logging import RichHandler
 
-from apps.common.config import Config
-from apps.common.lance import LanceDB
-from apps.common.wordscheck import WordsCheck
-from apps.llm.token import TokenCalculator
-from apps.routers import (
+from .common.config import config
+from .common.lance import LanceDB
+from .common.postgres import postgres
+from .common.wordscheck import WordsCheck
+from .llm.token import TokenCalculator
+from .routers import (
     api_key,
     appcenter,
     auth,
@@ -37,14 +38,14 @@ from apps.routers import (
     service,
     user,
 )
-from apps.scheduler.pool.pool import Pool
+from .scheduler.pool.pool import Pool
 
 # 定义FastAPI app
 app = FastAPI(redoc_url=None)
 # 定义FastAPI全局中间件
 app.add_middleware(
     CORSMiddleware,
-    allow_origins=[Config().get_config().fastapi.domain],
+    allow_origins=[config.fastapi.domain],
     allow_credentials=True,
     allow_methods=["*"],
     allow_headers=["*"],
@@ -84,6 +85,7 @@ logging.basicConfig(
 async def init_resources() -> None:
     """初始化必要资源"""
     WordsCheck()
+    await postgres.init()
     await LanceDB().init()
     await Pool.init()
     TokenCalculator()
diff --git a/apps/models/__init__.py b/apps/models/__init__.py
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..9b0215ed4b820af0d31aadc01f50e16b90d32277 100644
--- a/apps/models/__init__.py
+++ b/apps/models/__init__.py
@@ -0,0 +1,5 @@
+"""SQLAlchemy 数据库表结构"""
+
+from .base import Base
+
+__all__ = ["Base"]
diff --git a/apps/models/base.py b/apps/models/base.py
new file mode 100644
index 0000000000000000000000000000000000000000..fd90ec0eebc1fc80681621237b842039a5c3b7dd
--- /dev/null
+++ b/apps/models/base.py
@@ -0,0 +1,5 @@
+"""SQLAlchemy模型基类"""
+
+from sqlalchemy.orm import declarative_base
+
+Base = declarative_base()
diff --git a/apps/models/vectors.py b/apps/models/vectors.py
new file mode 100644
index 0000000000000000000000000000000000000000..6ce20f5515e7baa2c7a80c4eae3f60a05eecf8f4
--- /dev/null
+++ b/apps/models/vectors.py
@@ -0,0 +1,44 @@
+"""向量表"""
+
+from pgvector.sqlalchemy import Vector
+from sqlalchemy import Integer, String
+from sqlalchemy.orm import Mapped, mapped_column
+
+from .base import Base
+
+
+class FlowPoolVector(Base):
+    """Flow向量数据"""
+
+    __tablename__ = "flow_vector"
+    id: Mapped[int] = mapped_column(Integer, primary_key=True)
+    flow_id: Mapped[str] = mapped_column(String(32), index=True, unique=True)
+    app_id: Mapped[str] = mapped_column(String(32))
+    embedding: Mapped[Vector] = mapped_column(Vector(1024))
+
+
+class ServicePoolVector(Base):
+    """Service向量数据"""
+
+    __tablename__ = "service_vector"
+    id: Mapped[int] = mapped_column(Integer, primary_key=True)
+    service_id: Mapped[str] = mapped_column(String(32), index=True, unique=True)
+    embedding: Mapped[Vector] = mapped_column(Vector(1024))
+
+
+class CallPoolVector(Base):
+    """Call向量数据"""
+
+    __tablename__ = "call_vector"
+    id: Mapped[int] = mapped_column(Integer, primary_key=True)
+    call_id: Mapped[str] = mapped_column(String(32), index=True, unique=True)
+    embedding: Mapped[Vector] = mapped_column(Vector(1024))
+
+
+class NodePoolVector(Base):
+    """Node向量数据"""
+
+    __tablename__ = "node_vector"
+    id: Mapped[int] = mapped_column(Integer, primary_key=True)
+    service_id: Mapped[str] = mapped_column(String(32))
+    embedding: Mapped[Vector] = mapped_column(Vector(1024))
diff --git a/apps/routers/knowledge.py b/apps/routers/knowledge.py
index ef85efc4db2aa4d5f6dd7c143c8ec2a654d8e40f..c157994b46824de5824a729a12661602b069acc1 100644
--- a/apps/routers/knowledge.py
+++ b/apps/routers/knowledge.py
@@ -33,7 +33,7 @@ router = APIRouter(
 async def list_kb(
     user_sub: Annotated[str, Depends(get_user)],
     conversation_id: Annotated[str, Query(alias="conversationId")],
-    kb_id: Annotated[str, Query(alias="kbId")] = None,
+    kb_id: Annotated[str, Query(alias="kbId")] = "",
     kb_name: Annotated[str, Query(alias="kbName")] = "",
 ) -> JSONResponse:
     """获取当前用户的知识库ID"""
diff --git a/apps/scheduler/call/api/api.py b/apps/scheduler/call/api/api.py
index 15420c54b9ab41bc21b8aea904323e58225740a6..54e06cb5b9b41f45059158c4fdba5bf2132edef8 100644
--- a/apps/scheduler/call/api/api.py
+++ b/apps/scheduler/call/api/api.py
@@ -13,7 +13,6 @@ from pydantic import Field
 from pydantic.json_schema import SkipJsonSchema
 
 from apps.common.oidc import oidc_provider
-from apps.scheduler.call.api.schema import APIInput, APIOutput
 from apps.scheduler.call.core import CoreCall
 from apps.schemas.enum_var import CallOutputType, ContentType, HTTPMethod
 from apps.schemas.scheduler import (
@@ -25,6 +24,8 @@ from apps.schemas.scheduler import (
 from apps.services.service import ServiceCenterManager
 from apps.services.token import TokenManager
 
+from .schema import APIInput, APIOutput
+
 logger = logging.getLogger(__name__)
 SUCCESS_HTTP_CODES = [
     status.HTTP_200_OK,
diff --git a/apps/scheduler/call/choice/choice.py b/apps/scheduler/call/choice/choice.py
index a5edf21afb2eeb308dd909a40696500751c9a086..807c9d6981626630f38f5e42b9f3ef8b6863ffef 100644
--- a/apps/scheduler/call/choice/choice.py
+++ b/apps/scheduler/call/choice/choice.py
@@ -1,19 +1,71 @@
 # Copyright (c) Huawei Technologies Co., Ltd. 2023-2025. All rights reserved.
 """使用大模型或使用程序做出判断"""
 
-from enum import Enum
+import logging
+from collections.abc import AsyncGenerator
+from typing import Any
 
-from apps.scheduler.call.choice.schema import ChoiceInput, ChoiceOutput
-from apps.scheduler.call.core import CoreCall
+from pydantic import Field
 
+from apps.scheduler.call.core import CoreCall
+from apps.schemas.enum_var import CallOutputType
+from apps.schemas.scheduler import (
+    CallError,
+    CallInfo,
+    CallOutputChunk,
+    CallVars,
+)
 
-class Operator(str, Enum):
-    """Choice工具支持的运算符"""
+from .condition_handler import ConditionHandler
+from .schema import (
+    ChoiceBranch,
+    ChoiceInput,
+    ChoiceOutput,
+)
 
-    pass
+logger = logging.getLogger(__name__)
 
 
 class Choice(CoreCall, input_model=ChoiceInput, output_model=ChoiceOutput):
     """Choice工具"""
 
-    pass
+    to_user: bool = Field(default=False)
+    choices: list[ChoiceBranch] = Field(description="分支", default=[])
+
+    @classmethod
+    def info(cls) -> CallInfo:
+        """返回Call的名称和描述"""
+        return CallInfo(name="Choice", description="使用大模型或使用程序做出判断")
+
+    async def _prepare_message(self, call_vars: CallVars) -> list[dict[str, Any]]:
+        """替换choices中的系统变量"""
+        for choice in self.choices:
+            for condition in choice.conditions:
+                split = condition.left.step_id.split(".")
+                step_id = split[0]
+                value = "/".join(split[1:])
+                if step_id and value:
+                    path = f"{step_id}/{value}"
+                    condition.left.value = self._extract_history_variables(path, call_vars.history)
+        return self.choices
+
+    async def _init(self, call_vars: CallVars) -> ChoiceInput:
+        """初始化Choice工具"""
+        return ChoiceInput(
+            choices=await self._prepare_message(call_vars),
+        )
+
+    async def _exec(self, input_data: dict[str, Any]) -> AsyncGenerator[CallOutputChunk, None]:
+        """执行Choice工具"""
+        # 解析输入数据
+        data = ChoiceInput(**input_data)
+        ret: CallOutputChunk=CallOutputChunk(
+            type=CallOutputType.DATA,
+            content=None,
+        )
+        condition_handler = ConditionHandler()
+        try:
+            ret.content = condition_handler.handler(data.choices)
+            yield ret
+        except Exception as e:
+            raise CallError(message=f"选择工具调用失败：{e!s}", data={}) from e
diff --git a/apps/scheduler/call/choice/condition_handler.py b/apps/scheduler/call/choice/condition_handler.py
new file mode 100644
index 0000000000000000000000000000000000000000..35ff541cf62e7860e133008eb35ee792e9fda878
--- /dev/null
+++ b/apps/scheduler/call/choice/condition_handler.py
@@ -0,0 +1,176 @@
+# Copyright (c) Huawei Technologies Co., Ltd. 2023-2025. All rights reserved.
+"""处理条件分支的工具"""
+
+import logging
+
+from pydantic import BaseModel
+
+from .schema import ChoiceBranch, ChoiceOutput, Condition, Logic, Operator, Type, Value
+
+logger = logging.getLogger(__name__)
+
+
+class ConditionHandler(BaseModel):
+    """条件分支处理器"""
+
+    def handler(self, choices: list[ChoiceBranch]) -> ChoiceOutput:
+        """处理条件"""
+        default_branch = [c for c in choices if c.is_default]
+
+        for block_judgement in choices:
+            results = []
+            if block_judgement.is_default:
+                continue
+            for condition in block_judgement.conditions:
+                result = self._judge_condition(condition)
+                results.append(result)
+            if block_judgement.logic == Logic.AND:
+                final_result = all(results)
+            elif block_judgement.logic == Logic.OR:
+                final_result = any(results)
+
+            if final_result:
+                return {
+                    "branch_id": block_judgement.branch_id,
+                    "message": f"选择分支：{block_judgement.branch_id}",
+                }
+
+        # 如果没有匹配的分支，选择默认分支
+        if default_branch:
+            return {
+                "branch_id": default_branch[0].branch_id,
+                "message": f"选择默认分支：{default_branch[0].branch_id}",
+            }
+        return {
+            "branch_id": "",
+            "message": "没有匹配的分支，且没有默认分支",
+        }
+
+    def _judge_condition(self, condition: Condition) -> bool:
+        """
+        判断条件是否成立。
+
+        Args:
+            condition (Condition): 'left', 'operator', 'right', 'type'
+
+        Returns:
+            bool
+
+        """
+        left = condition.left
+        operator = condition.operator
+        right = condition.right
+        value_type = condition.type
+
+        result = None
+        if value_type == Type.STRING:
+            result = self._judge_string_condition(left, operator, right)
+        elif value_type == Type.INT:
+            result = self._judge_int_condition(left, operator, right)
+        elif value_type == Type.BOOL:
+            result = self._judge_bool_condition(left, operator, right)
+        else:
+            logger.error("不支持的数据类型: %s", value_type)
+            msg = f"不支持的数据类型: {value_type}"
+            raise ValueError(msg)
+        return result
+
+    def _judge_string_condition(self, left: Value, operator: Operator, right: Value) -> bool:
+        """
+        判断字符串类型的条件。
+
+        Args:
+            left (Value): 左值，包含 'value' 键。
+            operator (Operator): 操作符
+            right (Value): 右值，包含 'value' 键。
+
+        Returns:
+            bool
+
+        """
+        left_value = left.value
+        if not isinstance(left_value, str):
+            logger.error("左值不是字符串类型: %s", left_value)
+            msg = "左值必须是字符串类型"
+            raise TypeError(msg)
+        right_value = right.value
+        result = False
+        if operator == Operator.EQUAL:
+            result = left_value == right_value
+        elif operator == Operator.NEQUAL:
+            result = left_value != right_value
+        elif operator == Operator.GREAT:
+            result = len(left_value) > len(right_value)
+        elif operator == Operator.GREAT_EQUALS:
+            result = len(left_value) >= len(right_value)
+        elif operator == Operator.LESS:
+            result = len(left_value) < len(right_value)
+        elif operator == Operator.LESS_EQUALS:
+            result = len(left_value) <= len(right_value)
+        elif operator == Operator.CONTAINS:
+            result = right_value in left_value
+        elif operator == Operator.NOT_CONTAINS:
+            result = right_value not in left_value
+        return result
+
+    def _judge_int_condition(self, left: Value, operator: Operator, right: Value) -> bool:  # noqa: PLR0911
+        """
+        判断整数类型的条件。
+
+        Args:
+            left (Value): 左值，包含 'value' 键。
+            operator (Operator): 操作符
+            right (Value): 右值，包含 'value' 键。
+
+        Returns:
+            bool
+
+        """
+        left_value = left.value
+        if not isinstance(left_value, int):
+            logger.error("左值不是整数类型: %s", left_value)
+            msg = "左值必须是整数类型"
+            raise TypeError(msg)
+        right_value = right.value
+        if operator == Operator.EQUAL:
+            return left_value == right_value
+        if operator == Operator.NEQUAL:
+            return left_value != right_value
+        if operator == Operator.GREAT:
+            return left_value > right_value
+        if operator == Operator.GREAT_EQUALS:
+            return left_value >= right_value
+        if operator == Operator.LESS:
+            return left_value < right_value
+        if operator == Operator.LESS_EQUALS:
+            return left_value <= right_value
+        return False
+
+    def _judge_bool_condition(self, left: Value, operator: Operator, right: Value) -> bool:
+        """
+        判断布尔类型的条件。
+
+        Args:
+            left (Value): 左值，包含 'value' 键。
+            operator (Operator): 操作符
+            right (Value): 右值，包含 'value' 键。
+
+        Returns:
+            bool
+
+        """
+        left_value = left.value
+        if not isinstance(left_value, bool):
+            logger.error("左值不是布尔类型: %s", left_value)
+            msg = "左值必须是布尔类型"
+            raise TypeError(msg)
+        right_value = right.value
+        if operator == Operator.EQUAL:
+            return left_value == right_value
+        if operator == Operator.NEQUAL:
+            return left_value != right_value
+        if operator == Operator.IS_EMPTY:
+            return left_value == ""
+        if operator == Operator.NOT_EMPTY:
+            return left_value != ""
+        return False
diff --git a/apps/scheduler/call/choice/schema.py b/apps/scheduler/call/choice/schema.py
index 60b62d09fd66adbf32295f44ec86398a537f38d5..2d1ba2b24661d7ed589eabb606fd3fd344b919ef 100644
--- a/apps/scheduler/call/choice/schema.py
+++ b/apps/scheduler/call/choice/schema.py
@@ -1,12 +1,74 @@
 # Copyright (c) Huawei Technologies Co., Ltd. 2023-2025. All rights reserved.
 """Choice Call的输入和输出"""
 
-from apps.scheduler.call.core import DataBase
+from enum import Enum
 
+from pydantic import BaseModel, Field
 
-class ChoiceInput(DataBase):
+
+class Operator(str, Enum):
+    """Choice Call支持的运算符"""
+
+    EQUAL = "equal"
+    NEQUAL = "not_equal"
+    GREAT = "great"
+    GREAT_EQUALS = "great_equals"
+    LESS = "less"
+    LESS_EQUALS = "less_equals"
+    # string
+    CONTAINS = "contains"
+    NOT_CONTAINS = "not_contains"
+    # bool
+    IS_EMPTY = "is_empty"
+    NOT_EMPTY = "not_empty"
+
+
+class Logic(str, Enum):
+    """Choice 工具支持的逻辑运算符"""
+
+    AND = "and"
+    OR = "or"
+
+
+class Type(str, Enum):
+    """Choice 工具支持的类型"""
+
+    STRING = "string"
+    INT = "int"
+    BOOL = "bool"
+
+
+class Value(BaseModel):
+    """值的结构"""
+
+    step_id: str = Field(description="步骤id", default="")
+    value: str | int | bool = Field(description="值", default=None)
+
+
+class Condition(BaseModel):
+    """单个条件"""
+
+    type: Type = Field(description="值的类型", default=Type.STRING)
+    left: Value = Field(description="左值")
+    right: Value = Field(description="右值")
+    operator: Operator = Field(description="运算符")
+    id: int = Field(description="条件ID")
+
+
+class ChoiceBranch(BaseModel):
+    """子分支"""
+
+    branch_id: str = Field(description="分支ID", default="")
+    logic: Logic = Field(description="逻辑运算符", default=Logic.AND)
+    conditions: list[Condition] = Field(description="条件列表", default=[])
+    is_default: bool = Field(description="是否为默认分支", default=False)
+
+
+class ChoiceInput(BaseModel):
     """Choice Call的输入"""
 
+    choices: list[ChoiceBranch] = Field(description="分支", default=[])
+
 
-class ChoiceOutput(DataBase):
+class ChoiceOutput(BaseModel):
     """Choice Call的输出"""
diff --git a/apps/scheduler/call/convert/convert.py b/apps/scheduler/call/convert/convert.py
index 27980bd8ad46aaaa7741d6a6919661aac580de64..30392b0e5819505fce7a99f580800245c93b51ca 100644
--- a/apps/scheduler/call/convert/convert.py
+++ b/apps/scheduler/call/convert/convert.py
@@ -3,15 +3,13 @@
 
 from collections.abc import AsyncGenerator
 from datetime import datetime
-from typing import Any
 
 import pytz
 from jinja2 import BaseLoader
 from jinja2.sandbox import SandboxedEnvironment
 from pydantic import Field
 
-from apps.scheduler.call.convert.schema import ConvertInput, ConvertOutput
-from apps.scheduler.call.core import CallOutputChunk, CoreCall
+from apps.scheduler.call.core import CoreCall
 from apps.schemas.enum_var import CallOutputType
 from apps.schemas.scheduler import (
     CallInfo,
@@ -19,6 +17,8 @@ from apps.schemas.scheduler import (
     CallVars,
 )
 
+from .schema import ConvertInput, ConvertOutput
+
 
 class Convert(CoreCall, input_model=ConvertInput, output_model=ConvertOutput):
     """Convert 工具，用于对生成的文字信息和原始数据进行格式化"""
diff --git a/apps/scheduler/call/empty.py b/apps/scheduler/call/empty.py
index 5865bc7e804491a7d6aa41fa251dc8c5d9c77dc6..3c743f3bd6231b38b5f4a554e5a97270a31e9ac8 100644
--- a/apps/scheduler/call/empty.py
+++ b/apps/scheduler/call/empty.py
@@ -4,10 +4,11 @@
 from collections.abc import AsyncGenerator
 from typing import Any
 
-from apps.scheduler.call.core import CoreCall, DataBase
 from apps.schemas.enum_var import CallOutputType
 from apps.schemas.scheduler import CallInfo, CallOutputChunk, CallVars
 
+from .core import CoreCall, DataBase
+
 
 class Empty(CoreCall, input_model=DataBase, output_model=DataBase):
     """空Call"""
diff --git a/apps/scheduler/call/facts/facts.py b/apps/scheduler/call/facts/facts.py
index f8aebcd748d92de4109553d0f68fecac43363f58..72490cba582255e1f0f05de9de45c1fad46ef6d6 100644
--- a/apps/scheduler/call/facts/facts.py
+++ b/apps/scheduler/call/facts/facts.py
@@ -9,17 +9,18 @@ from jinja2.sandbox import SandboxedEnvironment
 from pydantic import Field
 
 from apps.scheduler.call.core import CoreCall
-from apps.scheduler.call.facts.prompt import DOMAIN_PROMPT, FACTS_PROMPT
-from apps.scheduler.call.facts.schema import (
+from apps.schemas.enum_var import CallOutputType
+from apps.schemas.pool import NodePool
+from apps.schemas.scheduler import CallInfo, CallOutputChunk, CallVars
+from apps.services.user_domain import UserDomainManager
+
+from .prompt import DOMAIN_PROMPT, FACTS_PROMPT
+from .schema import (
     DomainGen,
     FactsGen,
     FactsInput,
     FactsOutput,
 )
-from apps.schemas.enum_var import CallOutputType
-from apps.schemas.pool import NodePool
-from apps.schemas.scheduler import CallInfo, CallOutputChunk, CallVars
-from apps.services.user_domain import UserDomainManager
 
 if TYPE_CHECKING:
     from apps.scheduler.executor.step import StepExecutor
diff --git a/apps/scheduler/call/graph/graph.py b/apps/scheduler/call/graph/graph.py
index c2728f17913fcd0e8343168f2b508dbe6006fd6e..a309b07948188af31b051303f4f0b763c3089b6a 100644
--- a/apps/scheduler/call/graph/graph.py
+++ b/apps/scheduler/call/graph/graph.py
@@ -9,8 +9,6 @@ from anyio import Path
 from pydantic import Field
 
 from apps.scheduler.call.core import CoreCall
-from apps.scheduler.call.graph.schema import RenderFormat, RenderInput, RenderOutput
-from apps.scheduler.call.graph.style import RenderStyle
 from apps.schemas.enum_var import CallOutputType
 from apps.schemas.scheduler import (
     CallError,
@@ -19,6 +17,9 @@ from apps.schemas.scheduler import (
     CallVars,
 )
 
+from .schema import RenderFormat, RenderInput, RenderOutput
+from .style import RenderStyle
+
 
 class Graph(CoreCall, input_model=RenderInput, output_model=RenderOutput):
     """Render Call，用于将SQL Tool查询出的数据转换为图表"""
diff --git a/apps/scheduler/call/llm/llm.py b/apps/scheduler/call/llm/llm.py
index 6a679dce98af6164211edd16b2fa38714d899f31..f16cffc6fc59e8cb007bbd82a5dc95ea6ea65242 100644
--- a/apps/scheduler/call/llm/llm.py
+++ b/apps/scheduler/call/llm/llm.py
@@ -13,8 +13,6 @@ from pydantic import Field
 
 from apps.llm.reasoning import ReasoningLLM
 from apps.scheduler.call.core import CoreCall
-from apps.scheduler.call.llm.prompt import LLM_CONTEXT_PROMPT, LLM_DEFAULT_PROMPT
-from apps.scheduler.call.llm.schema import LLMInput, LLMOutput
 from apps.schemas.enum_var import CallOutputType
 from apps.schemas.scheduler import (
     CallError,
@@ -23,6 +21,9 @@ from apps.schemas.scheduler import (
     CallVars,
 )
 
+from .prompt import LLM_CONTEXT_PROMPT, LLM_DEFAULT_PROMPT
+from .schema import LLMInput, LLMOutput
+
 logger = logging.getLogger(__name__)
 
 
diff --git a/apps/scheduler/call/mcp/mcp.py b/apps/scheduler/call/mcp/mcp.py
index ec25c10c7a50a73a6b9de6af1dacab4580f81d3b..e84b56cb3ea4640a6703f3b53de36fa15d2dcc10 100644
--- a/apps/scheduler/call/mcp/mcp.py
+++ b/apps/scheduler/call/mcp/mcp.py
@@ -9,12 +9,6 @@ from typing import Any
 from pydantic import Field
 
 from apps.scheduler.call.core import CallError, CoreCall
-from apps.scheduler.call.mcp.schema import (
-    MCPInput,
-    MCPMessage,
-    MCPMessageType,
-    MCPOutput,
-)
 from apps.scheduler.mcp import MCPHost, MCPPlanner, MCPSelector
 from apps.schemas.enum_var import CallOutputType
 from apps.schemas.mcp import MCPPlanItem
@@ -24,6 +18,13 @@ from apps.schemas.scheduler import (
     CallVars,
 )
 
+from .schema import (
+    MCPInput,
+    MCPMessage,
+    MCPMessageType,
+    MCPOutput,
+)
+
 logger = logging.getLogger(__name__)
 
 
@@ -95,7 +96,7 @@ class MCP(CoreCall, input_model=MCPInput, output_model=MCPOutput):
         # 输出计划
         plan_str = "\n\n"
         for plan_item in self._plan.plans:
-            plan_str += f"[+] {plan_item.plan}； {plan_item.tool}[{plan_item.instruction}]\n\n"
+            plan_str += f"[+] {plan_item.content}； {plan_item.tool}[{plan_item.instruction}]\n\n"
 
         yield self._create_output(
             f"[MCP] 计划生成完成：\n\n{plan_str}\n\n\n\n",
diff --git a/apps/scheduler/call/rag/rag.py b/apps/scheduler/call/rag/rag.py
index e27327d8ad4d01387eeeb4f1644c056d32bc0dbe..01fa566d9ac256bbd1225778e076115f9e08773b 100644
--- a/apps/scheduler/call/rag/rag.py
+++ b/apps/scheduler/call/rag/rag.py
@@ -9,10 +9,9 @@ import httpx
 from fastapi import status
 from pydantic import Field
 
-from apps.common.config import Config
+from apps.common.config import config
 from apps.llm.patterns.rewrite import QuestionRewrite
 from apps.scheduler.call.core import CoreCall
-from apps.scheduler.call.rag.schema import RAGInput, RAGOutput, SearchMethod
 from apps.schemas.enum_var import CallOutputType
 from apps.schemas.scheduler import (
     CallError,
@@ -21,6 +20,8 @@ from apps.schemas.scheduler import (
     CallVars,
 )
 
+from .schema import RAGInput, RAGOutput, SearchMethod
+
 logger = logging.getLogger(__name__)
 
 
@@ -67,7 +68,7 @@ class RAG(CoreCall, input_model=RAGInput, output_model=RAGOutput):
         self.tokens.input_tokens += question_obj.input_tokens
         self.tokens.output_tokens += question_obj.output_tokens
 
-        url = Config().get_config().rag.rag_service.rstrip("/") + "/chunk/search"
+        url = config.rag.rag_service.rstrip("/") + "/chunk/search"
         headers = {
             "Content-Type": "application/json",
             "Authorization": f"Bearer {data.session_id}",
diff --git a/apps/scheduler/call/search/search.py b/apps/scheduler/call/search/search.py
index 73d21d7b9956a19b6eaaf23467b4286d7fbb3d79..31ae9d1458eacc7645501e5a00719fee2d922465 100644
--- a/apps/scheduler/call/search/search.py
+++ b/apps/scheduler/call/search/search.py
@@ -4,7 +4,6 @@ from collections.abc import AsyncGenerator
 from typing import Any
 
 from apps.scheduler.call.core import CoreCall
-from apps.scheduler.call.search.schema import SearchInput, SearchOutput
 from apps.schemas.scheduler import (
     CallError,
     CallInfo,
@@ -12,6 +11,8 @@ from apps.schemas.scheduler import (
     CallVars,
 )
 
+from .schema import SearchInput, SearchOutput
+
 
 class Search(CoreCall, input_model=SearchInput, output_model=SearchOutput):
     """搜索工具"""
diff --git a/apps/scheduler/call/slot/slot.py b/apps/scheduler/call/slot/slot.py
index 4f8e1010cc0bd88f22e050778bce236d7d3515e0..5f13a672bd6a94e94ecfc4fe8663629fb05cc684 100644
--- a/apps/scheduler/call/slot/slot.py
+++ b/apps/scheduler/call/slot/slot.py
@@ -12,13 +12,14 @@ from pydantic import Field
 from apps.llm.function import FunctionLLM, JsonGenerator
 from apps.llm.reasoning import ReasoningLLM
 from apps.scheduler.call.core import CoreCall
-from apps.scheduler.call.slot.prompt import SLOT_GEN_PROMPT
-from apps.scheduler.call.slot.schema import SlotInput, SlotOutput
 from apps.scheduler.slot.slot import Slot as SlotProcessor
 from apps.schemas.enum_var import CallOutputType
 from apps.schemas.pool import NodePool
 from apps.schemas.scheduler import CallInfo, CallOutputChunk, CallVars
 
+from .prompt import SLOT_GEN_PROMPT
+from .schema import SlotInput, SlotOutput
+
 if TYPE_CHECKING:
     from apps.scheduler.executor.step import StepExecutor
 
diff --git a/apps/scheduler/call/sql/sql.py b/apps/scheduler/call/sql/sql.py
index 3e24301de508e06adf5cfdbf24b3d8ca37c0cc27..67bccd6f7c7c2029a5e9d7f713da31b2cc1e4973 100644
--- a/apps/scheduler/call/sql/sql.py
+++ b/apps/scheduler/call/sql/sql.py
@@ -9,9 +9,8 @@ import httpx
 from fastapi import status
 from pydantic import Field
 
-from apps.common.config import Config
+from apps.common.config import config
 from apps.scheduler.call.core import CoreCall
-from apps.scheduler.call.sql.schema import SQLInput, SQLOutput
 from apps.schemas.enum_var import CallOutputType
 from apps.schemas.scheduler import (
     CallError,
@@ -20,6 +19,8 @@ from apps.schemas.scheduler import (
     CallVars,
 )
 
+from .schema import SQLInput, SQLOutput
+
 logger = logging.getLogger(__name__)
 
 
@@ -64,7 +65,7 @@ class SQL(CoreCall, input_model=SQLInput, output_model=SQLOutput):
             try:
                 async with httpx.AsyncClient() as client:
                     response = await client.post(
-                        Config().get_config().extra.sql_url + "/database/sql",
+                        config.extra.sql_url + "/database/sql",
                         headers=headers,
                         json=post_data,
                         timeout=60.0,
@@ -94,7 +95,7 @@ class SQL(CoreCall, input_model=SQLInput, output_model=SQLOutput):
             try:
                 async with httpx.AsyncClient() as client:
                     response = await client.post(
-                        Config().get_config().extra.sql_url + "/sql/execute",
+                        config.extra.sql_url + "/sql/execute",
                         headers=headers,
                         json={
                             "database_id": sql_dict["database_id"],
diff --git a/apps/scheduler/call/suggest/suggest.py b/apps/scheduler/call/suggest/suggest.py
index 1788fa0f4a8ede3af38264c9bb4a82628018086b..b7d981df297d5adee29862f90a55fa0ed80d3125 100644
--- a/apps/scheduler/call/suggest/suggest.py
+++ b/apps/scheduler/call/suggest/suggest.py
@@ -13,13 +13,6 @@ from pydantic.json_schema import SkipJsonSchema
 from apps.common.security import Security
 from apps.llm.function import FunctionLLM
 from apps.scheduler.call.core import CoreCall
-from apps.scheduler.call.suggest.prompt import SUGGEST_PROMPT
-from apps.scheduler.call.suggest.schema import (
-    SingleFlowSuggestionConfig,
-    SuggestGenResult,
-    SuggestionInput,
-    SuggestionOutput,
-)
 from apps.schemas.enum_var import CallOutputType
 from apps.schemas.pool import NodePool
 from apps.schemas.record import RecordContent
@@ -32,6 +25,14 @@ from apps.schemas.scheduler import (
 from apps.services.record import RecordManager
 from apps.services.user_domain import UserDomainManager
 
+from .prompt import SUGGEST_PROMPT
+from .schema import (
+    SingleFlowSuggestionConfig,
+    SuggestGenResult,
+    SuggestionInput,
+    SuggestionOutput,
+)
+
 if TYPE_CHECKING:
     from apps.scheduler.executor.step import StepExecutor
 
diff --git a/apps/scheduler/call/summary/summary.py b/apps/scheduler/call/summary/summary.py
index b605204e179246f915d561c0884fd277712faf33..1dd99b819a89db6081edea327ce85e80756e4f72 100644
--- a/apps/scheduler/call/summary/summary.py
+++ b/apps/scheduler/call/summary/summary.py
@@ -8,7 +8,6 @@ from pydantic import Field
 
 from apps.llm.patterns.executor import ExecutorSummary
 from apps.scheduler.call.core import CoreCall, DataBase
-from apps.scheduler.call.summary.schema import SummaryOutput
 from apps.schemas.enum_var import CallOutputType
 from apps.schemas.pool import NodePool
 from apps.schemas.scheduler import (
@@ -18,6 +17,8 @@ from apps.schemas.scheduler import (
     ExecutorBackground,
 )
 
+from .schema import SummaryOutput
+
 if TYPE_CHECKING:
     from apps.scheduler.executor.step import StepExecutor
 
diff --git a/apps/scheduler/executor/flow.py b/apps/scheduler/executor/flow.py
index a70d0d7073c50ec2290c3fd4c797bbb3efcd4501..533b759cfb6a42e989d4316ad2a8e51772344ff7 100644
--- a/apps/scheduler/executor/flow.py
+++ b/apps/scheduler/executor/flow.py
@@ -9,14 +9,15 @@ from datetime import UTC, datetime
 from pydantic import Field
 
 from apps.scheduler.call.llm.prompt import LLM_ERROR_PROMPT
-from apps.scheduler.executor.base import BaseExecutor
-from apps.scheduler.executor.step import StepExecutor
 from apps.schemas.enum_var import EventType, SpecialCallType, StepStatus
 from apps.schemas.flow import Flow, Step
 from apps.schemas.request_data import RequestDataApp
 from apps.schemas.task import ExecutorState, StepQueueItem
 from apps.services.task import TaskManager
 
+from .base import BaseExecutor
+from .step import StepExecutor
+
 logger = logging.getLogger(__name__)
 # 开始前的固定步骤
 FIXED_STEPS_BEFORE_START = [
@@ -117,6 +118,15 @@ class FlowExecutor(BaseExecutor):
         # 如果当前步骤为结束，则直接返回
         if self.task.state.step_id == "end" or not self.task.state.step_id: # type: ignore[arg-type]
             return []
+        if self.task.state.step_name == "Choice":
+            # 如果是choice节点，获取分支ID
+            branch_id = self.task.context[-1]["output_data"].get("branch_id", None)
+            if branch_id:
+                self.task.state.step_id = self.task.state.step_id + "." + branch_id
+                logger.info("[FlowExecutor] 分支ID：%s", branch_id)
+            else:
+                logger.warning("[FlowExecutor] 没有找到分支ID，返回空列表")
+                return []
 
         next_steps = await self._find_next_id(self.task.state.step_id) # type: ignore[arg-type]
         # 如果step没有任何出边，直接跳到end
diff --git a/apps/scheduler/executor/qa.py b/apps/scheduler/executor/qa.py
index ccbc4b0cf3e8aa9036b73c6aee8d0132fbacd315..e3d75e9d2b33f399dadff5886fbb03850be62799 100644
--- a/apps/scheduler/executor/qa.py
+++ b/apps/scheduler/executor/qa.py
@@ -1,5 +1,5 @@
 """用于执行智能问答的Executor"""
-from apps.scheduler.executor.base import BaseExecutor
+from .base import BaseExecutor
 
 
 class QAExecutor(BaseExecutor):
diff --git a/apps/scheduler/executor/step.py b/apps/scheduler/executor/step.py
index 6b3451fa9ccd92b8f9b2d497f3983a64ff3a6981..ef05c3696f113b0d0b19400295563983a2e880c2 100644
--- a/apps/scheduler/executor/step.py
+++ b/apps/scheduler/executor/step.py
@@ -16,7 +16,6 @@ from apps.scheduler.call.facts.facts import FactsCall
 from apps.scheduler.call.slot.schema import SlotOutput
 from apps.scheduler.call.slot.slot import Slot
 from apps.scheduler.call.summary.summary import Summary
-from apps.scheduler.executor.base import BaseExecutor
 from apps.scheduler.pool.pool import Pool
 from apps.schemas.enum_var import (
     EventType,
@@ -28,6 +27,8 @@ from apps.schemas.scheduler import CallError, CallOutputChunk
 from apps.schemas.task import FlowStepHistory, StepQueueItem
 from apps.services.node import NodeManager
 
+from .base import BaseExecutor
+
 logger = logging.getLogger(__name__)
 
 
diff --git a/apps/scheduler/mcp/__init__.py b/apps/scheduler/mcp/__init__.py
index 12f5cb68c12e4d19d830a8155eaeb0851fce897d..89cb4e735c62e982b3373e9f5621c30130c587ca 100644
--- a/apps/scheduler/mcp/__init__.py
+++ b/apps/scheduler/mcp/__init__.py
@@ -1,8 +1,8 @@
 # Copyright (c) Huawei Technologies Co., Ltd. 2023-2025. All rights reserved.
 """Scheduler MCP 模块"""
 
-from apps.scheduler.mcp.host import MCPHost
-from apps.scheduler.mcp.plan import MCPPlanner
-from apps.scheduler.mcp.select import MCPSelector
+from .host import MCPHost
+from .plan import MCPPlanner
+from .select import MCPSelector
 
 __all__ = ["MCPHost", "MCPPlanner", "MCPSelector"]
diff --git a/apps/scheduler/mcp/host.py b/apps/scheduler/mcp/host.py
index b1a56683a8cb48c0b6625e67200fd12b3a48fb9e..78aa7bc3ee869e8710e1fb02a2d9fb438d04be34 100644
--- a/apps/scheduler/mcp/host.py
+++ b/apps/scheduler/mcp/host.py
@@ -108,7 +108,7 @@ class MCPHost:
             step_id=tool.name,
             step_name=tool.name,
             # description是规划的实际内容
-            step_description=plan_item.plan,
+            step_description=plan_item.content,
             status=StepStatus.SUCCESS,
             input_data=input_data,
             output_data=output_data,
diff --git a/apps/scheduler/mcp/plan.py b/apps/scheduler/mcp/plan.py
index cd4f5975eea3f023a92626966081c2d1eb33bdb7..50224567ed9e4f0081d7a55f324f76fd7894ff6b 100644
--- a/apps/scheduler/mcp/plan.py
+++ b/apps/scheduler/mcp/plan.py
@@ -6,9 +6,10 @@ from jinja2.sandbox import SandboxedEnvironment
 
 from apps.llm.function import JsonGenerator
 from apps.llm.reasoning import ReasoningLLM
-from apps.scheduler.mcp.prompt import CREATE_PLAN, FINAL_ANSWER
 from apps.schemas.mcp import MCPPlan, MCPTool
 
+from .prompt import CREATE_PLAN, FINAL_ANSWER
+
 
 class MCPPlanner:
     """MCP 用户目标拆解与规划"""
diff --git a/apps/scheduler/mcp/prompt.py b/apps/scheduler/mcp/prompt.py
index d6d8243ba053f6ce99647a6ac7690e44171818c5..b322fb0883e8ed935243389cb86066845a549631 100644
--- a/apps/scheduler/mcp/prompt.py
+++ b/apps/scheduler/mcp/prompt.py
@@ -197,7 +197,7 @@ EVALUATE_PLAN = dedent(r"""
     ```json
     {
         "evaluation": "评估结果",
-        "plan": [
+        "plans": [
             {
                 "content": "改进后的计划内容",
                 "tool": "工具ID",
diff --git a/apps/scheduler/mcp/select.py b/apps/scheduler/mcp/select.py
index 2ff5034471c5e9c38f166c6187b76dfb4596f734..e3b5af84e6f947747e2975f85b757ed17d1c219a 100644
--- a/apps/scheduler/mcp/select.py
+++ b/apps/scheduler/mcp/select.py
@@ -11,15 +11,14 @@ from apps.common.mongo import MongoDB
 from apps.llm.embedding import Embedding
 from apps.llm.function import FunctionLLM
 from apps.llm.reasoning import ReasoningLLM
-from apps.scheduler.mcp.prompt import (
-    MCP_SELECT,
-)
 from apps.schemas.mcp import (
     MCPCollection,
     MCPSelectResult,
     MCPTool,
 )
 
+from .prompt import MCP_SELECT
+
 logger = logging.getLogger(__name__)
 
 
diff --git a/apps/scheduler/mcp_agent/agent/base.py b/apps/scheduler/mcp_agent/agent/base.py
index eccb58a9ce8466f67ac76040a53469edac455109..69b06bc3ac26c3318d9e0212febf9cff7d8467ef 100644
--- a/apps/scheduler/mcp_agent/agent/base.py
+++ b/apps/scheduler/mcp_agent/agent/base.py
@@ -6,10 +6,10 @@ from contextlib import asynccontextmanager
 from pydantic import BaseModel, Field, model_validator
 
 from apps.common.queue import MessageQueue
-from apps.schemas.enum_var import AgentState
-from apps.schemas.task import Task
 from apps.llm.reasoning import ReasoningLLM
 from apps.scheduler.mcp_agent.schema import Memory, Message, Role
+from apps.schemas.enum_var import AgentState
+from apps.schemas.task import Task
 from apps.services.activity import Activity
 
 logger = logging.getLogger(__name__)
diff --git a/apps/scheduler/mcp_agent/agent/mcp.py b/apps/scheduler/mcp_agent/agent/mcp.py
index 378da368aca02d0d628352fcc4816b98b2921d01..f309226321cd008ffaa0fc42f6878b76e5ea916f 100644
--- a/apps/scheduler/mcp_agent/agent/mcp.py
+++ b/apps/scheduler/mcp_agent/agent/mcp.py
@@ -4,9 +4,10 @@ import logging
 from pydantic import Field
 
 from apps.scheduler.mcp.host import MCPHost
-from apps.scheduler.mcp_agent.agent.toolcall import ToolCallAgent
 from apps.scheduler.mcp_agent.tool import Terminate, ToolCollection
 
+from .toolcall import ToolCallAgent
+
 logger = logging.getLogger(__name__)
 
 
diff --git a/apps/scheduler/mcp_agent/agent/react.py b/apps/scheduler/mcp_agent/agent/react.py
index b56efd8b195eb36c4d5718711cc5f07b5a49812f..15dcaac3276f8f3c0468c800c4f68323eb50038e 100644
--- a/apps/scheduler/mcp_agent/agent/react.py
+++ b/apps/scheduler/mcp_agent/agent/react.py
@@ -2,10 +2,11 @@ from abc import ABC, abstractmethod
 
 from pydantic import Field
 
-from apps.schemas.enum_var import AgentState
 from apps.llm.reasoning import ReasoningLLM
-from apps.scheduler.mcp_agent.agent.base import BaseAgent
 from apps.scheduler.mcp_agent.schema import Memory
+from apps.schemas.enum_var import AgentState
+
+from .base import BaseAgent
 
 
 class ReActAgent(BaseAgent, ABC):
diff --git a/apps/scheduler/mcp_agent/agent/toolcall.py b/apps/scheduler/mcp_agent/agent/toolcall.py
index 1e22099ce1d2e2f2f54a3bc018511acf887a91a1..dc00ebef3b39f34e29434febddba8e5606178410 100644
--- a/apps/scheduler/mcp_agent/agent/toolcall.py
+++ b/apps/scheduler/mcp_agent/agent/toolcall.py
@@ -5,12 +5,12 @@ from typing import Any, Optional
 
 from pydantic import Field
 
-from apps.schemas.enum_var import AgentState
 from apps.llm.function import JsonGenerator
 from apps.llm.patterns import Select
 from apps.scheduler.mcp_agent.agent.react import ReActAgent
 from apps.scheduler.mcp_agent.schema import Function, Message, ToolCall
 from apps.scheduler.mcp_agent.tool import Terminate, ToolCollection
+from apps.schemas.enum_var import AgentState
 
 logger = logging.getLogger(__name__)
 
diff --git a/apps/scheduler/pool/check.py b/apps/scheduler/pool/check.py
index 3a76f6c65a50a0b5364d8fc3498717a9c06e346a..b3cf1852b2d01982d4932296b49ec56cfc6853d2 100644
--- a/apps/scheduler/pool/check.py
+++ b/apps/scheduler/pool/check.py
@@ -6,7 +6,7 @@ from hashlib import sha256
 
 from anyio import Path
 
-from apps.common.config import Config
+from apps.common.config import config
 from apps.common.mongo import MongoDB
 from apps.schemas.enum_var import MetadataType
 
@@ -19,7 +19,7 @@ class FileChecker:
     def __init__(self) -> None:
         """初始化文件检查器"""
         self.hashes = {}
-        self._dir_path = Path(Config().get_config().deploy.data_dir) / "semantics"
+        self._dir_path = Path(config.deploy.data_dir) / "semantics"
 
     async def check_one(self, path: Path) -> dict[str, str]:
         """检查单个App/Service文件是否有变动"""
@@ -44,7 +44,7 @@ class FileChecker:
     async def diff_one(self, path: Path, previous_hashes: dict[str, str] | None = None) -> bool:
         """检查文件是否发生变化"""
         self._resource_path = path
-        semantics_path = Path(Config().get_config().deploy.data_dir) / "semantics"
+        semantics_path = Path(config.deploy.data_dir) / "semantics"
         path_diff = self._resource_path.relative_to(semantics_path)
         self.hashes[path_diff.as_posix()] = await self.check_one(path)
         return self.hashes[path_diff.as_posix()] != previous_hashes
@@ -54,10 +54,10 @@ class FileChecker:
         """生成更新列表和删除列表"""
         if check_type == MetadataType.APP:
             collection = MongoDB().get_collection("app")
-            self._dir_path = Path(Config().get_config().deploy.data_dir) / "semantics" / "app"
+            self._dir_path = Path(config.deploy.data_dir) / "semantics" / "app"
         elif check_type == MetadataType.SERVICE:
             collection = MongoDB().get_collection("service")
-            self._dir_path = Path(Config().get_config().deploy.data_dir) / "semantics" / "service"
+            self._dir_path = Path(config.deploy.data_dir) / "semantics" / "service"
 
         changed_list = []
         deleted_list = []
diff --git a/apps/scheduler/pool/loader/__init__.py b/apps/scheduler/pool/loader/__init__.py
index 4f229a1320062479b989ffd0c87437bec3ca9863..c78ef6c4cd93ab9915d0d13cf8db8ae16a0bb3f3 100644
--- a/apps/scheduler/pool/loader/__init__.py
+++ b/apps/scheduler/pool/loader/__init__.py
@@ -1,11 +1,11 @@
 # Copyright (c) Huawei Technologies Co., Ltd. 2023-2025. All rights reserved.
 """配置加载器"""
 
-from apps.scheduler.pool.loader.app import AppLoader
-from apps.scheduler.pool.loader.call import CallLoader
-from apps.scheduler.pool.loader.flow import FlowLoader
-from apps.scheduler.pool.loader.mcp import MCPLoader
-from apps.scheduler.pool.loader.service import ServiceLoader
+from .app import AppLoader
+from .call import CallLoader
+from .flow import FlowLoader
+from .mcp import MCPLoader
+from .service import ServiceLoader
 
 __all__ = [
     "AppLoader",
diff --git a/apps/scheduler/pool/loader/app.py b/apps/scheduler/pool/loader/app.py
index a85395bfc7723af9d009a1945fe4617cf390b938..50d571e92c79671963470b4f9f5aa6d2ff841b4e 100644
--- a/apps/scheduler/pool/loader/app.py
+++ b/apps/scheduler/pool/loader/app.py
@@ -7,18 +7,19 @@ import shutil
 from anyio import Path
 from fastapi.encoders import jsonable_encoder
 
-from apps.common.config import Config
+from apps.common.config import config
+from apps.common.mongo import MongoDB
+from apps.scheduler.pool.check import FileChecker
 from apps.schemas.agent import AgentAppMetadata
 from apps.schemas.enum_var import AppType
 from apps.schemas.flow import AppFlow, AppMetadata, MetadataType, Permission
 from apps.schemas.pool import AppPool
-from apps.common.mongo import MongoDB
-from apps.scheduler.pool.check import FileChecker
-from apps.scheduler.pool.loader.flow import FlowLoader
-from apps.scheduler.pool.loader.metadata import MetadataLoader
+
+from .flow import FlowLoader
+from .metadata import MetadataLoader
 
 logger = logging.getLogger(__name__)
-BASE_PATH = Path(Config().get_config().deploy.data_dir) / "semantics" / "app"
+BASE_PATH = Path(config.deploy.data_dir) / "semantics" / "app"
 
 
 class AppLoader:
diff --git a/apps/scheduler/pool/loader/call.py b/apps/scheduler/pool/loader/call.py
index 2834487860a5f8cad1c33723ac5add4976160b57..fb1b36af40798d2214e6c6a1ac3b06c45e16ad21 100644
--- a/apps/scheduler/pool/loader/call.py
+++ b/apps/scheduler/pool/loader/call.py
@@ -9,17 +9,17 @@ from hashlib import shake_128
 from pathlib import Path
 
 import apps.scheduler.call as system_call
-from apps.common.config import Config
+from apps.common.config import config
+from apps.common.lance import LanceDB
+from apps.common.mongo import MongoDB
 from apps.common.singleton import SingletonMeta
+from apps.llm.embedding import Embedding
+from apps.models.vector import CallPoolVector
 from apps.schemas.enum_var import CallType
 from apps.schemas.pool import CallPool, NodePool
-from apps.models.vector import CallPoolVector
-from apps.llm.embedding import Embedding
-from apps.common.lance import LanceDB
-from apps.common.mongo import MongoDB
 
 logger = logging.getLogger(__name__)
-BASE_PATH = Path(Config().get_config().deploy.data_dir) / "semantics" / "call"
+BASE_PATH = Path(config.deploy.data_dir) / "semantics" / "call"
 
 
 class CallLoader(metaclass=SingletonMeta):
diff --git a/apps/scheduler/pool/loader/flow.py b/apps/scheduler/pool/loader/flow.py
index 57344d40a5c1aba0454a7f00fffcfbf5a93ee221..1f7e13ab51e65d07ed1953aabc17cc6b286806f2 100644
--- a/apps/scheduler/pool/loader/flow.py
+++ b/apps/scheduler/pool/loader/flow.py
@@ -1,7 +1,6 @@
 # Copyright (c) Huawei Technologies Co., Ltd. 2023-2025. All rights reserved.
 """Flow加载器"""
 
-import asyncio
 import logging
 from hashlib import sha256
 from typing import Any
@@ -10,19 +9,20 @@ import aiofiles
 import yaml
 from anyio import Path
 
-from apps.common.config import Config
+from apps.common.config import config
+from apps.common.mongo import MongoDB
+from apps.llm.embedding import Embedding
+from apps.scheduler.util import yaml_enum_presenter, yaml_str_presenter
 from apps.schemas.enum_var import EdgeType
 from apps.schemas.flow import AppFlow, Flow
 from apps.schemas.pool import AppPool
 from apps.models.vector import FlowPoolVector
-from apps.llm.embedding import Embedding
 from apps.services.node import NodeManager
 from apps.common.lance import LanceDB
-from apps.common.mongo import MongoDB
-from apps.scheduler.util import yaml_enum_presenter, yaml_str_presenter
 
 logger = logging.getLogger(__name__)
-BASE_PATH = Path(Config().get_config().deploy.data_dir) / "semantics" / "app"
+BASE_PATH = Path(config.deploy.data_dir) / "semantics" / "app"
+
 
 class FlowLoader:
     """工作流加载器"""
@@ -190,7 +190,7 @@ class FlowLoader:
         logger.warning("[FlowLoader] 工作流文件不存在或不是文件：%s", flow_path)
         return True
 
-    async def _update_db(self, app_id: str, metadata: AppFlow) -> None:  # noqa: C901
+    async def _update_db(self, app_id: str, metadata: AppFlow) -> None:
         """更新数据库"""
         try:
             app_collection = MongoDB().get_collection("app")
diff --git a/apps/scheduler/pool/loader/metadata.py b/apps/scheduler/pool/loader/metadata.py
index c5c38cd95ae9c4b686c7709544efe8c9595793ad..002fa45ae4ef4d508b3b3803fa88a29861e095de 100644
--- a/apps/scheduler/pool/loader/metadata.py
+++ b/apps/scheduler/pool/loader/metadata.py
@@ -8,17 +8,17 @@ import yaml
 from anyio import Path
 from fastapi.encoders import jsonable_encoder
 
-from apps.common.config import Config
+from apps.common.config import config
+from apps.scheduler.util import yaml_str_presenter
 from apps.schemas.agent import AgentAppMetadata
 from apps.schemas.enum_var import AppType, MetadataType
 from apps.schemas.flow import (
     AppMetadata,
     ServiceMetadata,
 )
-from apps.scheduler.util import yaml_str_presenter
 
 logger = logging.getLogger(__name__)
-BASE_PATH = Path(Config().get_config().deploy.data_dir) / "semantics"
+BASE_PATH = Path(config.deploy.data_dir) / "semantics"
 
 
 class MetadataLoader:
diff --git a/apps/scheduler/pool/loader/service.py b/apps/scheduler/pool/loader/service.py
index 2b9060461fc0f3baaece19e88c71776449e9752a..2e640e50ce040d76e86fbcdabb1d32e3e04f2686 100644
--- a/apps/scheduler/pool/loader/service.py
+++ b/apps/scheduler/pool/loader/service.py
@@ -8,19 +8,20 @@ import shutil
 from anyio import Path
 from fastapi.encoders import jsonable_encoder
 
-from apps.common.config import Config
-from apps.schemas.flow import Permission, ServiceMetadata
-from apps.schemas.pool import NodePool, ServicePool
-from apps.models.vector import NodePoolVector, ServicePoolVector
-from apps.llm.embedding import Embedding
+from apps.common.config import config
 from apps.common.lance import LanceDB
 from apps.common.mongo import MongoDB
+from apps.llm.embedding import Embedding
+from apps.models.vector import NodePoolVector, ServicePoolVector
 from apps.scheduler.pool.check import FileChecker
-from apps.scheduler.pool.loader.metadata import MetadataLoader, MetadataType
-from apps.scheduler.pool.loader.openapi import OpenAPILoader
+from apps.schemas.flow import Permission, ServiceMetadata
+from apps.schemas.pool import NodePool, ServicePool
+
+from .metadata import MetadataLoader, MetadataType
+from .openapi import OpenAPILoader
 
 logger = logging.getLogger(__name__)
-BASE_PATH = Path(Config().get_config().deploy.data_dir) / "semantics" / "service"
+BASE_PATH = Path(config.deploy.data_dir) / "semantics" / "service"
 
 
 class ServiceLoader:
diff --git a/apps/scheduler/pool/pool.py b/apps/scheduler/pool/pool.py
index 7710d24dc102fe02c06d8cbc14f126bd088db2d4..94e6b5eb6058effc1af2035807c5903bbb0dea76 100644
--- a/apps/scheduler/pool/pool.py
+++ b/apps/scheduler/pool/pool.py
@@ -7,19 +7,20 @@ from typing import Any
 
 from anyio import Path
 
-from apps.common.config import Config
+from apps.common.config import config
 from apps.common.mongo import MongoDB
-from apps.scheduler.pool.check import FileChecker
-from apps.scheduler.pool.loader import (
+from apps.schemas.enum_var import MetadataType
+from apps.schemas.flow import Flow
+from apps.schemas.pool import AppFlow, CallPool
+
+from .check import FileChecker
+from .loader import (
     AppLoader,
     CallLoader,
     FlowLoader,
     MCPLoader,
     ServiceLoader,
 )
-from apps.schemas.enum_var import MetadataType
-from apps.schemas.flow import Flow
-from apps.schemas.pool import AppFlow, CallPool
 
 logger = logging.getLogger(__name__)
 
@@ -42,7 +43,7 @@ class Pool:
 
         :return: 无
         """
-        root_dir = Config().get_config().deploy.data_dir.rstrip("/") + "/semantics/"
+        root_dir = config.deploy.data_dir.rstrip("/") + "/semantics/"
         if not await Path(root_dir + "app").exists() or not await Path(root_dir + "app").is_dir():
             logger.warning("[Pool] App目录%s不存在，创建中", root_dir + "app")
             await Path(root_dir + "app").unlink(missing_ok=True)
diff --git a/apps/scheduler/scheduler/message.py b/apps/scheduler/scheduler/message.py
index 3012d75e1e63feb0d1aa5f2eea6962e46f33f24c..9b4fccadf46e0a488537eace1c9442f5f1075564 100644
--- a/apps/scheduler/scheduler/message.py
+++ b/apps/scheduler/scheduler/message.py
@@ -5,7 +5,7 @@ import logging
 from datetime import UTC, datetime
 from textwrap import dedent
 
-from apps.common.config import Config
+from apps.common.config import config
 from apps.common.queue import MessageQueue
 from apps.schemas.collection import LLM, Document
 from apps.schemas.enum_var import EventType
@@ -31,14 +31,14 @@ async def push_init_message(
     # 组装feature
     if is_flow:
         feature = InitContentFeature(
-            maxTokens=Config().get_config().llm.max_tokens or 0,
+            maxTokens=config.llm.max_tokens or 0,
             contextNum=context_num,
             enableFeedback=False,
             enableRegenerate=False,
         )
     else:
         feature = InitContentFeature(
-            maxTokens=Config().get_config().llm.max_tokens or 0,
+            maxTokens=config.llm.max_tokens or 0,
             contextNum=context_num,
             enableFeedback=True,
             enableRegenerate=True,
diff --git a/apps/scheduler/scheduler/scheduler.py b/apps/scheduler/scheduler/scheduler.py
index 39244160cc77f1b32c3bc12f87ddb88d9340e158..82281b7f1e80bcacec0b058ce3678204689450e3 100644
--- a/apps/scheduler/scheduler/scheduler.py
+++ b/apps/scheduler/scheduler/scheduler.py
@@ -4,7 +4,7 @@
 import logging
 from datetime import UTC, datetime
 
-from apps.common.config import Config
+from apps.common.config import config
 from apps.common.mongo import MongoDB
 from apps.common.queue import MessageQueue
 from apps.scheduler.executor.agent import MCPAgentExecutor
@@ -60,10 +60,10 @@ class Scheduler:
                 llm = LLM(
                     _id="empty",
                     user_sub=self.task.ids.user_sub,
-                    openai_base_url=Config().get_config().llm.endpoint,
-                    openai_api_key=Config().get_config().llm.key,
-                    model_name=Config().get_config().llm.model,
-                    max_tokens=Config().get_config().llm.max_tokens,
+                    openai_base_url=config.llm.endpoint,
+                    openai_api_key=config.llm.key,
+                    model_name=config.llm.model,
+                    max_tokens=config.llm.max_tokens,
                 )
             else:
                 llm = await LLMManager.get_llm_by_id(self.task.ids.user_sub, llm_id)
diff --git a/apps/scheduler/slot/parser/__init__.py b/apps/scheduler/slot/parser/__init__.py
index 81ae4413f3b2855b282d38fd770059b29370dfb2..7d4a577cf41fb782ab4fb779ccbaf0469f2ca9dd 100644
--- a/apps/scheduler/slot/parser/__init__.py
+++ b/apps/scheduler/slot/parser/__init__.py
@@ -1,10 +1,10 @@
 # Copyright (c) Huawei Technologies Co., Ltd. 2023-2025. All rights reserved.
 """Slot处理模块"""
 
-from apps.scheduler.slot.parser.const import SlotConstParser
-from apps.scheduler.slot.parser.date import SlotDateParser
-from apps.scheduler.slot.parser.default import SlotDefaultParser
-from apps.scheduler.slot.parser.timestamp import SlotTimestampParser
+from .const import SlotConstParser
+from .date import SlotDateParser
+from .default import SlotDefaultParser
+from .timestamp import SlotTimestampParser
 
 __all__ = [
     "SlotConstParser",
diff --git a/apps/scheduler/slot/slot.py b/apps/scheduler/slot/slot.py
index 4caab4d2dc945ec5ac14b7769770f94c39980a9f..1b372e9edf5f97aa498655588a5b584aa3da9d9a 100644
--- a/apps/scheduler/slot/slot.py
+++ b/apps/scheduler/slot/slot.py
@@ -12,13 +12,13 @@ from jsonschema.exceptions import ValidationError
 from jsonschema.protocols import Validator
 from jsonschema.validators import extend
 
-from apps.scheduler.slot.parser import (
+from .parser import (
     SlotConstParser,
     SlotDateParser,
     SlotDefaultParser,
     SlotTimestampParser,
 )
-from apps.scheduler.slot.util import escape_path, patch_json
+from .util import escape_path, patch_json
 
 logger = logging.getLogger(__name__)
 
diff --git a/apps/schemas/agent.py b/apps/schemas/agent.py
index b52f5e1c3315fb873acddb2bcc4e27937498d561..2c6c5f23454f5970db66849954299beea6c7b55c 100644
--- a/apps/schemas/agent.py
+++ b/apps/schemas/agent.py
@@ -3,11 +3,11 @@
 
 from pydantic import Field
 
-from apps.schemas.enum_var import (
+from .enum_var import (
     AppType,
     MetadataType,
 )
-from apps.schemas.flow import MetadataBase, Permission
+from .flow import MetadataBase, Permission
 
 
 class AgentAppMetadata(MetadataBase):
diff --git a/apps/schemas/api_key.py b/apps/schemas/api_key.py
index f486a125c99af77ebca9a42867214af1e714f84b..9f0083c33267b372078dfbf7503ac3a9ee3aab31 100644
--- a/apps/schemas/api_key.py
+++ b/apps/schemas/api_key.py
@@ -3,7 +3,7 @@
 
 from pydantic import BaseModel
 
-from apps.schemas.response_data import ResponseData
+from .response_data import ResponseData
 
 
 class _GetAuthKeyMsg(BaseModel):
diff --git a/apps/schemas/appcenter.py b/apps/schemas/appcenter.py
index a89f39df18083d90b988cc764c0e88f90500d1f3..42bb1d482d9abf55f22c352c0dab78662ff0f9cf 100644
--- a/apps/schemas/appcenter.py
+++ b/apps/schemas/appcenter.py
@@ -3,7 +3,7 @@
 
 from pydantic import BaseModel, Field
 
-from apps.schemas.enum_var import AppType, PermissionType
+from .enum_var import AppType, PermissionType
 
 
 class AppCenterCardItem(BaseModel):
diff --git a/apps/schemas/collection.py b/apps/schemas/collection.py
index 1d6aa097da435e611a794f3a7d93fa2da3f37861..ae2b452fadcc662e99c0eadd2d9a26724fe906ff 100644
--- a/apps/schemas/collection.py
+++ b/apps/schemas/collection.py
@@ -6,7 +6,7 @@ from datetime import UTC, datetime
 
 from pydantic import BaseModel, Field
 
-from apps.common.config import Config
+from apps.common.config import config
 from apps.constants import NEW_CHAT
 from apps.templates.generate_llm_operator_config import llm_provider_dict
 
@@ -73,10 +73,10 @@ class LLM(BaseModel):
     id: str = Field(default_factory=lambda: str(uuid.uuid4()), alias="_id")
     user_sub: str = Field(default="", description="用户ID")
     icon: str = Field(default=llm_provider_dict["ollama"]["icon"], description="图标")
-    openai_base_url: str = Field(default=Config().get_config().llm.endpoint)
-    openai_api_key: str = Field(default=Config().get_config().llm.key)
-    model_name: str = Field(default=Config().get_config().llm.model)
-    max_tokens: int | None = Field(default=Config().get_config().llm.max_tokens)
+    openai_base_url: str = Field(default=config.llm.endpoint)
+    openai_api_key: str = Field(default=config.llm.key)
+    model_name: str = Field(default=config.llm.model)
+    max_tokens: int | None = Field(default=config.llm.max_tokens)
     created_at: float = Field(default_factory=lambda: round(datetime.now(tz=UTC).timestamp(), 3))
 
 
@@ -84,7 +84,7 @@ class LLMItem(BaseModel):
     """大模型信息"""
 
     llm_id: str = Field(default="empty")
-    model_name: str = Field(default=Config().get_config().llm.model)
+    model_name: str = Field(default=config.llm.model)
     icon: str = Field(default=llm_provider_dict["ollama"]["icon"])
 
 
diff --git a/apps/schemas/config.py b/apps/schemas/config.py
index b88a81f1afb018663713a3bf4c0b9b62436e59d4..eb0ad66bf8db103a5c74523c31b09720eeb446a7 100644
--- a/apps/schemas/config.py
+++ b/apps/schemas/config.py
@@ -77,6 +77,16 @@ class MongoDBConfig(BaseModel):
     database: str = Field(description="MongoDB数据库名")
 
 
+class PostgresConfig(BaseModel):
+    """Postgres配置"""
+
+    host: str = Field(description="Postgres主机名")
+    port: int = Field(description="Postgres端口号", default=5432)
+    user: str = Field(description="Postgres用户名")
+    password: str = Field(description="Postgres密码")
+    database: str = Field(description="Postgres数据库名")
+
+
 class LLMConfig(BaseModel):
     """LLM配置"""
 
@@ -130,6 +140,7 @@ class ConfigModel(BaseModel):
     fastapi: FastAPIConfig
     minio: MinioConfig
     mongodb: MongoDBConfig
+    postgres: PostgresConfig
     llm: LLMConfig
     function_call: FunctionCallConfig
     security: SecurityConfig
diff --git a/apps/schemas/enum_var.py b/apps/schemas/enum_var.py
index 9a20ba84d4805bcd502d9d4ca0f9ba3c49a7bb4c..9f171f7bc96d1c8e66e21437bf420d388149de1f 100644
--- a/apps/schemas/enum_var.py
+++ b/apps/schemas/enum_var.py
@@ -34,7 +34,7 @@ class EventType(str, Enum):
     """事件类型"""
 
     HEARTBEAT = "heartbeat"
-    INIT = "init",
+    INIT = "init"
     TEXT_ADD = "text.add"
     GRAPH = "graph"
     DOCUMENT_ADD = "document.add"
diff --git a/apps/schemas/flow.py b/apps/schemas/flow.py
index 2646d04390099fd92988d78c00d1b1471780d6a9..542f7407417c67428208307344f85a7e70e208d9 100644
--- a/apps/schemas/flow.py
+++ b/apps/schemas/flow.py
@@ -5,14 +5,14 @@ from typing import Any
 
 from pydantic import BaseModel, Field
 
-from apps.schemas.appcenter import AppLink
-from apps.schemas.enum_var import (
+from .appcenter import AppLink
+from .enum_var import (
     AppType,
     EdgeType,
     MetadataType,
     PermissionType,
 )
-from apps.schemas.flow_topology import PositionItem
+from .flow_topology import PositionItem
 
 
 class Edge(BaseModel):
diff --git a/apps/schemas/flow_topology.py b/apps/schemas/flow_topology.py
index d0ab666a9902ec7e0d81bb922f973d655f29eaf2..17f4baba2b083bfb689b71e75996fe8cb7e6dc61 100644
--- a/apps/schemas/flow_topology.py
+++ b/apps/schemas/flow_topology.py
@@ -5,7 +5,7 @@ from typing import Any
 
 from pydantic import BaseModel, Field
 
-from apps.schemas.enum_var import EdgeType
+from .enum_var import EdgeType
 
 
 class NodeMetaDataItem(BaseModel):
diff --git a/apps/schemas/mcp.py b/apps/schemas/mcp.py
index 4d80cfc5d5c92bf98cbf305c00753950fbfe0244..44021b0ed5f5f6c372ac0a472bb3ac28ff5bbddb 100644
--- a/apps/schemas/mcp.py
+++ b/apps/schemas/mcp.py
@@ -118,7 +118,7 @@ class MCPToolSelectResult(BaseModel):
 class MCPPlanItem(BaseModel):
     """MCP 计划"""
 
-    plan: str = Field(description="计划内容")
+    content: str = Field(description="计划内容")
     tool: str = Field(description="工具名称")
     instruction: str = Field(description="工具指令")
 
diff --git a/apps/schemas/message.py b/apps/schemas/message.py
index 0d9ea7ce76767d7374bdb7fef5273b4cba2ccc0c..180a5f46dfc2cd2d51925f840ce704ab5861a651 100644
--- a/apps/schemas/message.py
+++ b/apps/schemas/message.py
@@ -5,8 +5,8 @@ from typing import Any
 
 from pydantic import BaseModel, Field
 
-from apps.schemas.enum_var import EventType, StepStatus
-from apps.schemas.record import RecordMetadata
+from .enum_var import EventType, StepStatus
+from .record import RecordMetadata
 
 
 class HeartbeatData(BaseModel):
diff --git a/apps/schemas/node.py b/apps/schemas/node.py
index 6c4823db5fa765c287a4c8e370272ab434c96450..2803bc909950c4b418a4f74a750aa782c361e8fd 100644
--- a/apps/schemas/node.py
+++ b/apps/schemas/node.py
@@ -5,7 +5,7 @@ from typing import Any
 
 from pydantic import BaseModel, Field
 
-from apps.schemas.pool import NodePool
+from .pool import NodePool
 
 
 class APINodeInput(BaseModel):
diff --git a/apps/schemas/pool.py b/apps/schemas/pool.py
index 27e16b370ec83acc11e1f435ac1da296fe2a9560..0e9cef22d165e7f0fd7c29cdfd2a401293dc73e8 100644
--- a/apps/schemas/pool.py
+++ b/apps/schemas/pool.py
@@ -6,9 +6,9 @@ from typing import Any
 
 from pydantic import BaseModel, Field
 
-from apps.schemas.appcenter import AppLink
-from apps.schemas.enum_var import AppType, CallType, PermissionType
-from apps.schemas.flow import AppFlow, Permission
+from .appcenter import AppLink
+from .enum_var import AppType, CallType, PermissionType
+from .flow import AppFlow, Permission
 
 
 class BaseData(BaseModel):
diff --git a/apps/schemas/record.py b/apps/schemas/record.py
index 505699c4e8c1039a0019d00d0b7491af20137105..d6117d8c18997d056404e2f4958cc0e82bccfaf3 100644
--- a/apps/schemas/record.py
+++ b/apps/schemas/record.py
@@ -7,10 +7,10 @@ from typing import Any, Literal
 
 from pydantic import BaseModel, Field
 
-from apps.schemas.collection import (
+from .collection import (
     Document,
 )
-from apps.schemas.enum_var import CommentType, StepStatus
+from .enum_var import CommentType, StepStatus
 
 
 class RecordDocument(Document):
diff --git a/apps/schemas/request_data.py b/apps/schemas/request_data.py
index 2305dd93dfe33969691dcc42928e578e7f1c4207..e5bd09cfe27256357e370e9dd00aaa1ef4795df2 100644
--- a/apps/schemas/request_data.py
+++ b/apps/schemas/request_data.py
@@ -5,11 +5,12 @@ from typing import Any
 
 from pydantic import BaseModel, Field
 
-from apps.common.config import Config
-from apps.schemas.appcenter import AppData
-from apps.schemas.enum_var import CommentType
-from apps.schemas.flow_topology import FlowItem
-from apps.schemas.mcp import MCPType
+from apps.common.config import config
+
+from .appcenter import AppData
+from .enum_var import CommentType
+from .flow_topology import FlowItem
+from .mcp import MCPType
 
 
 class RequestDataApp(BaseModel):
@@ -32,7 +33,7 @@ class MockRequestData(BaseModel):
 class RequestDataFeatures(BaseModel):
     """POST /api/chat的features字段数据"""
 
-    max_tokens: int | None = Field(default=Config().get_config().llm.max_tokens, description="最大生成token数")
+    max_tokens: int | None = Field(default=config.llm.max_tokens, description="最大生成token数")
     context_num: int = Field(default=5, description="上下文消息数量", le=10, ge=0)
 
 
diff --git a/apps/schemas/response_data.py b/apps/schemas/response_data.py
index b2a1872918638b153e1e94ff4db85ef00cfc0502..5ee70a83d696efba1b50cedcf07e4753d1ec1f1a 100644
--- a/apps/schemas/response_data.py
+++ b/apps/schemas/response_data.py
@@ -5,19 +5,20 @@ from typing import Any
 
 from pydantic import BaseModel, Field
 
-from apps.schemas.appcenter import AppCenterCardItem, AppData
-from apps.schemas.collection import Blacklist, Document
-from apps.schemas.enum_var import DocumentStatus
-from apps.schemas.flow_topology import (
+from apps.templates.generate_llm_operator_config import llm_provider_dict
+
+from .appcenter import AppCenterCardItem, AppData
+from .collection import Blacklist, Document
+from .enum_var import DocumentStatus
+from .flow_topology import (
     FlowItem,
     NodeMetaDataItem,
     NodeServiceItem,
     PositionItem,
 )
-from apps.schemas.mcp import MCPInstallStatus, MCPTool, MCPType
-from apps.schemas.record import RecordData
-from apps.schemas.user import UserInfo
-from apps.templates.generate_llm_operator_config import llm_provider_dict
+from .mcp import MCPInstallStatus, MCPTool, MCPType
+from .record import RecordData
+from .user import UserInfo
 
 
 class ResponseData(BaseModel):
diff --git a/apps/schemas/scheduler.py b/apps/schemas/scheduler.py
index 38fd94ad4db6cff189e79f4abaec3448c97d45ec..2eb4cb84a83f9f71a30b85ffa4578826558c013c 100644
--- a/apps/schemas/scheduler.py
+++ b/apps/schemas/scheduler.py
@@ -5,8 +5,8 @@ from typing import Any
 
 from pydantic import BaseModel, Field
 
-from apps.schemas.enum_var import CallOutputType
-from apps.schemas.task import FlowStepHistory
+from .enum_var import CallOutputType
+from .task import FlowStepHistory
 
 
 class CallInfo(BaseModel):
diff --git a/apps/schemas/task.py b/apps/schemas/task.py
index 9d40a5d20edb33f36145acaa991a05e489c7f88d..2b43cd9b2f404fbb238535515ff95b0bbdad5619 100644
--- a/apps/schemas/task.py
+++ b/apps/schemas/task.py
@@ -7,8 +7,8 @@ from typing import Any
 
 from pydantic import BaseModel, Field
 
-from apps.schemas.enum_var import StepStatus
-from apps.schemas.flow import Step
+from .enum_var import StepStatus
+from .flow import Step
 
 
 class FlowStepHistory(BaseModel):
diff --git a/apps/scripts/delete_user.py b/apps/scripts/delete_user.py
index c3594a80824b3d45ec2f11fb36e20ae9c164eea5..7cc85a5406cae2b4c32906c9447b1a05c2a628f1 100644
--- a/apps/scripts/delete_user.py
+++ b/apps/scripts/delete_user.py
@@ -6,12 +6,12 @@ from datetime import UTC, datetime, timedelta
 
 import asyncer
 
+from apps.common.mongo import MongoDB
 from apps.schemas.collection import Audit
 from apps.services.audit_log import AuditLogManager
-from apps.services.user import UserManager
-from apps.services.session import SessionManager
-from apps.common.mongo import MongoDB
 from apps.services.knowledge_base import KnowledgeBaseService
+from apps.services.session import SessionManager
+from apps.services.user import UserManager
 
 logger = logging.getLogger(__name__)
 
diff --git a/apps/services/appcenter.py b/apps/services/appcenter.py
index e256ab55ab13bf8c5b9e40cb36a3c616a1d39596..85a5505ff31b1a0ede6501204d12ba3989dd568e 100644
--- a/apps/services/appcenter.py
+++ b/apps/services/appcenter.py
@@ -17,8 +17,9 @@ from apps.schemas.enum_var import AppFilterType, AppType, PermissionType
 from apps.schemas.flow import AppMetadata, MetadataType, Permission
 from apps.schemas.pool import AppPool
 from apps.schemas.response_data import RecentAppList, RecentAppListItem
-from apps.services.flow import FlowManager
-from apps.services.mcp_service import MCPServiceManager
+
+from .flow import FlowManager
+from .mcp_service import MCPServiceManager
 
 logger = logging.getLogger(__name__)
 
diff --git a/apps/services/conversation.py b/apps/services/conversation.py
index 4bcade45c757ea2b3dca6c58863b2852af98c15b..9e4f97454213feca8be1f1bd125a79a9298c762e 100644
--- a/apps/services/conversation.py
+++ b/apps/services/conversation.py
@@ -6,14 +6,15 @@ import uuid
 from datetime import UTC, datetime
 from typing import Any
 
-from apps.common.config import Config
+from apps.common.config import config
 from apps.common.mongo import MongoDB
 from apps.schemas.collection import Conversation, KnowledgeBaseItem, LLMItem
-from apps.services.knowledge import KnowledgeBaseManager
-from apps.services.llm import LLMManager
-from apps.services.task import TaskManager
 from apps.templates.generate_llm_operator_config import llm_provider_dict
 
+from .knowledge import KnowledgeBaseManager
+from .llm import LLMManager
+from .task import TaskManager
+
 logger = logging.getLogger(__name__)
 
 
@@ -46,7 +47,7 @@ class ConversationManager:
         if llm_id == "empty":
             llm_item = LLMItem(
                 llm_id="empty",
-                model_name=Config().get_config().llm.model,
+                model_name=config.llm.model,
                 icon=llm_provider_dict["ollama"]["icon"],
             )
         else:
diff --git a/apps/services/document.py b/apps/services/document.py
index be5393603e94aae2e08bb7a892d48d754c77b5bc..f4b4733c70939cc8ea46d05d262a90491d37a7df 100644
--- a/apps/services/document.py
+++ b/apps/services/document.py
@@ -15,8 +15,9 @@ from apps.schemas.collection import (
     Document,
 )
 from apps.schemas.record import RecordDocument, RecordGroup, RecordGroupDocument
-from apps.services.knowledge_base import KnowledgeBaseService
-from apps.services.session import SessionManager
+
+from .knowledge_base import KnowledgeBaseService
+from .session import SessionManager
 
 logger = logging.getLogger(__name__)
 
diff --git a/apps/services/flow.py b/apps/services/flow.py
index 9275fc60c75199e8e17ebcba8f164083190b7211..e9e9415e44a38fee41483b67d7d0fd781ddc45f6 100644
--- a/apps/services/flow.py
+++ b/apps/services/flow.py
@@ -19,7 +19,8 @@ from apps.schemas.flow_topology import (
     NodeServiceItem,
     PositionItem,
 )
-from apps.services.node import NodeManager
+
+from .node import NodeManager
 
 logger = logging.getLogger(__name__)
 
diff --git a/apps/services/flow_validate.py b/apps/services/flow_validate.py
index 78e8d340e955115a51e24ac8fc9081fd8ff00e7e..a4185c82938bb99bbf37ec4659f98fad0ca4f86d 100644
--- a/apps/services/flow_validate.py
+++ b/apps/services/flow_validate.py
@@ -3,11 +3,16 @@
 
 import collections
 import logging
+from typing import TYPE_CHECKING
 
 from apps.exceptions import FlowBranchValidationError, FlowEdgeValidationError, FlowNodeValidationError
+from apps.scheduler.pool.pool import Pool
 from apps.schemas.enum_var import NodeType
 from apps.schemas.flow_topology import EdgeItem, FlowItem, NodeItem
 
+if TYPE_CHECKING:
+    from pydantic import BaseModel
+
 logger = logging.getLogger(__name__)
 
 
@@ -36,18 +41,16 @@ class FlowService:
         node_branch_map = {}
         branch_illegal_chars = "."
         for node in flow_item.nodes:
-            from apps.scheduler.pool.pool import Pool
-            from pydantic import BaseModel
-            if node.node_id != 'start' and node.node_id != 'end' and node.node_id != 'Empty':
+            if node.node_id not in {"start", "end", "Empty"}:
                 try:
                     call_class: type[BaseModel] = await Pool().get_call(node.call_id)
                     if not call_class:
-                        node.node_id = 'Empty'
-                        node.description = '【对应的api工具被删除！节点不可用！请联系相关人员！】\n\n'+node.description
-                except Exception as e:
-                    node.node_id = 'Empty'
-                    node.description = '【对应的api工具被删除！节点不可用！请联系相关人员！】\n\n'+node.description
-                    logger.error(f"[FlowService] 获取步骤的call_id失败{node.call_id}由于：{e}")
+                        node.node_id = "Empty"
+                        node.description = "【对应的api工具被删除！节点不可用！请联系相关人员！】\n\n"+node.description
+                except Exception:
+                    node.node_id = "Empty"
+                    node.description = "【对应的api工具被删除！节点不可用！请联系相关人员！】\n\n"+node.description
+                    logger.exception("[FlowService] 获取步骤的call_id失败%s", node.call_id)
             node_branch_map[node.step_id] = set()
             if node.call_id == NodeType.CHOICE.value:
                 node.parameters = node.parameters["input_parameters"]
diff --git a/apps/services/knowledge.py b/apps/services/knowledge.py
index 377d65f0752ead59eee36002b71a60dd46eee486..876321dc70b460c708e641e081dc1db6d9690063 100644
--- a/apps/services/knowledge.py
+++ b/apps/services/knowledge.py
@@ -7,12 +7,13 @@ from typing import Any
 import httpx
 from fastapi import status
 
-from apps.common.config import Config
+from apps.common.config import config
 from apps.common.mongo import MongoDB
 from apps.schemas.collection import KnowledgeBaseItem
 from apps.schemas.response_data import KnowledgeBaseItem as KnowledgeBaseItemResponse
 from apps.schemas.response_data import TeamKnowledgeBaseItem
-from apps.services.session import SessionManager
+
+from .session import SessionManager
 
 logger = logging.getLogger(__name__)
 
@@ -55,7 +56,7 @@ class KnowledgeBaseManager:
         :return: 知识库列表
         """
         session_id = await SessionManager.get_session_by_user_sub(user_sub)
-        url = Config().get_config().rag.rag_service.rstrip("/")+"/kb"
+        url = config.rag.rag_service.rstrip("/")+"/kb"
         headers = {
             "Authorization": f"Bearer {session_id}",
             "Content-Type": "application/json",
diff --git a/apps/services/knowledge_base.py b/apps/services/knowledge_base.py
index 81979867634372045e01194a2be7c0dfa4f4a98e..bd99c67fe51099d64ffe1bc65ef3add232cf1e8b 100644
--- a/apps/services/knowledge_base.py
+++ b/apps/services/knowledge_base.py
@@ -6,7 +6,7 @@ import logging
 import httpx
 from fastapi import status
 
-from apps.common.config import Config
+from apps.common.config import config
 from apps.schemas.collection import Document
 from apps.schemas.rag_data import (
     RAGFileParseReq,
@@ -15,7 +15,7 @@ from apps.schemas.rag_data import (
 )
 
 logger = logging.getLogger(__name__)
-rag_host = Config().get_config().rag.rag_service
+rag_host = config.rag.rag_service
 _RAG_DOC_PARSE_URI = rag_host.rstrip("/") + "/doc/temporary/parser"
 _RAG_DOC_STATUS_URI = rag_host.rstrip("/") + "/doc/temporary/status"
 _RAG_DOC_DELETE_URI = rag_host.rstrip("/") + "/doc/temporary/delete"
diff --git a/apps/services/llm.py b/apps/services/llm.py
index 1ce87bdfa9952b184c072368329add0a4e96a9f5..d28e601b8e78e910de197a40f94075308b98db2c 100644
--- a/apps/services/llm.py
+++ b/apps/services/llm.py
@@ -3,7 +3,7 @@
 
 import logging
 
-from apps.common.config import Config
+from apps.common.config import config
 from apps.common.mongo import MongoDB
 from apps.schemas.collection import LLM, LLMItem
 from apps.schemas.request_data import (
@@ -89,10 +89,10 @@ class LLMManager:
         llm_item = LLMProviderInfo(
             llmId="empty",
             icon=llm_provider_dict["ollama"]["icon"],
-            openaiBaseUrl=Config().get_config().llm.endpoint,
-            openaiApiKey=Config().get_config().llm.key,
-            modelName=Config().get_config().llm.model,
-            maxTokens=Config().get_config().llm.max_tokens,
+            openaiBaseUrl=config.llm.endpoint,
+            openaiApiKey=config.llm.key,
+            modelName=config.llm.model,
+            maxTokens=config.llm.max_tokens,
             isEditable=False,
         )
         llm_list = [llm_item]
@@ -173,7 +173,7 @@ class LLMManager:
                 {"$set": {"llm": {
                     "llm_id": "empty",
                     "icon": llm_provider_dict["ollama"]["icon"],
-                    "model_name": Config().get_config().llm.model,
+                    "model_name": config.llm.model,
                 }}},
             )
 
@@ -210,7 +210,7 @@ class LLMManager:
         else:
             llm_dict = {
                 "llm_id": "empty",
-                "model_name": Config().get_config().llm.model,
+                "model_name": config.llm.model,
                 "icon": llm_provider_dict["ollama"]["icon"],
             }
         conv_dict = await conv_collection.find_one({"_id": conversation_id, "user_sub": user_sub})
diff --git a/apps/services/rag.py b/apps/services/rag.py
index a0bded22f109145bea449d88765f199ec7e8d137..875ce42d33becfdb7330100f41da3182ef47c4d1 100644
--- a/apps/services/rag.py
+++ b/apps/services/rag.py
@@ -8,7 +8,7 @@ from collections.abc import AsyncGenerator
 import httpx
 from fastapi import status
 
-from apps.common.config import Config
+from apps.common.config import config
 from apps.llm.patterns.rewrite import QuestionRewrite
 from apps.llm.reasoning import ReasoningLLM
 from apps.llm.token import TokenCalculator
@@ -75,7 +75,7 @@ class RAG:
     ) -> AsyncGenerator[str, None]:
         """获取RAG服务的结果"""
         session_id = await SessionManager.get_session_by_user_sub(user_sub)
-        url = Config().get_config().rag.rag_service.rstrip("/") + "/chunk/search"
+        url = config.rag.rag_service.rstrip("/") + "/chunk/search"
         headers = {
             "Content-Type": "application/json",
             "Authorization": f"Bearer {session_id}",
diff --git a/apps/services/service.py b/apps/services/service.py
index 487cd1e408f59af4c1c5322ea8725309e773373f..deea90f0fd91728e407d519450c63f7af888b8e9 100644
--- a/apps/services/service.py
+++ b/apps/services/service.py
@@ -8,7 +8,7 @@ from typing import Any
 import yaml
 from anyio import Path
 
-from apps.common.config import Config
+from apps.common.config import config
 from apps.common.mongo import MongoDB
 from apps.exceptions import InstancePermissionError, ServiceIDError
 from apps.scheduler.openapi import ReducedOpenAPISpec
@@ -237,7 +237,7 @@ class ServiceCenterManager:
             msg = "Permission denied"
             raise InstancePermissionError(msg)
         service_path = (
-            Path(Config().get_config().deploy.data_dir) / "semantics" / "service" / service_id / "openapi" / "api.yaml"
+            Path(config.deploy.data_dir) / "semantics" / "service" / service_id / "openapi" / "api.yaml"
         )
         async with await service_path.open() as f:
             service_data = yaml.safe_load(await f.read())
@@ -267,7 +267,7 @@ class ServiceCenterManager:
             raise ServiceIDError(msg)
 
         metadata_path = (
-            Path(Config().get_config().deploy.data_dir) / "semantics" / "service" / service_id / "metadata.yaml"
+            Path(config.deploy.data_dir) / "semantics" / "service" / service_id / "metadata.yaml"
         )
         async with await metadata_path.open() as f:
             metadata_data = yaml.safe_load(await f.read())
diff --git a/apps/services/session.py b/apps/services/session.py
index 904ba26dc842bcb90c6027f35af25084164bcf44..13dd425a7965329cfbf434982bf8ac2694a59611 100644
--- a/apps/services/session.py
+++ b/apps/services/session.py
@@ -5,13 +5,14 @@ import logging
 import secrets
 from datetime import UTC, datetime, timedelta
 
-from apps.common.config import Config
+from apps.common.config import config
 from apps.common.mongo import MongoDB
 from apps.constants import SESSION_TTL
 from apps.exceptions import LoginSettingsError
 from apps.schemas.config import FixedUserConfig
 from apps.schemas.session import Session
-from apps.services.blacklist import UserBlacklistManager
+
+from .blacklist import UserBlacklistManager
 
 logger = logging.getLogger(__name__)
 
@@ -32,8 +33,8 @@ class SessionManager:
             ip=ip,
             expired_at=datetime.now(UTC) + timedelta(minutes=SESSION_TTL),
         )
-        if Config().get_config().login.provider == "disable":
-            login_settings = Config().get_config().login.settings
+        if config.login.provider == "disable":
+            login_settings = config.login.settings
             if not isinstance(login_settings, FixedUserConfig):
                 err = "固定用户配置错误！"
                 raise LoginSettingsError(err)
diff --git a/apps/services/task.py b/apps/services/task.py
index 1e672be690a6f17896ab01bc7149aa353987ecf7..98926f506614b205b20ab2f281eb0814a67e7508 100644
--- a/apps/services/task.py
+++ b/apps/services/task.py
@@ -14,7 +14,8 @@ from apps.schemas.task import (
     TaskRuntime,
     TaskTokens,
 )
-from apps.services.record import RecordManager
+
+from .record import RecordManager
 
 logger = logging.getLogger(__name__)
 
diff --git a/apps/services/token.py b/apps/services/token.py
index 8c83d3aa2710fd978f62ebaf59b81fa5b2ed4975..8a41c0ad4861d4c5b359a28a3c3c80cbcb8203c9 100644
--- a/apps/services/token.py
+++ b/apps/services/token.py
@@ -7,12 +7,13 @@ from datetime import UTC, datetime, timedelta
 import httpx
 from fastapi import status
 
-from apps.common.config import Config
+from apps.common.config import config
 from apps.common.mongo import MongoDB
 from apps.common.oidc import oidc_provider
 from apps.constants import OIDC_ACCESS_TOKEN_EXPIRE_TIME
 from apps.schemas.config import OIDCConfig
-from apps.services.session import SessionManager
+
+from .session import SessionManager
 
 logger = logging.getLogger(__name__)
 
@@ -52,7 +53,7 @@ class TokenManager:
     @staticmethod
     def _get_login_config() -> OIDCConfig:
         """获取并验证登录配置"""
-        login_config = Config().get_config().login.settings
+        login_config = config.login.settings
         if not isinstance(login_config, OIDCConfig):
             err = "Authhub OIDC配置错误"
             raise TypeError(err)
diff --git a/apps/services/user.py b/apps/services/user.py
index 2721d3773bd43e2a8fda5b371d6336fcf0b9b7f3..8a893d09ab693246397ac7ac11fada8742fbee89 100644
--- a/apps/services/user.py
+++ b/apps/services/user.py
@@ -6,7 +6,8 @@ from datetime import UTC, datetime
 
 from apps.common.mongo import MongoDB
 from apps.schemas.collection import User
-from apps.services.conversation import ConversationManager
+
+from .conversation import ConversationManager
 
 logger = logging.getLogger(__name__)
 
diff --git a/deploy/chart/authhub/configs/backend/copy-config.yml b/deploy/chart/authhub/configs/backend/copy-config.yml
deleted file mode 100644
index 25f33b9b245d27a9689c09b9db1ec11357857902..0000000000000000000000000000000000000000
--- a/deploy/chart/authhub/configs/backend/copy-config.yml
+++ /dev/null
@@ -1,19 +0,0 @@
-copy:
-  - from: /config/aops-config.yml
-    to: /config-rw/aops-config.yml
-    mode:
-      uid: 0
-      gid: 0
-      mode: "0o650"
-    secrets:
-      - /db-secrets
-      - /authhub-secrets
-  - from: /config/conf.d/authhub.yml
-    to: /config-rw/conf.d/authhub.yml
-    mode:
-      uid: 0
-      gid: 0
-      mode: "0o650"
-    secrets:
-      - /db-secrets
-      - /authhub-secrets
diff --git a/deploy/chart/authhub/templates/NOTES.txt b/deploy/chart/authhub/templates/NOTES.txt
index af7fd5871fbd07fdce3af1b476ac83d3b3946d13..2589763fe3986b0ab74926792e9153c0d9d4ec34 100644
--- a/deploy/chart/authhub/templates/NOTES.txt
+++ b/deploy/chart/authhub/templates/NOTES.txt
@@ -1,5 +1,5 @@
 感谢您使用openEuler Intelligence！
-当前为0.9.5版本。
+当前为0.9.6版本。
 当前Chart的功能为：AuthHub统一登录系统部署。
 
 说明：
diff --git a/deploy/chart/authhub/templates/backend/authhub-backend-config.yaml b/deploy/chart/authhub/templates/backend/authhub-backend-config.yaml
index 0164dcbb936e9b4224f4bdc3f5f4d1099d519473..0509245f79fb87ddb18be97a27ba610e9c51d431 100644
--- a/deploy/chart/authhub/templates/backend/authhub-backend-config.yaml
+++ b/deploy/chart/authhub/templates/backend/authhub-backend-config.yaml
@@ -10,5 +10,23 @@ data:
   authhub.yml: |-
 {{ tpl (.Files.Get "configs/backend/authhub.yml") . | indent 4 }}
   copy-config.yml: |-
-{{ tpl (.Files.Get "configs/backend/copy-config.yml") . | indent 4 }}
+    copy:
+      - from: /config/aops-config.yml
+        to: /config-rw/aops-config.yml
+        mode:
+          uid: 0
+          gid: 0
+          mode: "0o650"
+        secrets:
+          - /db-secrets
+          - /authhub-secrets
+      - from: /config/conf.d/authhub.yml
+        to: /config-rw/conf.d/authhub.yml
+        mode:
+          uid: 0
+          gid: 0
+          mode: "0o650"
+        secrets:
+          - /db-secrets
+          - /authhub-secrets
 {{- end -}}
diff --git a/deploy/chart/authhub/templates/web/authhub-web.yaml b/deploy/chart/authhub/templates/web/authhub-web.yaml
index 0523b6dfcc0b12b491178b7178fddf7aed31d580..91bec2d9bf6e6a4a692d3381d45e9f8b852a3107 100644
--- a/deploy/chart/authhub/templates/web/authhub-web.yaml
+++ b/deploy/chart/authhub/templates/web/authhub-web.yaml
@@ -6,32 +6,13 @@ metadata:
   name: authhub-web-service
   namespace: {{ .Release.Namespace }}
 spec:
-  type: {{ default "ClusterIP" .Values.authhub.web.service.type }}
+  type: {{ default "NodePort" .Values.authhub.web.service.type }}
   selector:
     app: authhub-web
   ports:
     - port: 8000
       targetPort: 8000
-      nodePort: {{ default nil .Values.authhub.web.service.nodePort }}
-
----
-apiVersion: networking.k8s.io/v1
-kind: Ingress
-metadata:
-  name: authhub-web-ingress
-  namespace: {{ .Release.Namespace }}
-spec:
-  rules:
-  - host: {{ default "authhub.eulercopilot.local" .Values.domain.authhub }}
-    http:
-      paths:
-      - path: {{ default "/" .Values.authhub.web.ingress.prefix }}
-        pathType: Prefix
-        backend:
-          service:
-            name: authhub-web-service
-            port:
-              number: 8000
+      nodePort: {{ default 30081 .Values.authhub.web.service.nodePort }}
 
 ---
 apiVersion: apps/v1
diff --git a/deploy/chart/databases/templates/NOTES.txt b/deploy/chart/databases/templates/NOTES.txt
index 8ea1bb0b4a7d6d04d14439a811b5e59a211b0dc7..c3d1f59454b90bd0261ce8f4bd393f3760dc6785 100644
--- a/deploy/chart/databases/templates/NOTES.txt
+++ b/deploy/chart/databases/templates/NOTES.txt
@@ -1,3 +1,3 @@
 感谢您使用openEuler Intelligence！
-当前为0.9.5版本。
+当前为0.9.6版本。
 当前Chart的功能为：数据库部署。
diff --git a/deploy/chart/databases/templates/minio/minio.yaml b/deploy/chart/databases/templates/minio/minio.yaml
index 354a0400caaa73f17c08de3d4afdaa9acc30f7d2..185883b624962e1da4c3be9b4df413cf6ba3f1e7 100644
--- a/deploy/chart/databases/templates/minio/minio.yaml
+++ b/deploy/chart/databases/templates/minio/minio.yaml
@@ -10,14 +10,9 @@ spec:
   selector:
     app: minio
   ports:
-    - name: minio-data
-      port: 9000
+    - port: 9000
       targetPort: 9000
       nodePort: {{ default nil .Values.databases.minio.service.dataNodePort }}
-    - name: minio-console
-      port: 9001
-      targetPort: 9001
-      nodePort: {{ default nil .Values.databases.minio.service.consoleNodePort }}
 
 ---
 apiVersion: apps/v1
@@ -48,11 +43,7 @@ spec:
             - "--console-address"
             - ":9001"
           ports:
-            - name: minio-data
-              containerPort: 9000
-              protocol: TCP
-            - name: minio-console
-              containerPort: 9001
+            - containerPort: 9000
               protocol: TCP
           livenessProbe:
             httpGet:
diff --git a/deploy/chart/euler_copilot/configs/framework/config.toml b/deploy/chart/euler_copilot/configs/framework/config.toml
index 603d7f88ecc7ce639727cc8f467aa09e88e27226..929cc6a564d9b876e98ac2b6ca2a46234bd1c441 100644
--- a/deploy/chart/euler_copilot/configs/framework/config.toml
+++ b/deploy/chart/euler_copilot/configs/framework/config.toml
@@ -55,7 +55,7 @@ backend = '{{ default "ollama" .Values.models.functionCall.backend }}'
 endpoint = '{{ default .Values.models.answer.endpoint .Values.models.functionCall.endpoint }}'
 model = '{{ default .Values.models.answer.name .Values.models.functionCall.name }}'
 api_key = '{{ default .Values.models.answer.key .Values.models.functionCall.key }}'
-max_tokens = '{{ default .Values.models.answer.maxTokens .Values.models.functionCall.maxTokens }}'
+max_tokens = {{ default .Values.models.answer.maxTokens .Values.models.functionCall.maxTokens }}
 temperature = {{ default 0.7 .Values.models.functionCall.temperature }}
 
 [check]
diff --git a/deploy/chart/euler_copilot/configs/framework/copy-config.yaml b/deploy/chart/euler_copilot/configs/framework/copy-config.yaml
deleted file mode 100644
index e06158dff642bbffa3f26cb271f450b0fa1b6d2c..0000000000000000000000000000000000000000
--- a/deploy/chart/euler_copilot/configs/framework/copy-config.yaml
+++ /dev/null
@@ -1,10 +0,0 @@
-copy:
-  - from: /config/config.toml
-    to: /config-rw/config.toml
-    mode:
-      uid: 0
-      gid: 0
-      mode: "0o650"
-    secrets:
-      - /db-secrets
-      - /system-secrets
diff --git a/deploy/chart/euler_copilot/configs/rag-web/.env b/deploy/chart/euler_copilot/configs/rag-web/.env
deleted file mode 100644
index 77fedc8dc7c07ca36e1e56a60aadaf8e414935b3..0000000000000000000000000000000000000000
--- a/deploy/chart/euler_copilot/configs/rag-web/.env
+++ /dev/null
@@ -1,3 +0,0 @@
-PROD=enabled
-SERVER_NAME={{ default "witchaind.eulercopilot.local" .Values.domain.witchaind }}
-DATA_CHAIN_BACEND_URL=http://rag-service.{{ .Release.Namespace }}.svc.cluster.local:9988
diff --git a/deploy/chart/euler_copilot/configs/rag/copy-config.yaml b/deploy/chart/euler_copilot/configs/rag/copy-config.yaml
deleted file mode 100644
index 01abd3090db084b09df57aec2477420673c04c35..0000000000000000000000000000000000000000
--- a/deploy/chart/euler_copilot/configs/rag/copy-config.yaml
+++ /dev/null
@@ -1,19 +0,0 @@
-copy:
-  - from: /config/.env
-    to: /config-rw/.env
-    mode:
-      uid: 1001
-      gid: 1001
-      mode: "0o650"
-    secrets:
-      - /db-secrets
-      - /system-secrets
-  - from: /config/.env-sql
-    to: /config-rw/.env-sql
-    mode:
-      uid: 1001
-      gid: 1001
-      mode: "0o650"
-    secrets:
-      - /db-secrets
-      - /system-secrets
diff --git a/deploy/chart/euler_copilot/configs/web/.env b/deploy/chart/euler_copilot/configs/web/.env
deleted file mode 100644
index 6a480d4a3d5f57271250e9d535f993b8f12b9d72..0000000000000000000000000000000000000000
--- a/deploy/chart/euler_copilot/configs/web/.env
+++ /dev/null
@@ -1,3 +0,0 @@
-PROD=enabled
-SERVER_NAME={{ default "www.eulercopilot.local" .Values.domain.euler_copilot }}
-FRAMEWORK_URL=http://framework-service.{{ .Release.Namespace }}.svc.cluster.local:8002
\ No newline at end of file
diff --git a/deploy/chart/euler_copilot/templates/NOTES.txt b/deploy/chart/euler_copilot/templates/NOTES.txt
index 65265e06c12b4ebb23b058ee18fd4230a46ac2bb..ec7debb6b984f3e6a2aa2b3128301cd763bce5e6 100644
--- a/deploy/chart/euler_copilot/templates/NOTES.txt
+++ b/deploy/chart/euler_copilot/templates/NOTES.txt
@@ -1,5 +1,5 @@
 感谢您使用openEuler Intelligence！
-当前为0.9.5版本。
+当前为0.9.6版本。
 当前Chart的功能为：openEuler Intelligence核心组件部署。
 
 更多项目动态和分享会议，请关注openEuler sig-intelligence：https://www.openeuler.org/en/sig/sig-detail/?name=sig-intelligence
diff --git a/deploy/chart/euler_copilot/templates/cornjob.yaml b/deploy/chart/euler_copilot/templates/cornjob.yaml
deleted file mode 100644
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..0000000000000000000000000000000000000000
diff --git a/deploy/chart/euler_copilot/templates/framework/framework-config.yaml b/deploy/chart/euler_copilot/templates/framework/framework-config.yaml
index 7fff831b0d991b0fbb175eb8ea44086d265ec43a..328803d4f537c5285baf0e8190d9a8a7d11f0237 100644
--- a/deploy/chart/euler_copilot/templates/framework/framework-config.yaml
+++ b/deploy/chart/euler_copilot/templates/framework/framework-config.yaml
@@ -8,5 +8,14 @@ data:
   config.toml: |-
 {{ tpl (.Files.Get "configs/framework/config.toml") . | indent 4 }}
   copy-config.yaml: |-
-{{ tpl (.Files.Get "configs/framework/copy-config.yaml") . | indent 4 }}
+    copy:
+      - from: /config/config.toml
+        to: /config-rw/config.toml
+        mode:
+          uid: 0
+          gid: 0
+          mode: "0o650"
+        secrets:
+          - /db-secrets
+          - /system-secrets
 {{- end -}}
\ No newline at end of file
diff --git a/deploy/chart/euler_copilot/templates/framework/framework-storage.yaml b/deploy/chart/euler_copilot/templates/framework/framework-storage.yaml
index 78119e43f04d901eda1f32dde9b3b9bf7ba5b439..b6b97ee83ae623e93af7bdd3c22d46097996df56 100644
--- a/deploy/chart/euler_copilot/templates/framework/framework-storage.yaml
+++ b/deploy/chart/euler_copilot/templates/framework/framework-storage.yaml
@@ -8,11 +8,11 @@ metadata:
 spec:
   storageClassName: {{ default "local-path" .Values.globals.storageClass }}
   capacity:
-    storage: {{ default "5Gi" .Values.storage.frameworkSemantics.size }}
+    storage: {{ default "10Gi" .Values.storage.frameworkSemantics.size }}
   accessModes:
     - ReadWriteOnce
   hostPath:
-    path: {{ default "/home/eulercopilot/semantics" .Values.storage.frameworkSemantics.path }}
+    path: {{ default "/var/lib/eulercopilot" .Values.storage.frameworkSemantics.path }}
 
 ---
 apiVersion: v1
diff --git a/deploy/chart/euler_copilot/templates/rag-web/rag-web-config.yaml b/deploy/chart/euler_copilot/templates/rag-web/rag-web-config.yaml
index ebd01c6de15b728f949ca93ebe6ef04a179c0e68..75cf602658fb0deaebc615334a414ef974d8ddf1 100644
--- a/deploy/chart/euler_copilot/templates/rag-web/rag-web-config.yaml
+++ b/deploy/chart/euler_copilot/templates/rag-web/rag-web-config.yaml
@@ -6,5 +6,6 @@ metadata:
   namespace: {{ .Release.Namespace }}
 data:
   .env: |-
-{{ tpl (.Files.Get "configs/rag-web/.env") . | indent 4 }}
+    PROD=enabled
+    DATA_CHAIN_BACEND_URL=http://rag-service.{{ .Release.Namespace }}.svc.cluster.local:9988
 {{- end -}}
diff --git a/deploy/chart/euler_copilot/templates/rag-web/rag-web.yaml b/deploy/chart/euler_copilot/templates/rag-web/rag-web.yaml
index 8b3defa84f8ca088909929aebf35decefee8a528..fd9daf5379327bef3f0a470785bebf3ab3835a08 100644
--- a/deploy/chart/euler_copilot/templates/rag-web/rag-web.yaml
+++ b/deploy/chart/euler_copilot/templates/rag-web/rag-web.yaml
@@ -14,25 +14,6 @@ spec:
       targetPort: 9888
       nodePort: {{ default nil .Values.euler_copilot.rag_web.service.nodePort }}
 
----
-apiVersion: networking.k8s.io/v1
-kind: Ingress
-metadata:
-  name: rag-web-ingress
-  namespace: {{ .Release.Namespace }}
-spec:
-  rules:
-  - host: {{ default "www.eulercopilot.local" .Values.domain.euler_copilot }}
-    http:
-      paths:
-      - path: {{ default "/witchaind" .Values.euler_copilot.rag_web.ingress.prefix }}
-        pathType: Prefix
-        backend:
-          service:
-            name: rag-web-service
-            port:
-              number: 9888
-
 ---
 apiVersion: apps/v1
 kind: Deployment
@@ -77,7 +58,7 @@ spec:
               name: rag-web-config-volume
             - mountPath: /var/lib/nginx/tmp
               name: rag-web-tmp
-            - mountPath: /home/eulercopilot/.env
+            - mountPath: /opt/.env
               name: rag-web-env-volume
               subPath: .env
           resources:
diff --git a/deploy/chart/euler_copilot/templates/rag/rag-config.yaml b/deploy/chart/euler_copilot/templates/rag/rag-config.yaml
index 25bf01df19cb68910d2fb8704d6ba43517892a38..7ffc922d10808077cf1667d58d0dbb3c19c4fa96 100644
--- a/deploy/chart/euler_copilot/templates/rag/rag-config.yaml
+++ b/deploy/chart/euler_copilot/templates/rag/rag-config.yaml
@@ -10,5 +10,23 @@ data:
   .env-sql: |-
 {{ tpl (.Files.Get "configs/rag/.env-sql") . | indent 4}}
   copy-config.yaml: |-
-{{ tpl (.Files.Get "configs/rag/copy-config.yaml") . | indent 4}}
+    copy:
+      - from: /config/.env
+        to: /config-rw/.env
+        mode:
+          uid: 1001
+          gid: 1001
+          mode: "0o650"
+        secrets:
+          - /db-secrets
+          - /system-secrets
+      - from: /config/.env-sql
+        to: /config-rw/.env-sql
+        mode:
+          uid: 1001
+          gid: 1001
+          mode: "0o650"
+        secrets:
+          - /db-secrets
+          - /system-secrets
 {{- end -}}
\ No newline at end of file
diff --git a/deploy/chart/euler_copilot/templates/web/web-config.yaml b/deploy/chart/euler_copilot/templates/web/web-config.yaml
index ee47374afb3e0b14047d33d5b2719d582442f1ca..1793023e13f014cac11ac2939106f14688620c8b 100644
--- a/deploy/chart/euler_copilot/templates/web/web-config.yaml
+++ b/deploy/chart/euler_copilot/templates/web/web-config.yaml
@@ -6,5 +6,6 @@ metadata:
   namespace: {{ .Release.Namespace }}
 data:
   .env: |-
-{{ tpl (.Files.Get "configs/web/.env") . | indent 4 }}
+    RAG_WEB_URL=http://rag-web-service.{{ .Release.Namespace }}.svc.cluster.local:9888
+    FRAMEWORK_URL=http://framework-service.{{ .Release.Namespace }}.svc.cluster.local:8002
 {{- end -}}
\ No newline at end of file
diff --git a/deploy/chart/euler_copilot/templates/web/web.yaml b/deploy/chart/euler_copilot/templates/web/web.yaml
index adc214b3dbc0ec571daa634b5540c31789fb03e7..c20c045dd686f0c1607467f5c680821afe7e7994 100644
--- a/deploy/chart/euler_copilot/templates/web/web.yaml
+++ b/deploy/chart/euler_copilot/templates/web/web.yaml
@@ -6,32 +6,13 @@ metadata:
   name: web-service
   namespace: {{ .Release.Namespace }}
 spec:
-  type: {{ default "ClusterIP" .Values.euler_copilot.web.service.type }}
+  type: {{ default "NodePort" .Values.euler_copilot.web.service.type }}
   selector:
     app: web
   ports:
     - port: 8080
       targetPort: 8080
-      nodePort: {{ default nil .Values.euler_copilot.web.service.nodePort }}
-
----
-apiVersion: networking.k8s.io/v1
-kind: Ingress
-metadata:
-  name: web-ingress
-  namespace: {{ .Release.Namespace }}
-spec:
-  rules:
-  - host: {{ default "www.eulercopilot.local" .Values.domain.euler_copilot }}
-    http:
-      paths:
-      - path: {{ default "/" .Values.euler_copilot.web.ingress.prefix }}
-        pathType: Prefix
-        backend:
-          service:
-            name: web-service
-            port:
-              number: 8080
+      nodePort: {{ default 30080 .Values.euler_copilot.web.service.nodePort }}
 
 ---
 apiVersion: apps/v1
@@ -76,7 +57,7 @@ spec:
               name: web-config-volume
             - mountPath: /var/lib/nginx/tmp
               name: web-tmp
-            - mountPath: /home/eulercopilot/.env
+            - mountPath: /opt/.env
               name: web-env-volume
               subPath: .env
             - mountPath: /usr/share/nginx/html/static
diff --git a/deploy/chart/euler_copilot/values.yaml b/deploy/chart/euler_copilot/values.yaml
index dbc61a83fbfa6a8a6abc64dcc7221d129f3cfbf0..edf15b99d9ce58c0fc654f23de2a2507731072e5 100644
--- a/deploy/chart/euler_copilot/values.yaml
+++ b/deploy/chart/euler_copilot/values.yaml
@@ -115,13 +115,9 @@ euler_copilot:
     # Service设置
     service:
       # Service类型，例如NodePort
-      type:
+      type: NodePort
       # 当类型为NodePort时，填写主机的端口号
-      nodePort:
-    # Ingress设置
-    ingress:
-      # URI前缀，默认为/
-      prefix:
+      nodePort: 30080
   
   rag_web:
     # [必填] 是否部署RAG Web前端用户界面
@@ -139,10 +135,6 @@ euler_copilot:
       type:
       # 当类型为NodePort时，填写主机的端口号
       nodePort:
-    # Ingress设置
-    ingress:
-      # URI前缀；默认为/
-      prefix:
 
   rag:
     # [必填] 是否部署RAG后端服务
diff --git a/deploy/scripts/8-install-EulerCopilot/install_eulercopilot.sh b/deploy/scripts/8-install-EulerCopilot/install_eulercopilot.sh
index 6458d7c8127c2d1f3ca62cb934e6db0b25031794..1ff60f727757ff517e1fb2f3a9fb183b977bcabe 100755
--- a/deploy/scripts/8-install-EulerCopilot/install_eulercopilot.sh
+++ b/deploy/scripts/8-install-EulerCopilot/install_eulercopilot.sh
@@ -253,7 +253,7 @@ modify_yaml() {
     # 如果不需要保留模型配置，则添加模型相关的参数
     if [[ "$preserve_models" != [Yy]* ]]; then
         set_args+=(
-            "--set" "models.answer.endpoint=http://$host:11434"
+            "--set" "models.answer.endpoint=http://$host:11434/v1"
             "--set" "models.answer.key=sk-123456"
             "--set" "models.answer.name=deepseek-llm-7b-chat:latest"
 	    "--set" "models.functionCall.backend=ollama"
diff --git a/deploy/scripts/9-other-script/import_images.sh b/deploy/scripts/9-other-script/import_images.sh
index ee801c42a7078a49c6bf70cfb59f0ca0fccd71f7..e5b97706a7045166bd4856bd87f4589913d1a208 100755
--- a/deploy/scripts/9-other-script/import_images.sh
+++ b/deploy/scripts/9-other-script/import_images.sh
@@ -84,7 +84,7 @@ detect_architecture() {
 delete_image() {
     local image=$1
     echo -e "${YELLOW}正在删除镜像: $image${NC}"
-    if sudo ctr -n=k8s.io images rm "$image"; then
+    if sudo k3s ctr -n=k8s.io images rm "$image"; then
         echo -e "${GREEN} 删除成功${NC}"
     else
         echo -e "${RED} 删除失败${NC}"
@@ -109,7 +109,7 @@ import_single_image() {
         exit 1
     fi
 
-    if sudo ctr -n=k8s.io images import "$file"; then
+    if sudo k3s ctr -n=k8s.io images import "$file"; then
         echo -e "${GREEN} 导入成功${NC}"
     else
         echo -e "${RED} 导入失败${NC}"
@@ -139,7 +139,7 @@ batch_import_images() {
 
         echo -e "\n${BLUE}正在导入 $tar_file...${NC}"
 
-        if sudo ctr -n=k8s.io images import "$tar_file"; then
+        if sudo k3s ctr -n=k8s.io images import "$tar_file"; then
             ((success_count++))
             echo -e "${GREEN} 导入成功${NC}"
         else
@@ -189,7 +189,7 @@ check_images() {
 
     echo -e "\n${MAGENTA}开始镜像完整性检查：${NC}"
     for image in "${expected_images[@]}"; do
-        if sudo ctr -n=k8s.io images ls | grep -q "$image"; then
+        if sudo k3s ctr -n=k8s.io images ls | grep -q "$image"; then
             echo -e "${GREEN}[存在] $image${NC}"
         else
             echo -e "${RED}[缺失] $image${NC}"
diff --git "a/documents/user-guide/\351\203\250\347\275\262\346\214\207\345\215\227/pictures/\346\250\241\345\236\213\351\205\215\347\275\256\344\275\215\347\275\256.png" "b/documents/user-guide/\351\203\250\347\275\262\346\214\207\345\215\227/pictures/\346\250\241\345\236\213\351\205\215\347\275\256\344\275\215\347\275\256.png"
new file mode 100644
index 0000000000000000000000000000000000000000..3f7f852e37c89e8ef2a5930cb7f3322267bb81fe
Binary files /dev/null and "b/documents/user-guide/\351\203\250\347\275\262\346\214\207\345\215\227/pictures/\346\250\241\345\236\213\351\205\215\347\275\256\344\275\215\347\275\256.png" differ
diff --git "a/documents/user-guide/\351\203\250\347\275\262\346\214\207\345\215\227/\346\227\240\347\275\221\347\273\234\347\216\257\345\242\203\344\270\213\351\203\250\347\275\262\346\214\207\345\215\227.md" "b/documents/user-guide/\351\203\250\347\275\262\346\214\207\345\215\227/\346\227\240\347\275\221\347\273\234\347\216\257\345\242\203\344\270\213\351\203\250\347\275\262\346\214\207\345\215\227.md"
index ebd75b3c06e66a5e86d05c2d8568cac1223cfa31..58fda3ef2b0042a11efd19b548dbc5be3fbc5d0b 100644
--- "a/documents/user-guide/\351\203\250\347\275\262\346\214\207\345\215\227/\346\227\240\347\275\221\347\273\234\347\216\257\345\242\203\344\270\213\351\203\250\347\275\262\346\214\207\345\215\227.md"
+++ "b/documents/user-guide/\351\203\250\347\275\262\346\214\207\345\215\227/\346\227\240\347\275\221\347\273\234\347\216\257\345\242\203\344\270\213\351\203\250\347\275\262\346\214\207\345\215\227.md"
@@ -2,7 +2,7 @@
 
 **版本信息**  
 当前版本：v0.9.6  
-更新日期：2025年6月16日
+更新日期：2025年7月1日
 
 ## 产品概述
 
@@ -227,18 +227,28 @@ sudo ./deploy.sh
 **运维命令**：
 
 ```bash
-# 查看组件日志
-kubectl logs $pod_name -n euler-copilot
-
 # 查看服务状态
 kubectl get pod -n euler-copilot
 
+# 查看组件日志
+kubectl logs $pod_name -n euler-copilot
+
 # 大模型配置修改
 cd /home/euler-copilot-framework/deploy/chart/euler-copilot
 vim values.yaml
-
-# 更新服务
 helm upgrade euler-copilot -n euler-copilot .
+
+# 集群事件检查
+kubectl get events -n euler-copilot
+
+# 镜像查看
+k3s crictl images
+
+# 镜像卸载
+k3s crictl rmi $image_id
+
+# 镜像导入
+k3s ctr image import $image_tar
 ```
 
 ## 验证安装
@@ -262,12 +272,13 @@ helm upgrade euler-copilot -n euler-copilot .
 
 2. **配置资产库**
    - 点击对话
+   - 点击模型
+   ![点击模型配置配置](./pictures/模型配置位置.png)
    - 点击知识库
    ![点击资产库配置](./pictures/资产库配置位置.png)
    - 选择资产库
    ![选择资产库](./pictures/选择资产库.png)
 
-
 ---
 
 ## 附录
@@ -412,7 +423,7 @@ curl -k -X POST "http://localhost:9988/kb/get_answer" \
      -d '{"question": "您的问题", "kb_sn": "default_test", "fetch_source": true}'
 ```
 
-#### 3. 解决 `helm upgrade` 错误
+#### 3. 解决 helm upgrade 错误
 
 ```text
 Error: UPGRADE FAILED: Kubernetes cluster unreachable
@@ -470,54 +481,69 @@ curl -k -X POST http://localhost:11434/v1/embeddings \
 
 #### 8. 生成证书
 
+为了生成自签名证书，首先下载 [mkcert](https://github.com/FiloSottile/mkcert/releases)工具，然后运行以下命令：
+
 ```bash
 mkcert -install
 mkcert example.com 
+```
+
+最后，将生成的证书和私钥拷贝到 values.yaml 中, 并应用至 Kubernetes Secret.
 
-# 编辑配置文件
+```bash
 vim /home/euler-copilot-framework_openeuler/deploy/chart_ssl/traefik-secret.yaml
+```
 
-# 应用配置
+```bash
 kubectl apply -f traefik-secret.yaml
 ```
 
-#### 9. 问题排查方法
-
-1. **集群事件检查**：
+#### 9. 资源不足时，所有pod状态pending？
 
    ```bash
-   kubectl get events -n euler-copilot
+   kubectl top nodes
+   df -h  # 确保磁盘空间 >30%
    ```
 
-2. **镜像状态验证**：
+  参考该链接挂载空间较大的磁盘[How to move k3s data to another location](https://mrkandreev.name/snippets/how_to_move_k3s_data_to_another_location/)
 
-   ```bash
-   k3s crictl images
-   ```
+#### 10. 无法插网线的离线环境安装k3s后启动失败？
 
-3. **日志审查**：
+k3s无法找到route和ipv6_route，报错："no default routes found in '/proc/net/route' or '\proc/net\ipv6_route'"，无法使用k3s，可以通过创建创建虚拟网络接口配置解决
 
-   ```bash
-   kubectl logs <pod-name> -n euler-copilot
-   ```
+**解决办法：**
 
-4. **资源评估**：
+```bash
+# 注意：服务器器显示时间需要和当前网络时间保持一致
+mkdir -p /etc/systemd/system/k3s.service.d/
+cat <<EOF | sudo tee /etc/systemd/system/k3s.service.d/override.conf
+[Service]
+ExecStartPre=/sbin/ip link add dummy0 type dummy
+ExecStartPre=/sbin/ip addr add 203.0.113.254/31 dev dummy0
+ExecStartPre=/sbin/ip link set dummy0 up
+ExecStartPre=/sbin/ip route add default via 203.0.113.254 dev dummy0
+EOF
+systemctl daemon-reload
+systemctl restart k3s
+```
 
-   ```bash
-   kubectl top nodes
-   df -h  # 确保磁盘空间 >30%
-   ```
+#### 11. x86架构且CPU型号E系列的服务器知识库文件解析至71%失败？
 
-5. **版本兼容性检查**：
+opengauss数据库的指令集加速特性默认开启，该特性约束为docker镜像的opgs的x86需要支持AVX512指令集，arm需要支持neon指令集。由于x86架构且CPU型号E系列的服务器是低功耗x86计算，仅支持AVX2指令集，不支持AVX512，导致数据插入出现报错。
 
-   ```bash
-   k3s -v  # 需 >= v1.30.2
-   ```
+**解决办法：**
+由于不加指令集性能会受限，x86环境下如果环境不支持指令集加速，使用l2距离构建索引并查询，需要单独构建rag镜像，不能确保准确率是否会下降，建议更换支持AVX512的CPU型号进行部署。
+
+```bash
+# 查看是否支持avx512：
+cat /proc/cpuinfo| grep avx512
+lscpu | grep -i avx
+```
 
-6. **配置验证**：
+#### 12. 工作流理解上下文耗费时间很久？
 
-   ```bash
-   cd euler-copilot-framework/deploy/chart/euler_copilot
-   vim values.yaml
-   helm upgrade euler-copilot -n euler-copilot.
-   ```
+大模型使用带reasoning的模型，例如deepseek-r1-distill-qwen32B
+
+**解决办法：**
+
+更换无思考过程的模型，不支持使用Deepseek R1系列和Qwen3系列
diff --git "a/documents/user-guide/\351\203\250\347\275\262\346\214\207\345\215\227/\347\275\221\347\273\234\347\216\257\345\242\203\344\270\213\351\203\250\347\275\262\346\214\207\345\215\227.md" "b/documents/user-guide/\351\203\250\347\275\262\346\214\207\345\215\227/\347\275\221\347\273\234\347\216\257\345\242\203\344\270\213\351\203\250\347\275\262\346\214\207\345\215\227.md"
index e2548da1e552ec28f6adf6856b08a84fac87b0ae..98c4cb586fea9fdf49f368f34e0b956ef53247b4 100644
--- "a/documents/user-guide/\351\203\250\347\275\262\346\214\207\345\215\227/\347\275\221\347\273\234\347\216\257\345\242\203\344\270\213\351\203\250\347\275\262\346\214\207\345\215\227.md"
+++ "b/documents/user-guide/\351\203\250\347\275\262\346\214\207\345\215\227/\347\275\221\347\273\234\347\216\257\345\242\203\344\270\213\351\203\250\347\275\262\346\214\207\345\215\227.md"
@@ -2,7 +2,7 @@
 
 **版本信息**  
 当前版本：v0.9.6  
-更新日期：2025年6月16日
+更新日期：2025年7月1日
 
 ## 产品概述
 
@@ -186,16 +186,28 @@ sudo ./deploy.sh
 **运维命令**：
 
 ```bash
-# 查看组件日志
-kubectl logs $pod_name$ -n euler-copilot
-
 # 查看服务状态
 kubectl get pod -n euler-copilot
 
+# 查看组件日志
+kubectl logs $pod_name -n euler-copilot
+
 # 大模型配置修改
 cd /home/euler-copilot-framework/deploy/chart/euler-copilot
 vim values.yaml
 helm upgrade euler-copilot -n euler-copilot .
+
+# 集群事件检查
+kubectl get events -n euler-copilot
+
+# 镜像查看
+k3s crictl images
+
+# 镜像卸载
+k3s crictl rmi $image_id
+
+# 镜像导入
+k3s ctr image import $image_tar
 ```
 
 ## 验证安装
@@ -219,6 +231,8 @@ helm upgrade euler-copilot -n euler-copilot .
 
 2. **配置资产库**
    - 点击对话
+   - 点击模型
+   ![点击模型配置配置](./pictures/模型配置位置.png)
    - 点击知识库
    ![点击资产库配置](./pictures/资产库配置位置.png)
    - 选择资产库
@@ -337,9 +351,9 @@ helm upgrade euler-copilot -n euler-copilot .
 
 参考：[昇腾镜像仓库](https://www.hiascend.com/developer/ascendhub) | [NPU部署案例](./NPU推理服务器部署指南.md)
 
-## FAQ
+### FAQ
 
-### 1. 解决 Hugging Face 连接错误
+#### 1. 解决 Hugging Face 连接错误
 
 ```bash
 urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPSConnection object>: Failed to establish a new connection: [Errno 101] Network is unreachable
@@ -358,7 +372,7 @@ urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPSConnection objec
   ```bash
   export HF_ENDPOINT=https://hf-mirror.com
 
-### 2. 在 RAG 容器中调用问答接口
+#### 2. 在 RAG 容器中调用问答接口
 
 ```bash
 curl -k -X POST "http://localhost:9988/kb/get_answer" \
@@ -366,7 +380,7 @@ curl -k -X POST "http://localhost:9988/kb/get_answer" \
      -d '{"question": "您的问题", "kb_sn": "default_test", "fetch_source": true}'
 ```
 
-### 3. 解决 helm upgrade 错误
+#### 3. 解决 helm upgrade 错误
 
 ```text
 Error: UPGRADE FAILED: Kubernetes cluster unreachable
@@ -379,7 +393,7 @@ echo "export KUBECONFIG=/etc/rancher/k3s/k3s.yaml" >> /root/.bashrc
 source /root/.bashrc
 ```
 
-### 4. 查看 Pod 日志失败
+#### 4. 查看 Pod 日志失败
 
 **解决方案**：
 
@@ -387,7 +401,7 @@ source /root/.bashrc
 cat /etc/systemd/system/k3s.service.env  # 确认 no_proxy 包含本机 IP
 ```
 
-### 5. GPU 环境流式回复问题
+#### 5. GPU 环境流式回复问题
 
 **解决方案**：
 
@@ -396,7 +410,7 @@ pip install pydantic==1.10.13
 # 请求中将 "stream": true 改为 false
 ```
 
-### 6. sglang 模型部署
+#### 6. sglang 模型部署
 
 ```bash
 conda create --prefix=/root/py310 python==3.10.14
@@ -414,7 +428,7 @@ python -m sglang.launch_server \
     --tp 8
 ```
 
-### 7. 获取 Embedding
+#### 7. 获取 Embedding
 
 ```bash
 curl -k -X POST http://localhost:11434/v1/embeddings \
@@ -422,56 +436,71 @@ curl -k -X POST http://localhost:11434/v1/embeddings \
      -d '{"input": "The food was delicious...", "model": "bge-m3", "encoding_format": "float"}'
 ```
 
-### 8. 生成证书
+#### 8. 生成证书
+
+为了生成自签名证书，首先下载 [mkcert](https://github.com/FiloSottile/mkcert/releases)工具，然后运行以下命令：
 
 ```bash
 mkcert -install
 mkcert example.com 
+```
+
+最后，将生成的证书和私钥拷贝到 values.yaml 中, 并应用至 Kubernetes Secret.
 
-# 编辑配置文件
+```bash
 vim /home/euler-copilot-framework_openeuler/deploy/chart_ssl/traefik-secret.yaml
+```
 
-# 应用配置
+```bash
 kubectl apply -f traefik-secret.yaml
 ```
 
-### 9. 问题排查方法
-
-1. **集群事件检查**：
+#### 9. 资源不足时，所有pod状态pending？
 
    ```bash
-   kubectl get events -n euler-copilot
+   kubectl top nodes
+   df -h  # 确保磁盘空间 >30%
    ```
 
-2. **镜像状态验证**：
+  参考该链接挂载空间较大的磁盘[How to move k3s data to another location](https://mrkandreev.name/snippets/how_to_move_k3s_data_to_another_location/)
 
-   ```bash
-   k3s crictl images
-   ```
+#### 10. 无法插网线的离线环境安装k3s后启动失败？
 
-3. **日志审查**：
+k3s无法找到route和ipv6_route，报错："no default routes found in '/proc/net/route' or '\proc/net\ipv6_route'"，无法使用k3s，可以通过创建创建虚拟网络接口配置解决
 
-   ```bash
-   kubectl logs <pod-name> -n euler-copilot
-   ```
+**解决办法：**
 
-4. **资源评估**：
+```bash
+# 注意：服务器器显示时间需要和当前网络时间保持一致
+mkdir -p /etc/systemd/system/k3s.service.d/
+cat <<EOF | sudo tee /etc/systemd/system/k3s.service.d/override.conf
+[Service]
+ExecStartPre=/sbin/ip link add dummy0 type dummy
+ExecStartPre=/sbin/ip addr add 203.0.113.254/31 dev dummy0
+ExecStartPre=/sbin/ip link set dummy0 up
+ExecStartPre=/sbin/ip route add default via 203.0.113.254 dev dummy0
+EOF
+systemctl daemon-reload
+systemctl restart k3s
+```
 
-   ```bash
-   kubectl top nodes
-   df -h  # 确保磁盘空间 >30%
-   ```
+#### 11. x86架构且CPU型号E系列的服务器知识库文件解析至71%失败？
 
-5. **版本兼容性检查**：
+opengauss数据库的指令集加速特性默认开启，该特性约束为docker镜像的opgs的x86需要支持AVX512指令集，arm需要支持neon指令集。由于x86架构且CPU型号E系列的服务器是低功耗x86计算，仅支持AVX2指令集，不支持AVX512，导致数据插入出现报错。
 
-   ```bash
-   k3s -v  # 需 >= v1.30.2
-   ```
+**解决办法：**
+由于不加指令集性能会受限，x86环境下如果环境不支持指令集加速，使用l2距离构建索引并查询，需要单独构建rag镜像，不能确保准确率是否会下降，建议更换支持AVX512的CPU型号进行部署。
 
-6. **配置验证**：
+```bash
+# 查看是否支持avx512：
+cat /proc/cpuinfo| grep avx512
+lscpu | grep -i avx
+```
 
-   ```bash
-   cd /home/euler-copilot-framework/deploy/chart/euler_copilot
-   vim values.yaml
-   helm upgrade euler-copilot -n euler-copilot .
-   ```
+#### 12. 工作流理解上下文耗费时间很久？
+
+大模型使用带reasoning的模型，例如deepseek-r1-distill-qwen32B
+
+**解决办法：**
+
+更换无思考过程的模型，不支持使用Deepseek R1系列和Qwen3系列