diff --git a/docs/docs/config-reference/app/config_chatdashboardconfig_2480d0.mdx b/docs/docs/config-reference/app/config_chatdashboardconfig_2480d0.mdx
index fe01e6ee4..619529e25 100644
--- a/docs/docs/config-reference/app/config_chatdashboardconfig_2480d0.mdx
+++ b/docs/docs/config-reference/app/config_chatdashboardconfig_2480d0.mdx
@@ -49,12 +49,12 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "window configuration",
-          "url": "/docs/config-reference/memory/config_bufferwindowgptsappmemoryconfig_c31071"
+          "url": "../memory/config_bufferwindowgptsappmemoryconfig_c31071"
         },
         {
           "type": "link",
           "text": "token configuration",
-          "url": "/docs/config-reference/memory/config_tokenbuffergptsappmemoryconfig_6a2000"
+          "url": "../memory/config_tokenbuffergptsappmemoryconfig_6a2000"
         }
       ]
     },
diff --git a/docs/docs/config-reference/app/config_chatexcelconfig_8dcf86.mdx b/docs/docs/config-reference/app/config_chatexcelconfig_8dcf86.mdx
index ffc8a62fe..1b1039312 100644
--- a/docs/docs/config-reference/app/config_chatexcelconfig_8dcf86.mdx
+++ b/docs/docs/config-reference/app/config_chatexcelconfig_8dcf86.mdx
@@ -49,12 +49,12 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "window configuration",
-          "url": "/docs/config-reference/memory/config_bufferwindowgptsappmemoryconfig_c31071"
+          "url": "../memory/config_bufferwindowgptsappmemoryconfig_c31071"
         },
         {
           "type": "link",
           "text": "token configuration",
-          "url": "/docs/config-reference/memory/config_tokenbuffergptsappmemoryconfig_6a2000"
+          "url": "../memory/config_tokenbuffergptsappmemoryconfig_6a2000"
         }
       ],
       "defaultValue": "BufferWindowGPTsAppMemoryConfig"
diff --git a/docs/docs/config-reference/app/config_chatknowledgeconfig_d51d9e.mdx b/docs/docs/config-reference/app/config_chatknowledgeconfig_d51d9e.mdx
index 64c68857d..b57452670 100644
--- a/docs/docs/config-reference/app/config_chatknowledgeconfig_d51d9e.mdx
+++ b/docs/docs/config-reference/app/config_chatknowledgeconfig_d51d9e.mdx
@@ -49,12 +49,12 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "window configuration",
-          "url": "/docs/config-reference/memory/config_bufferwindowgptsappmemoryconfig_c31071"
+          "url": "../memory/config_bufferwindowgptsappmemoryconfig_c31071"
         },
         {
           "type": "link",
           "text": "token configuration",
-          "url": "/docs/config-reference/memory/config_tokenbuffergptsappmemoryconfig_6a2000"
+          "url": "../memory/config_tokenbuffergptsappmemoryconfig_6a2000"
         }
       ],
       "defaultValue": "BufferWindowGPTsAppMemoryConfig"
diff --git a/docs/docs/config-reference/app/config_chatnormalconfig_83c865.mdx b/docs/docs/config-reference/app/config_chatnormalconfig_83c865.mdx
index 568ffc4b1..157e07776 100644
--- a/docs/docs/config-reference/app/config_chatnormalconfig_83c865.mdx
+++ b/docs/docs/config-reference/app/config_chatnormalconfig_83c865.mdx
@@ -49,12 +49,12 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "window configuration",
-          "url": "/docs/config-reference/memory/config_bufferwindowgptsappmemoryconfig_c31071"
+          "url": "../memory/config_bufferwindowgptsappmemoryconfig_c31071"
         },
         {
           "type": "link",
           "text": "token configuration",
-          "url": "/docs/config-reference/memory/config_tokenbuffergptsappmemoryconfig_6a2000"
+          "url": "../memory/config_tokenbuffergptsappmemoryconfig_6a2000"
         }
       ],
       "defaultValue": "TokenBufferGPTsAppMemoryConfig"
diff --git a/docs/docs/config-reference/app/config_chatwithdbexecuteconfig_64fe0f.mdx b/docs/docs/config-reference/app/config_chatwithdbexecuteconfig_64fe0f.mdx
index 274e7bd69..01db4d663 100644
--- a/docs/docs/config-reference/app/config_chatwithdbexecuteconfig_64fe0f.mdx
+++ b/docs/docs/config-reference/app/config_chatwithdbexecuteconfig_64fe0f.mdx
@@ -49,12 +49,12 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "window configuration",
-          "url": "/docs/config-reference/memory/config_bufferwindowgptsappmemoryconfig_c31071"
+          "url": "../memory/config_bufferwindowgptsappmemoryconfig_c31071"
         },
         {
           "type": "link",
           "text": "token configuration",
-          "url": "/docs/config-reference/memory/config_tokenbuffergptsappmemoryconfig_6a2000"
+          "url": "../memory/config_tokenbuffergptsappmemoryconfig_6a2000"
         }
       ],
       "defaultValue": "BufferWindowGPTsAppMemoryConfig"
diff --git a/docs/docs/config-reference/app/config_chatwithdbqaconfig_62cbe4.mdx b/docs/docs/config-reference/app/config_chatwithdbqaconfig_62cbe4.mdx
index 0e7c86dbb..51e873fc4 100644
--- a/docs/docs/config-reference/app/config_chatwithdbqaconfig_62cbe4.mdx
+++ b/docs/docs/config-reference/app/config_chatwithdbqaconfig_62cbe4.mdx
@@ -49,12 +49,12 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "window configuration",
-          "url": "/docs/config-reference/memory/config_bufferwindowgptsappmemoryconfig_c31071"
+          "url": "../memory/config_bufferwindowgptsappmemoryconfig_c31071"
         },
         {
           "type": "link",
           "text": "token configuration",
-          "url": "/docs/config-reference/memory/config_tokenbuffergptsappmemoryconfig_6a2000"
+          "url": "../memory/config_tokenbuffergptsappmemoryconfig_6a2000"
         }
       ],
       "defaultValue": "BufferWindowGPTsAppMemoryConfig"
diff --git a/docs/docs/config-reference/app/config_gptsappconfig_134d16.mdx b/docs/docs/config-reference/app/config_gptsappconfig_134d16.mdx
index 8219a9b8d..daa4884b2 100644
--- a/docs/docs/config-reference/app/config_gptsappconfig_134d16.mdx
+++ b/docs/docs/config-reference/app/config_gptsappconfig_134d16.mdx
@@ -51,12 +51,12 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "window configuration",
-          "url": "/docs/config-reference/memory/config_bufferwindowgptsappmemoryconfig_c31071"
+          "url": "../memory/config_bufferwindowgptsappmemoryconfig_c31071"
         },
         {
           "type": "link",
           "text": "token configuration",
-          "url": "/docs/config-reference/memory/config_tokenbuffergptsappmemoryconfig_6a2000"
+          "url": "../memory/config_tokenbuffergptsappmemoryconfig_6a2000"
         }
       ]
     },
@@ -69,32 +69,32 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "chat_knowledge configuration",
-          "url": "/docs/config-reference/app/config_chatknowledgeconfig_d51d9e"
+          "url": "config_chatknowledgeconfig_d51d9e"
         },
         {
           "type": "link",
           "text": "chat_with_db_qa configuration",
-          "url": "/docs/config-reference/app/config_chatwithdbqaconfig_62cbe4"
+          "url": "config_chatwithdbqaconfig_62cbe4"
         },
         {
           "type": "link",
           "text": "chat_with_db_execute configuration",
-          "url": "/docs/config-reference/app/config_chatwithdbexecuteconfig_64fe0f"
+          "url": "config_chatwithdbexecuteconfig_64fe0f"
         },
         {
           "type": "link",
           "text": "chat_normal configuration",
-          "url": "/docs/config-reference/app/config_chatnormalconfig_83c865"
+          "url": "config_chatnormalconfig_83c865"
         },
         {
           "type": "link",
           "text": "chat_excel configuration",
-          "url": "/docs/config-reference/app/config_chatexcelconfig_8dcf86"
+          "url": "config_chatexcelconfig_8dcf86"
         },
         {
           "type": "link",
           "text": "chat_dashboard configuration",
-          "url": "/docs/config-reference/app/config_chatdashboardconfig_2480d0"
+          "url": "config_chatdashboardconfig_2480d0"
         }
       ],
       "defaultValue": "[]"
diff --git a/docs/docs/config-reference/app/config_ragparameters_7483b2.mdx b/docs/docs/config-reference/app/config_ragparameters_7483b2.mdx
index b3fbd81e6..8145c80bd 100644
--- a/docs/docs/config-reference/app/config_ragparameters_7483b2.mdx
+++ b/docs/docs/config-reference/app/config_ragparameters_7483b2.mdx
@@ -75,7 +75,7 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "storageconfig configuration",
-          "url": "/docs/config-reference/app/config_storageconfig_028579"
+          "url": "config_storageconfig_028579"
         }
       ],
       "defaultValue": "StorageConfig"
diff --git a/docs/docs/config-reference/app/config_storageconfig_028579.mdx b/docs/docs/config-reference/app/config_storageconfig_028579.mdx
index 6cc7d518d..d9969dfea 100644
--- a/docs/docs/config-reference/app/config_storageconfig_028579.mdx
+++ b/docs/docs/config-reference/app/config_storageconfig_028579.mdx
@@ -19,32 +19,32 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "chroma configuration",
-          "url": "/docs/config-reference/vector_store/chroma_store_chromavectorconfig_16224f"
+          "url": "../vector_store/chroma_store_chromavectorconfig_16224f"
         },
         {
           "type": "link",
           "text": "elasticsearch configuration",
-          "url": "/docs/config-reference/vector_store/elastic_store_elasticsearchstoreconfig_15bdb6"
+          "url": "../vector_store/elastic_store_elasticsearchstoreconfig_15bdb6"
         },
         {
           "type": "link",
           "text": "pgvector configuration",
-          "url": "/docs/config-reference/vector_store/pgvector_store_pgvectorconfig_3ef448"
+          "url": "../vector_store/pgvector_store_pgvectorconfig_3ef448"
         },
         {
           "type": "link",
           "text": "weaviate configuration",
-          "url": "/docs/config-reference/vector_store/weaviate_store_weaviatevectorconfig_093ce3"
+          "url": "../vector_store/weaviate_store_weaviatevectorconfig_093ce3"
         },
         {
           "type": "link",
           "text": "milvus configuration",
-          "url": "/docs/config-reference/vector_store/milvus_store_milvusvectorconfig_20af52"
+          "url": "../vector_store/milvus_store_milvusvectorconfig_20af52"
         },
         {
           "type": "link",
           "text": "oceanbase configuration",
-          "url": "/docs/config-reference/vector_store/oceanbase_store_oceanbaseconfig_220e36"
+          "url": "../vector_store/oceanbase_store_oceanbaseconfig_220e36"
         }
       ],
       "defaultValue": "ChromaVectorConfig"
@@ -58,7 +58,7 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "tugraph configuration",
-          "url": "/docs/config-reference/graph_store/tugraph_store_tugraphstoreconfig_7ca8a8"
+          "url": "../graph_store/tugraph_store_tugraphstoreconfig_7ca8a8"
         }
       ]
     },
@@ -71,32 +71,32 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "chroma configuration",
-          "url": "/docs/config-reference/vector_store/chroma_store_chromavectorconfig_16224f"
+          "url": "../vector_store/chroma_store_chromavectorconfig_16224f"
         },
         {
           "type": "link",
           "text": "elasticsearch configuration",
-          "url": "/docs/config-reference/vector_store/elastic_store_elasticsearchstoreconfig_15bdb6"
+          "url": "../vector_store/elastic_store_elasticsearchstoreconfig_15bdb6"
         },
         {
           "type": "link",
           "text": "pgvector configuration",
-          "url": "/docs/config-reference/vector_store/pgvector_store_pgvectorconfig_3ef448"
+          "url": "../vector_store/pgvector_store_pgvectorconfig_3ef448"
         },
         {
           "type": "link",
           "text": "weaviate configuration",
-          "url": "/docs/config-reference/vector_store/weaviate_store_weaviatevectorconfig_093ce3"
+          "url": "../vector_store/weaviate_store_weaviatevectorconfig_093ce3"
         },
         {
           "type": "link",
           "text": "milvus configuration",
-          "url": "/docs/config-reference/vector_store/milvus_store_milvusvectorconfig_20af52"
+          "url": "../vector_store/milvus_store_milvusvectorconfig_20af52"
         },
         {
           "type": "link",
           "text": "oceanbase configuration",
-          "url": "/docs/config-reference/vector_store/oceanbase_store_oceanbaseconfig_220e36"
+          "url": "../vector_store/oceanbase_store_oceanbaseconfig_220e36"
         }
       ]
     }
diff --git a/docs/docs/config-reference/app/index.mdx b/docs/docs/config-reference/app/index.mdx
index 2a333a6fa..7a3bc56a9 100644
--- a/docs/docs/config-reference/app/index.mdx
+++ b/docs/docs/config-reference/app/index.mdx
@@ -15,32 +15,32 @@ import { ConfigClassTable } from '@site/src/components/mdx/ConfigClassTable';
   {
     "name": "ChatDashboardConfig",
     "description": "Chat Dashboard Configuration",
-    "link": "/docs/config-reference/app/config_chatdashboardconfig_2480d0"
+    "link": "./config_chatdashboardconfig_2480d0"
   },
   {
     "name": "ChatExcelConfig",
     "description": "Chat Excel Configuration",
-    "link": "/docs/config-reference/app/config_chatexcelconfig_8dcf86"
+    "link": "./config_chatexcelconfig_8dcf86"
   },
   {
     "name": "ChatKnowledgeConfig",
     "description": "Chat Knowledge Configuration",
-    "link": "/docs/config-reference/app/config_chatknowledgeconfig_d51d9e"
+    "link": "./config_chatknowledgeconfig_d51d9e"
   },
   {
     "name": "ChatNormalConfig",
     "description": "Chat Normal Configuration",
-    "link": "/docs/config-reference/app/config_chatnormalconfig_83c865"
+    "link": "./config_chatnormalconfig_83c865"
   },
   {
     "name": "ChatWithDBExecuteConfig",
     "description": "Chat With DB Execute Configuration",
-    "link": "/docs/config-reference/app/config_chatwithdbexecuteconfig_64fe0f"
+    "link": "./config_chatwithdbexecuteconfig_64fe0f"
   },
   {
     "name": "ChatWithDBQAConfig",
     "description": "Chat With DB QA Configuration",
-    "link": "/docs/config-reference/app/config_chatwithdbqaconfig_62cbe4"
+    "link": "./config_chatwithdbqaconfig_62cbe4"
   },
 ]} />
 
diff --git a/docs/docs/config-reference/config_applicationconfig_72fd1c.mdx b/docs/docs/config-reference/config_applicationconfig_72fd1c.mdx
index 56e08bd7b..02ddf815c 100644
--- a/docs/docs/config-reference/config_applicationconfig_72fd1c.mdx
+++ b/docs/docs/config-reference/config_applicationconfig_72fd1c.mdx
@@ -19,7 +19,7 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "hookconfig configuration",
-          "url": "/docs/config-reference/manager_hookconfig_d9a481"
+          "url": "manager_hookconfig_d9a481"
         }
       ],
       "defaultValue": "[]"
@@ -33,7 +33,7 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "systemparameters configuration",
-          "url": "/docs/config-reference/config_systemparameters_fd92b9"
+          "url": "config_systemparameters_fd92b9"
         }
       ],
       "defaultValue": "SystemParameters"
@@ -47,7 +47,7 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "serviceconfig configuration",
-          "url": "/docs/config-reference/service/config_serviceconfig_81a10f"
+          "url": "service/config_serviceconfig_81a10f"
         }
       ],
       "defaultValue": "ServiceConfig"
@@ -61,7 +61,7 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "modelsdeployparameters configuration",
-          "url": "/docs/config-reference/service/parameter_modelsdeployparameters_5c7bc5"
+          "url": "service/parameter_modelsdeployparameters_5c7bc5"
         }
       ],
       "defaultValue": "ModelsDeployParameters"
@@ -75,67 +75,67 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "datasource configuration",
-          "url": "/docs/config-reference/serve/config_serveconfig_63f1e9"
+          "url": "serve/config_serveconfig_63f1e9"
         },
         {
           "type": "link",
           "text": "agent/chat configuration",
-          "url": "/docs/config-reference/serve/config_serveconfig_adbd6f"
+          "url": "serve/config_serveconfig_adbd6f"
         },
         {
           "type": "link",
           "text": "conversation configuration",
-          "url": "/docs/config-reference/serve/config_serveconfig_313252"
+          "url": "serve/config_serveconfig_313252"
         },
         {
           "type": "link",
           "text": "dbgpts_hub configuration",
-          "url": "/docs/config-reference/serve/config_serveconfig_ec2d70"
+          "url": "serve/config_serveconfig_ec2d70"
         },
         {
           "type": "link",
           "text": "dbgpts_my configuration",
-          "url": "/docs/config-reference/serve/config_serveconfig_1a9284"
+          "url": "serve/config_serveconfig_1a9284"
         },
         {
           "type": "link",
           "text": "evaluate configuration",
-          "url": "/docs/config-reference/serve/config_serveconfig_8839e0"
+          "url": "serve/config_serveconfig_8839e0"
         },
         {
           "type": "link",
           "text": "feedback configuration",
-          "url": "/docs/config-reference/serve/config_serveconfig_fa1f35"
+          "url": "serve/config_serveconfig_fa1f35"
         },
         {
           "type": "link",
           "text": "file configuration",
-          "url": "/docs/config-reference/serve/config_serveconfig_cb64c6"
+          "url": "serve/config_serveconfig_cb64c6"
         },
         {
           "type": "link",
           "text": "flow configuration",
-          "url": "/docs/config-reference/serve/config_serveconfig_c0b589"
+          "url": "serve/config_serveconfig_c0b589"
         },
         {
           "type": "link",
           "text": "libro configuration",
-          "url": "/docs/config-reference/serve/config_serveconfig_b1c2b9"
+          "url": "serve/config_serveconfig_b1c2b9"
         },
         {
           "type": "link",
           "text": "model configuration",
-          "url": "/docs/config-reference/serve/config_serveconfig_7a0577"
+          "url": "serve/config_serveconfig_7a0577"
         },
         {
           "type": "link",
           "text": "prompt configuration",
-          "url": "/docs/config-reference/serve/config_serveconfig_854dad"
+          "url": "serve/config_serveconfig_854dad"
         },
         {
           "type": "link",
           "text": "rag configuration",
-          "url": "/docs/config-reference/serve/config_serveconfig_7889f9"
+          "url": "serve/config_serveconfig_7889f9"
         }
       ],
       "defaultValue": "[]"
@@ -149,7 +149,7 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "ragparameters configuration",
-          "url": "/docs/config-reference/app/config_ragparameters_7483b2"
+          "url": "app/config_ragparameters_7483b2"
         }
       ],
       "defaultValue": "RagParameters"
@@ -163,7 +163,7 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "gptsappconfig configuration",
-          "url": "/docs/config-reference/app/config_gptsappconfig_134d16"
+          "url": "app/config_gptsappconfig_134d16"
         }
       ],
       "defaultValue": "GPTsAppConfig"
@@ -177,7 +177,7 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "tracerparameters configuration",
-          "url": "/docs/config-reference/utils/tracer_impl_tracerparameters_f8f272"
+          "url": "utils/tracer_impl_tracerparameters_f8f272"
         }
       ],
       "defaultValue": "TracerParameters"
@@ -191,7 +191,7 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "loggingparameters configuration",
-          "url": "/docs/config-reference/utils/utils_loggingparameters_4ba5c6"
+          "url": "utils/utils_loggingparameters_4ba5c6"
         }
       ],
       "defaultValue": "LoggingParameters"
diff --git a/docs/docs/config-reference/datasource/index.mdx b/docs/docs/config-reference/datasource/index.mdx
index 3cb073df2..7bd80e91f 100644
--- a/docs/docs/config-reference/datasource/index.mdx
+++ b/docs/docs/config-reference/datasource/index.mdx
@@ -15,72 +15,72 @@ import { ConfigClassTable } from '@site/src/components/mdx/ConfigClassTable';
   {
     "name": "ClickhouseParameters",
     "description": "Columnar database for high-performance analytics and real-time queries.",
-    "link": "/docs/config-reference/datasource/conn_clickhouse_clickhouseparameters_4a1237"
+    "link": "./conn_clickhouse_clickhouseparameters_4a1237"
   },
   {
     "name": "DorisParameters",
     "description": "A new-generation open-source real-time data warehouse.",
-    "link": "/docs/config-reference/datasource/conn_doris_dorisparameters_e33c53"
+    "link": "./conn_doris_dorisparameters_e33c53"
   },
   {
     "name": "DuckDbConnectorParameters",
     "description": "In-memory analytical database with efficient query processing.",
-    "link": "/docs/config-reference/datasource/conn_duckdb_duckdbconnectorparameters_c672c7"
+    "link": "./conn_duckdb_duckdbconnectorparameters_c672c7"
   },
   {
     "name": "HiveParameters",
     "description": "A distributed fault-tolerant data warehouse system.",
-    "link": "/docs/config-reference/datasource/conn_hive_hiveparameters_ec3601"
+    "link": "./conn_hive_hiveparameters_ec3601"
   },
   {
     "name": "MSSQLParameters",
     "description": "Powerful, scalable, secure relational database system by Microsoft.",
-    "link": "/docs/config-reference/datasource/conn_mssql_mssqlparameters_d79d1c"
+    "link": "./conn_mssql_mssqlparameters_d79d1c"
   },
   {
     "name": "MySQLParameters",
     "description": "Fast, reliable, scalable open-source relational database management system.",
-    "link": "/docs/config-reference/datasource/conn_mysql_mysqlparameters_4393c4"
+    "link": "./conn_mysql_mysqlparameters_4393c4"
   },
   {
     "name": "OceanBaseParameters",
     "description": "An Ultra-Fast & Cost-Effective Distributed SQL Database.",
-    "link": "/docs/config-reference/datasource/conn_oceanbase_oceanbaseparameters_260d2d"
+    "link": "./conn_oceanbase_oceanbaseparameters_260d2d"
   },
   {
     "name": "PostgreSQLParameters",
     "description": "Powerful open-source relational database with extensibility and SQL standards.",
-    "link": "/docs/config-reference/datasource/conn_postgresql_postgresqlparameters_22efa5"
+    "link": "./conn_postgresql_postgresqlparameters_22efa5"
   },
   {
     "name": "RDBMSDatasourceParameters",
     "description": "RDBMS datasource parameters.",
-    "link": "/docs/config-reference/datasource/base_rdbmsdatasourceparameters_4f774f"
+    "link": "./base_rdbmsdatasourceparameters_4f774f"
   },
   {
     "name": "SQLiteConnectorParameters",
     "description": "Lightweight embedded relational database with simplicity and portability.",
-    "link": "/docs/config-reference/datasource/conn_sqlite_sqliteconnectorparameters_82c8b5"
+    "link": "./conn_sqlite_sqliteconnectorparameters_82c8b5"
   },
   {
     "name": "SparkParameters",
     "description": "Unified engine for large-scale data analytics.",
-    "link": "/docs/config-reference/datasource/conn_spark_sparkparameters_174bbc"
+    "link": "./conn_spark_sparkparameters_174bbc"
   },
   {
     "name": "StarRocksParameters",
     "description": "An Open-Source, High-Performance Analytical Database.",
-    "link": "/docs/config-reference/datasource/conn_starrocks_starrocksparameters_e511f7"
+    "link": "./conn_starrocks_starrocksparameters_e511f7"
   },
   {
     "name": "TuGraphParameters",
     "description": "TuGraph is a high-performance graph database jointly developed by Ant Group and Tsinghua University.",
-    "link": "/docs/config-reference/datasource/conn_tugraph_tugraphparameters_0c844e"
+    "link": "./conn_tugraph_tugraphparameters_0c844e"
   },
   {
     "name": "VerticaParameters",
     "description": "Vertica is a strongly consistent, ACID-compliant, SQL data warehouse, built for the scale and complexity of today`s data-driven world.",
-    "link": "/docs/config-reference/datasource/conn_vertica_verticaparameters_c712b8"
+    "link": "./conn_vertica_verticaparameters_c712b8"
   },
 ]} />
 
diff --git a/docs/docs/config-reference/embedding/index.mdx b/docs/docs/config-reference/embedding/index.mdx
index 203b133b0..6e63dda8a 100644
--- a/docs/docs/config-reference/embedding/index.mdx
+++ b/docs/docs/config-reference/embedding/index.mdx
@@ -15,32 +15,32 @@ import { ConfigClassTable } from '@site/src/components/mdx/ConfigClassTable';
   {
     "name": "HFEmbeddingDeployModelParameters",
     "description": "HFEmbeddingDeployModelParameters(name: str, provider: str = 'hf', verbose: Optional[bool] = False, concurrency: Optional[int] = 100, path: Optional[str] = None, device: Optional[str] = None, cache_folder: Optional[str] = None, normalize_embeddings: bool = False, multi_process: bool = False, model_kwargs: Dict[str, Any] = <factory>, encode_kwargs: Dict[str, Any] = <factory>, embed_instruction: Optional[str] = None, query_instruction: Optional[str] = None)",
-    "link": "/docs/config-reference/embedding/embeddings_hfembeddingdeploymodelparameters_f588e1"
+    "link": "./embeddings_hfembeddingdeploymodelparameters_f588e1"
   },
   {
     "name": "JinaEmbeddingsDeployModelParameters",
     "description": "Jina AI Embeddings deploy model parameters.",
-    "link": "/docs/config-reference/embedding/jina_jinaembeddingsdeploymodelparameters_40b0f2"
+    "link": "./jina_jinaembeddingsdeploymodelparameters_40b0f2"
   },
   {
     "name": "OllamaEmbeddingDeployModelParameters",
     "description": "Ollama Embeddings deploy model parameters.",
-    "link": "/docs/config-reference/embedding/ollama_ollamaembeddingdeploymodelparameters_b511e0"
+    "link": "./ollama_ollamaembeddingdeploymodelparameters_b511e0"
   },
   {
     "name": "OpenAPIEmbeddingDeployModelParameters",
     "description": "OpenAPI embedding deploy model parameters.",
-    "link": "/docs/config-reference/embedding/embeddings_openapiembeddingdeploymodelparameters_f9ba47"
+    "link": "./embeddings_openapiembeddingdeploymodelparameters_f9ba47"
   },
   {
     "name": "QianfanEmbeddingDeployModelParameters",
     "description": "Qianfan Embeddings deploy model parameters.",
-    "link": "/docs/config-reference/embedding/qianfan_qianfanembeddingdeploymodelparameters_257d2a"
+    "link": "./qianfan_qianfanembeddingdeploymodelparameters_257d2a"
   },
   {
     "name": "TongyiEmbeddingDeployModelParameters",
     "description": "Qianfan Embeddings deploy model parameters.",
-    "link": "/docs/config-reference/embedding/tongyi_tongyiembeddingdeploymodelparameters_a7cbb4"
+    "link": "./tongyi_tongyiembeddingdeploymodelparameters_a7cbb4"
   },
 ]} />
 
diff --git a/docs/docs/config-reference/graph_store/index.mdx b/docs/docs/config-reference/graph_store/index.mdx
index 49bc3ff65..bde6111bd 100644
--- a/docs/docs/config-reference/graph_store/index.mdx
+++ b/docs/docs/config-reference/graph_store/index.mdx
@@ -15,22 +15,22 @@ import { ConfigClassTable } from '@site/src/components/mdx/ConfigClassTable';
   {
     "name": "BuiltinKnowledgeGraphConfig",
     "description": "",
-    "link": "/docs/config-reference/graph_store/knowledge_graph_builtinknowledgegraphconfig_f26e05"
+    "link": "./knowledge_graph_builtinknowledgegraphconfig_f26e05"
   },
   {
     "name": "Neo4jStoreConfig",
     "description": "",
-    "link": "/docs/config-reference/graph_store/neo4j_store_neo4jstoreconfig_a4db5d"
+    "link": "./neo4j_store_neo4jstoreconfig_a4db5d"
   },
   {
     "name": "OpenSPGConfig",
     "description": "",
-    "link": "/docs/config-reference/graph_store/open_spg_openspgconfig_a744fd"
+    "link": "./open_spg_openspgconfig_a744fd"
   },
   {
     "name": "TuGraphStoreConfig",
     "description": "TuGraph store config.",
-    "link": "/docs/config-reference/graph_store/tugraph_store_tugraphstoreconfig_7ca8a8"
+    "link": "./tugraph_store_tugraphstoreconfig_7ca8a8"
   },
 ]} />
 
diff --git a/docs/docs/config-reference/llm/hf_adapter_hfllmdeploymodelparameters_103e81.mdx b/docs/docs/config-reference/llm/hf_adapter_hfllmdeploymodelparameters_103e81.mdx
index f174eacd0..8ab931060 100644
--- a/docs/docs/config-reference/llm/hf_adapter_hfllmdeploymodelparameters_103e81.mdx
+++ b/docs/docs/config-reference/llm/hf_adapter_hfllmdeploymodelparameters_103e81.mdx
@@ -89,17 +89,17 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "bitsandbytes configuration",
-          "url": "/docs/config-reference/llm/parameter_bitsandbytesquantization_d40e3b"
+          "url": "parameter_bitsandbytesquantization_d40e3b"
         },
         {
           "type": "link",
           "text": "bitsandbytes_8bits configuration",
-          "url": "/docs/config-reference/llm/parameter_bitsandbytesquantization8bits_909aed"
+          "url": "parameter_bitsandbytesquantization8bits_909aed"
         },
         {
           "type": "link",
           "text": "bitsandbytes_4bits configuration",
-          "url": "/docs/config-reference/llm/parameter_bitsandbytesquantization4bits_52b778"
+          "url": "parameter_bitsandbytesquantization4bits_52b778"
         }
       ]
     },
diff --git a/docs/docs/config-reference/llm/index.mdx b/docs/docs/config-reference/llm/index.mdx
index e3e63e438..fd7b58820 100644
--- a/docs/docs/config-reference/llm/index.mdx
+++ b/docs/docs/config-reference/llm/index.mdx
@@ -15,112 +15,112 @@ import { ConfigClassTable } from '@site/src/components/mdx/ConfigClassTable';
   {
     "name": "BaichuanDeployModelParameters",
     "description": "Baichuan Proxy LLM",
-    "link": "/docs/config-reference/llm/baichuan_baichuandeploymodelparameters_0bf9cc"
+    "link": "./baichuan_baichuandeploymodelparameters_0bf9cc"
   },
   {
     "name": "BitsandbytesQuantization",
     "description": "Bits and bytes quantization parameters.",
-    "link": "/docs/config-reference/llm/parameter_bitsandbytesquantization_d40e3b"
+    "link": "./parameter_bitsandbytesquantization_d40e3b"
   },
   {
     "name": "BitsandbytesQuantization4bits",
     "description": "Bits and bytes quantization 4 bits parameters.",
-    "link": "/docs/config-reference/llm/parameter_bitsandbytesquantization4bits_52b778"
+    "link": "./parameter_bitsandbytesquantization4bits_52b778"
   },
   {
     "name": "BitsandbytesQuantization8bits",
     "description": "Bits and bytes quantization 8 bits parameters.",
-    "link": "/docs/config-reference/llm/parameter_bitsandbytesquantization8bits_909aed"
+    "link": "./parameter_bitsandbytesquantization8bits_909aed"
   },
   {
     "name": "ClaudeDeployModelParameters",
     "description": "Claude Proxy LLM",
-    "link": "/docs/config-reference/llm/claude_claudedeploymodelparameters_1f0c45"
+    "link": "./claude_claudedeploymodelparameters_1f0c45"
   },
   {
     "name": "DeepSeekDeployModelParameters",
     "description": "Deepseek proxy LLM configuration.",
-    "link": "/docs/config-reference/llm/deepseek_deepseekdeploymodelparameters_194cbd"
+    "link": "./deepseek_deepseekdeploymodelparameters_194cbd"
   },
   {
     "name": "GeminiDeployModelParameters",
     "description": "Google Gemini proxy LLM configuration.",
-    "link": "/docs/config-reference/llm/gemini_geminideploymodelparameters_5113b9"
+    "link": "./gemini_geminideploymodelparameters_5113b9"
   },
   {
     "name": "GiteeDeployModelParameters",
     "description": "Gitee proxy LLM configuration.",
-    "link": "/docs/config-reference/llm/gitee_giteedeploymodelparameters_d1bdb3"
+    "link": "./gitee_giteedeploymodelparameters_d1bdb3"
   },
   {
     "name": "HFLLMDeployModelParameters",
     "description": "Local deploy model parameters.",
-    "link": "/docs/config-reference/llm/hf_adapter_hfllmdeploymodelparameters_103e81"
+    "link": "./hf_adapter_hfllmdeploymodelparameters_103e81"
   },
   {
     "name": "LlamaCppModelParameters",
     "description": "LlamaCppModelParameters(name: str, provider: str = 'llama.cpp', verbose: Optional[bool] = False, concurrency: Optional[int] = 5, backend: Optional[str] = None, prompt_template: Optional[str] = None, context_length: Optional[int] = None, reasoning_model: Optional[bool] = None, path: Optional[str] = None, device: Optional[str] = None, seed: Optional[int] = -1, n_threads: Optional[int] = None, n_batch: Optional[int] = 512, n_gpu_layers: Optional[int] = 1000000000, n_gqa: Optional[int] = None, rms_norm_eps: Optional[float] = 5e-06, cache_capacity: Optional[str] = None, prefer_cpu: Optional[bool] = False)",
-    "link": "/docs/config-reference/llm/llama_cpp_py_adapter_llamacppmodelparameters_e88874"
+    "link": "./llama_cpp_py_adapter_llamacppmodelparameters_e88874"
   },
   {
     "name": "LlamaServerParameters",
     "description": "LlamaServerParameters(name: str, provider: str = 'llama.cpp.server', verbose: Optional[bool] = False, concurrency: Optional[int] = 20, backend: Optional[str] = None, prompt_template: Optional[str] = None, context_length: Optional[int] = None, reasoning_model: Optional[bool] = None, path: Optional[str] = None, model_hf_repo: Optional[str] = None, model_hf_file: Optional[str] = None, device: Optional[str] = None, server_bin_path: Optional[str] = None, server_host: str = '127.0.0.1', server_port: int = 0, temperature: float = 0.8, seed: int = 42, debug: bool = False, model_url: Optional[str] = None, model_draft: Optional[str] = None, threads: Optional[int] = None, n_gpu_layers: Optional[int] = None, batch_size: Optional[int] = None, ubatch_size: Optional[int] = None, ctx_size: Optional[int] = None, grp_attn_n: Optional[int] = None, grp_attn_w: Optional[int] = None, n_predict: Optional[int] = None, slot_save_path: Optional[str] = None, n_slots: Optional[int] = None, cont_batching: bool = False, embedding: bool = False, reranking: bool = False, metrics: bool = False, slots: bool = False, draft: Optional[int] = None, draft_max: Optional[int] = None, draft_min: Optional[int] = None, api_key: Optional[str] = None, lora_files: List[str] = <factory>, no_context_shift: bool = False, no_webui: Optional[bool] = None, startup_timeout: Optional[int] = None)",
-    "link": "/docs/config-reference/llm/llama_cpp_adapter_llamaserverparameters_421f40"
+    "link": "./llama_cpp_adapter_llamaserverparameters_421f40"
   },
   {
     "name": "MoonshotDeployModelParameters",
     "description": "Moonshot proxy LLM configuration.",
-    "link": "/docs/config-reference/llm/moonshot_moonshotdeploymodelparameters_aa2f6b"
+    "link": "./moonshot_moonshotdeploymodelparameters_aa2f6b"
   },
   {
     "name": "OllamaDeployModelParameters",
     "description": "Ollama proxy LLM configuration.",
-    "link": "/docs/config-reference/llm/ollama_ollamadeploymodelparameters_d55be6"
+    "link": "./ollama_ollamadeploymodelparameters_d55be6"
   },
   {
     "name": "OpenAICompatibleDeployModelParameters",
     "description": "OpenAI Compatible Proxy LLM",
-    "link": "/docs/config-reference/llm/chatgpt_openaicompatibledeploymodelparameters_c3d426"
+    "link": "./chatgpt_openaicompatibledeploymodelparameters_c3d426"
   },
   {
     "name": "SiliconFlowDeployModelParameters",
     "description": "SiliconFlow proxy LLM configuration.",
-    "link": "/docs/config-reference/llm/siliconflow_siliconflowdeploymodelparameters_abe22f"
+    "link": "./siliconflow_siliconflowdeploymodelparameters_abe22f"
   },
   {
     "name": "SparkDeployModelParameters",
     "description": "Xunfei Spark proxy LLM configuration.",
-    "link": "/docs/config-reference/llm/spark_sparkdeploymodelparameters_afba3c"
+    "link": "./spark_sparkdeploymodelparameters_afba3c"
   },
   {
     "name": "TongyiDeployModelParameters",
     "description": "Tongyi proxy LLM configuration.",
-    "link": "/docs/config-reference/llm/tongyi_tongyideploymodelparameters_02a91b"
+    "link": "./tongyi_tongyideploymodelparameters_02a91b"
   },
   {
     "name": "VLLMDeployModelParameters",
     "description": "Local deploy model parameters.",
-    "link": "/docs/config-reference/llm/vllm_adapter_vllmdeploymodelparameters_1d4a24"
+    "link": "./vllm_adapter_vllmdeploymodelparameters_1d4a24"
   },
   {
     "name": "VolcengineDeployModelParameters",
     "description": "Volcengine proxy LLM configuration.",
-    "link": "/docs/config-reference/llm/volcengine_volcenginedeploymodelparameters_938015"
+    "link": "./volcengine_volcenginedeploymodelparameters_938015"
   },
   {
     "name": "WenxinDeployModelParameters",
     "description": "Baidu Wenxin proxy LLM configuration.",
-    "link": "/docs/config-reference/llm/wenxin_wenxindeploymodelparameters_63c66b"
+    "link": "./wenxin_wenxindeploymodelparameters_63c66b"
   },
   {
     "name": "YiDeployModelParameters",
     "description": "Yi proxy LLM configuration.",
-    "link": "/docs/config-reference/llm/yi_yideploymodelparameters_92dbaa"
+    "link": "./yi_yideploymodelparameters_92dbaa"
   },
   {
     "name": "ZhipuDeployModelParameters",
     "description": "Zhipu proxy LLM configuration.",
-    "link": "/docs/config-reference/llm/zhipu_zhipudeploymodelparameters_c51e31"
+    "link": "./zhipu_zhipudeploymodelparameters_c51e31"
   },
 ]} />
 
diff --git a/docs/docs/config-reference/memory/index.mdx b/docs/docs/config-reference/memory/index.mdx
index a99cba6df..359773df9 100644
--- a/docs/docs/config-reference/memory/index.mdx
+++ b/docs/docs/config-reference/memory/index.mdx
@@ -15,12 +15,12 @@ import { ConfigClassTable } from '@site/src/components/mdx/ConfigClassTable';
   {
     "name": "BufferWindowGPTsAppMemoryConfig",
     "description": "Buffer window memory configuration.\n\n    This configuration is used to control the buffer window memory.",
-    "link": "/docs/config-reference/memory/config_bufferwindowgptsappmemoryconfig_c31071"
+    "link": "./config_bufferwindowgptsappmemoryconfig_c31071"
   },
   {
     "name": "TokenBufferGPTsAppMemoryConfig",
     "description": "Token buffer memory configuration.\n\n    This configuration is used to control the token buffer memory.",
-    "link": "/docs/config-reference/memory/config_tokenbuffergptsappmemoryconfig_6a2000"
+    "link": "./config_tokenbuffergptsappmemoryconfig_6a2000"
   },
 ]} />
 
diff --git a/docs/docs/config-reference/overview.mdx b/docs/docs/config-reference/overview.mdx
index 98e900b51..352ab836d 100644
--- a/docs/docs/config-reference/overview.mdx
+++ b/docs/docs/config-reference/overview.mdx
@@ -31,12 +31,12 @@ This type contains 6 configuration classes.
 
 | Class | Description |
 |-------|-------------|
-| [ChatDashboardConfig](/docs/config-reference/app/config_chatdashboardconfig_2480d0) |  |
-| [ChatExcelConfig](/docs/config-reference/app/config_chatexcelconfig_8dcf86) |  |
-| [ChatKnowledgeConfig](/docs/config-reference/app/config_chatknowledgeconfig_d51d9e) |  |
-| [ChatNormalConfig](/docs/config-reference/app/config_chatnormalconfig_83c865) |  |
-| [ChatWithDBExecuteConfig](/docs/config-reference/app/config_chatwithdbexecuteconfig_64fe0f) |  |
-| [ChatWithDBQAConfig](/docs/config-reference/app/config_chatwithdbqaconfig_62cbe4) |  |
+| [ChatDashboardConfig](app/config_chatdashboardconfig_2480d0) |  |
+| [ChatExcelConfig](app/config_chatexcelconfig_8dcf86) |  |
+| [ChatKnowledgeConfig](app/config_chatknowledgeconfig_d51d9e) |  |
+| [ChatNormalConfig](app/config_chatnormalconfig_83c865) |  |
+| [ChatWithDBExecuteConfig](app/config_chatwithdbexecuteconfig_64fe0f) |  |
+| [ChatWithDBQAConfig](app/config_chatwithdbqaconfig_62cbe4) |  |
 
 ---
 
@@ -48,20 +48,20 @@ This type contains 14 configuration classes.
 
 | Class | Description |
 |-------|-------------|
-| [ClickhouseParameters](/docs/config-reference/datasource/conn_clickhouse_clickhouseparameters_4a1237) |  |
-| [DorisParameters](/docs/config-reference/datasource/conn_doris_dorisparameters_e33c53) |  |
-| [DuckDbConnectorParameters](/docs/config-reference/datasource/conn_duckdb_duckdbconnectorparameters_c672c7) |  |
-| [HiveParameters](/docs/config-reference/datasource/conn_hive_hiveparameters_ec3601) |  |
-| [MSSQLParameters](/docs/config-reference/datasource/conn_mssql_mssqlparameters_d79d1c) |  |
-| [MySQLParameters](/docs/config-reference/datasource/conn_mysql_mysqlparameters_4393c4) |  |
-| [OceanBaseParameters](/docs/config-reference/datasource/conn_oceanbase_oceanbaseparameters_260d2d) |  |
-| [PostgreSQLParameters](/docs/config-reference/datasource/conn_postgresql_postgresqlparameters_22efa5) |  |
-| [RDBMSDatasourceParameters](/docs/config-reference/datasource/base_rdbmsdatasourceparameters_4f774f) |  |
-| [SQLiteConnectorParameters](/docs/config-reference/datasource/conn_sqlite_sqliteconnectorparameters_82c8b5) |  |
-| [SparkParameters](/docs/config-reference/datasource/conn_spark_sparkparameters_174bbc) |  |
-| [StarRocksParameters](/docs/config-reference/datasource/conn_starrocks_starrocksparameters_e511f7) |  |
-| [TuGraphParameters](/docs/config-reference/datasource/conn_tugraph_tugraphparameters_0c844e) |  |
-| [VerticaParameters](/docs/config-reference/datasource/conn_vertica_verticaparameters_c712b8) |  |
+| [ClickhouseParameters](datasource/conn_clickhouse_clickhouseparameters_4a1237) |  |
+| [DorisParameters](datasource/conn_doris_dorisparameters_e33c53) |  |
+| [DuckDbConnectorParameters](datasource/conn_duckdb_duckdbconnectorparameters_c672c7) |  |
+| [HiveParameters](datasource/conn_hive_hiveparameters_ec3601) |  |
+| [MSSQLParameters](datasource/conn_mssql_mssqlparameters_d79d1c) |  |
+| [MySQLParameters](datasource/conn_mysql_mysqlparameters_4393c4) |  |
+| [OceanBaseParameters](datasource/conn_oceanbase_oceanbaseparameters_260d2d) |  |
+| [PostgreSQLParameters](datasource/conn_postgresql_postgresqlparameters_22efa5) |  |
+| [RDBMSDatasourceParameters](datasource/base_rdbmsdatasourceparameters_4f774f) |  |
+| [SQLiteConnectorParameters](datasource/conn_sqlite_sqliteconnectorparameters_82c8b5) |  |
+| [SparkParameters](datasource/conn_spark_sparkparameters_174bbc) |  |
+| [StarRocksParameters](datasource/conn_starrocks_starrocksparameters_e511f7) |  |
+| [TuGraphParameters](datasource/conn_tugraph_tugraphparameters_0c844e) |  |
+| [VerticaParameters](datasource/conn_vertica_verticaparameters_c712b8) |  |
 
 ---
 
@@ -73,12 +73,12 @@ This type contains 6 configuration classes.
 
 | Class | Description |
 |-------|-------------|
-| [HFEmbeddingDeployModelParameters](/docs/config-reference/embedding/embeddings_hfembeddingdeploymodelparameters_f588e1) |  |
-| [JinaEmbeddingsDeployModelParameters](/docs/config-reference/embedding/jina_jinaembeddingsdeploymodelparameters_40b0f2) |  |
-| [OllamaEmbeddingDeployModelParameters](/docs/config-reference/embedding/ollama_ollamaembeddingdeploymodelparameters_b511e0) |  |
-| [OpenAPIEmbeddingDeployModelParameters](/docs/config-reference/embedding/embeddings_openapiembeddingdeploymodelparameters_f9ba47) |  |
-| [QianfanEmbeddingDeployModelParameters](/docs/config-reference/embedding/qianfan_qianfanembeddingdeploymodelparameters_257d2a) |  |
-| [TongyiEmbeddingDeployModelParameters](/docs/config-reference/embedding/tongyi_tongyiembeddingdeploymodelparameters_a7cbb4) |  |
+| [HFEmbeddingDeployModelParameters](embedding/embeddings_hfembeddingdeploymodelparameters_f588e1) |  |
+| [JinaEmbeddingsDeployModelParameters](embedding/jina_jinaembeddingsdeploymodelparameters_40b0f2) |  |
+| [OllamaEmbeddingDeployModelParameters](embedding/ollama_ollamaembeddingdeploymodelparameters_b511e0) |  |
+| [OpenAPIEmbeddingDeployModelParameters](embedding/embeddings_openapiembeddingdeploymodelparameters_f9ba47) |  |
+| [QianfanEmbeddingDeployModelParameters](embedding/qianfan_qianfanembeddingdeploymodelparameters_257d2a) |  |
+| [TongyiEmbeddingDeployModelParameters](embedding/tongyi_tongyiembeddingdeploymodelparameters_a7cbb4) |  |
 
 ---
 
@@ -90,10 +90,10 @@ This type contains 4 configuration classes.
 
 | Class | Description |
 |-------|-------------|
-| [BuiltinKnowledgeGraphConfig](/docs/config-reference/graph_store/knowledge_graph_builtinknowledgegraphconfig_f26e05) |  |
-| [Neo4jStoreConfig](/docs/config-reference/graph_store/neo4j_store_neo4jstoreconfig_a4db5d) |  |
-| [OpenSPGConfig](/docs/config-reference/graph_store/open_spg_openspgconfig_a744fd) |  |
-| [TuGraphStoreConfig](/docs/config-reference/graph_store/tugraph_store_tugraphstoreconfig_7ca8a8) |  |
+| [BuiltinKnowledgeGraphConfig](graph_store/knowledge_graph_builtinknowledgegraphconfig_f26e05) |  |
+| [Neo4jStoreConfig](graph_store/neo4j_store_neo4jstoreconfig_a4db5d) |  |
+| [OpenSPGConfig](graph_store/open_spg_openspgconfig_a744fd) |  |
+| [TuGraphStoreConfig](graph_store/tugraph_store_tugraphstoreconfig_7ca8a8) |  |
 
 ---
 
@@ -114,28 +114,28 @@ graph TD
 
 | Class | Description |
 |-------|-------------|
-| [BaichuanDeployModelParameters](/docs/config-reference/llm/baichuan_baichuandeploymodelparameters_0bf9cc) |  |
-| [BitsandbytesQuantization](/docs/config-reference/llm/parameter_bitsandbytesquantization_d40e3b) |  |
-| [BitsandbytesQuantization4bits](/docs/config-reference/llm/parameter_bitsandbytesquantization4bits_52b778) |  |
-| [BitsandbytesQuantization8bits](/docs/config-reference/llm/parameter_bitsandbytesquantization8bits_909aed) |  |
-| [ClaudeDeployModelParameters](/docs/config-reference/llm/claude_claudedeploymodelparameters_1f0c45) |  |
-| [DeepSeekDeployModelParameters](/docs/config-reference/llm/deepseek_deepseekdeploymodelparameters_194cbd) |  |
-| [GeminiDeployModelParameters](/docs/config-reference/llm/gemini_geminideploymodelparameters_5113b9) |  |
-| [GiteeDeployModelParameters](/docs/config-reference/llm/gitee_giteedeploymodelparameters_d1bdb3) |  |
-| [HFLLMDeployModelParameters](/docs/config-reference/llm/hf_adapter_hfllmdeploymodelparameters_103e81) |  |
-| [LlamaCppModelParameters](/docs/config-reference/llm/llama_cpp_py_adapter_llamacppmodelparameters_e88874) |  |
-| [LlamaServerParameters](/docs/config-reference/llm/llama_cpp_adapter_llamaserverparameters_421f40) |  |
-| [MoonshotDeployModelParameters](/docs/config-reference/llm/moonshot_moonshotdeploymodelparameters_aa2f6b) |  |
-| [OllamaDeployModelParameters](/docs/config-reference/llm/ollama_ollamadeploymodelparameters_d55be6) |  |
-| [OpenAICompatibleDeployModelParameters](/docs/config-reference/llm/chatgpt_openaicompatibledeploymodelparameters_c3d426) |  |
-| [SiliconFlowDeployModelParameters](/docs/config-reference/llm/siliconflow_siliconflowdeploymodelparameters_abe22f) |  |
-| [SparkDeployModelParameters](/docs/config-reference/llm/spark_sparkdeploymodelparameters_afba3c) |  |
-| [TongyiDeployModelParameters](/docs/config-reference/llm/tongyi_tongyideploymodelparameters_02a91b) |  |
-| [VLLMDeployModelParameters](/docs/config-reference/llm/vllm_adapter_vllmdeploymodelparameters_1d4a24) |  |
-| [VolcengineDeployModelParameters](/docs/config-reference/llm/volcengine_volcenginedeploymodelparameters_938015) |  |
-| [WenxinDeployModelParameters](/docs/config-reference/llm/wenxin_wenxindeploymodelparameters_63c66b) |  |
-| [YiDeployModelParameters](/docs/config-reference/llm/yi_yideploymodelparameters_92dbaa) |  |
-| [ZhipuDeployModelParameters](/docs/config-reference/llm/zhipu_zhipudeploymodelparameters_c51e31) |  |
+| [BaichuanDeployModelParameters](llm/baichuan_baichuandeploymodelparameters_0bf9cc) |  |
+| [BitsandbytesQuantization](llm/parameter_bitsandbytesquantization_d40e3b) |  |
+| [BitsandbytesQuantization4bits](llm/parameter_bitsandbytesquantization4bits_52b778) |  |
+| [BitsandbytesQuantization8bits](llm/parameter_bitsandbytesquantization8bits_909aed) |  |
+| [ClaudeDeployModelParameters](llm/claude_claudedeploymodelparameters_1f0c45) |  |
+| [DeepSeekDeployModelParameters](llm/deepseek_deepseekdeploymodelparameters_194cbd) |  |
+| [GeminiDeployModelParameters](llm/gemini_geminideploymodelparameters_5113b9) |  |
+| [GiteeDeployModelParameters](llm/gitee_giteedeploymodelparameters_d1bdb3) |  |
+| [HFLLMDeployModelParameters](llm/hf_adapter_hfllmdeploymodelparameters_103e81) |  |
+| [LlamaCppModelParameters](llm/llama_cpp_py_adapter_llamacppmodelparameters_e88874) |  |
+| [LlamaServerParameters](llm/llama_cpp_adapter_llamaserverparameters_421f40) |  |
+| [MoonshotDeployModelParameters](llm/moonshot_moonshotdeploymodelparameters_aa2f6b) |  |
+| [OllamaDeployModelParameters](llm/ollama_ollamadeploymodelparameters_d55be6) |  |
+| [OpenAICompatibleDeployModelParameters](llm/chatgpt_openaicompatibledeploymodelparameters_c3d426) |  |
+| [SiliconFlowDeployModelParameters](llm/siliconflow_siliconflowdeploymodelparameters_abe22f) |  |
+| [SparkDeployModelParameters](llm/spark_sparkdeploymodelparameters_afba3c) |  |
+| [TongyiDeployModelParameters](llm/tongyi_tongyideploymodelparameters_02a91b) |  |
+| [VLLMDeployModelParameters](llm/vllm_adapter_vllmdeploymodelparameters_1d4a24) |  |
+| [VolcengineDeployModelParameters](llm/volcengine_volcenginedeploymodelparameters_938015) |  |
+| [WenxinDeployModelParameters](llm/wenxin_wenxindeploymodelparameters_63c66b) |  |
+| [YiDeployModelParameters](llm/yi_yideploymodelparameters_92dbaa) |  |
+| [ZhipuDeployModelParameters](llm/zhipu_zhipudeploymodelparameters_c51e31) |  |
 
 ---
 
@@ -147,8 +147,8 @@ This type contains 2 configuration classes.
 
 | Class | Description |
 |-------|-------------|
-| [BufferWindowGPTsAppMemoryConfig](/docs/config-reference/memory/config_bufferwindowgptsappmemoryconfig_c31071) |  |
-| [TokenBufferGPTsAppMemoryConfig](/docs/config-reference/memory/config_tokenbuffergptsappmemoryconfig_6a2000) |  |
+| [BufferWindowGPTsAppMemoryConfig](memory/config_bufferwindowgptsappmemoryconfig_c31071) |  |
+| [TokenBufferGPTsAppMemoryConfig](memory/config_tokenbuffergptsappmemoryconfig_6a2000) |  |
 
 ---
 
@@ -160,7 +160,7 @@ This type contains 1 configuration classes.
 
 | Class | Description |
 |-------|-------------|
-| [ApplicationConfig](/docs/config-reference/config_applicationconfig_72fd1c) |  |
+| [ApplicationConfig](config_applicationconfig_72fd1c) |  |
 
 ---
 
@@ -172,9 +172,9 @@ This type contains 3 configuration classes.
 
 | Class | Description |
 |-------|-------------|
-| [CrossEncoderRerankEmbeddingsParameters](/docs/config-reference/reranker/rerank_crossencoderrerankembeddingsparameters_63ec13) |  |
-| [OpenAPIRerankerDeployModelParameters](/docs/config-reference/reranker/rerank_openapirerankerdeploymodelparameters_778108) |  |
-| [SiliconFlowRerankEmbeddingsParameters](/docs/config-reference/reranker/rerank_siliconflowrerankembeddingsparameters_af0257) |  |
+| [CrossEncoderRerankEmbeddingsParameters](reranker/rerank_crossencoderrerankembeddingsparameters_63ec13) |  |
+| [OpenAPIRerankerDeployModelParameters](reranker/rerank_openapirerankerdeploymodelparameters_778108) |  |
+| [SiliconFlowRerankEmbeddingsParameters](reranker/rerank_siliconflowrerankembeddingsparameters_af0257) |  |
 
 ---
 
@@ -186,19 +186,19 @@ This type contains 13 configuration classes.
 
 | Class | Description |
 |-------|-------------|
-| [ServeConfig](/docs/config-reference/serve/config_serveconfig_63f1e9) |  |
-| [ServeConfig](/docs/config-reference/serve/config_serveconfig_adbd6f) |  |
-| [ServeConfig](/docs/config-reference/serve/config_serveconfig_313252) |  |
-| [ServeConfig](/docs/config-reference/serve/config_serveconfig_ec2d70) |  |
-| [ServeConfig](/docs/config-reference/serve/config_serveconfig_1a9284) |  |
-| [ServeConfig](/docs/config-reference/serve/config_serveconfig_8839e0) |  |
-| [ServeConfig](/docs/config-reference/serve/config_serveconfig_fa1f35) |  |
-| [ServeConfig](/docs/config-reference/serve/config_serveconfig_cb64c6) |  |
-| [ServeConfig](/docs/config-reference/serve/config_serveconfig_c0b589) |  |
-| [ServeConfig](/docs/config-reference/serve/config_serveconfig_b1c2b9) |  |
-| [ServeConfig](/docs/config-reference/serve/config_serveconfig_7a0577) |  |
-| [ServeConfig](/docs/config-reference/serve/config_serveconfig_854dad) |  |
-| [ServeConfig](/docs/config-reference/serve/config_serveconfig_7889f9) |  |
+| [ServeConfig](serve/config_serveconfig_63f1e9) |  |
+| [ServeConfig](serve/config_serveconfig_adbd6f) |  |
+| [ServeConfig](serve/config_serveconfig_313252) |  |
+| [ServeConfig](serve/config_serveconfig_ec2d70) |  |
+| [ServeConfig](serve/config_serveconfig_1a9284) |  |
+| [ServeConfig](serve/config_serveconfig_8839e0) |  |
+| [ServeConfig](serve/config_serveconfig_fa1f35) |  |
+| [ServeConfig](serve/config_serveconfig_cb64c6) |  |
+| [ServeConfig](serve/config_serveconfig_c0b589) |  |
+| [ServeConfig](serve/config_serveconfig_b1c2b9) |  |
+| [ServeConfig](serve/config_serveconfig_7a0577) |  |
+| [ServeConfig](serve/config_serveconfig_854dad) |  |
+| [ServeConfig](serve/config_serveconfig_7889f9) |  |
 
 ---
 
@@ -210,7 +210,7 @@ This type contains 1 configuration classes.
 
 | Class | Description |
 |-------|-------------|
-| [DBModelRegistryParameters](/docs/config-reference/service/parameter_dbmodelregistryparameters_87d036) |  |
+| [DBModelRegistryParameters](service/parameter_dbmodelregistryparameters_87d036) |  |
 
 ---
 
@@ -222,8 +222,8 @@ This type contains 2 configuration classes.
 
 | Class | Description |
 |-------|-------------|
-| [OSSStorageConfig](/docs/config-reference/utils/config_ossstorageconfig_1ad505) |  |
-| [S3StorageConfig](/docs/config-reference/utils/config_s3storageconfig_f0cdc9) |  |
+| [OSSStorageConfig](utils/config_ossstorageconfig_1ad505) |  |
+| [S3StorageConfig](utils/config_s3storageconfig_f0cdc9) |  |
 
 ---
 
@@ -235,12 +235,12 @@ This type contains 6 configuration classes.
 
 | Class | Description |
 |-------|-------------|
-| [ChromaVectorConfig](/docs/config-reference/vector_store/chroma_store_chromavectorconfig_16224f) |  |
-| [ElasticsearchStoreConfig](/docs/config-reference/vector_store/elastic_store_elasticsearchstoreconfig_15bdb6) |  |
-| [MilvusVectorConfig](/docs/config-reference/vector_store/milvus_store_milvusvectorconfig_20af52) |  |
-| [OceanBaseConfig](/docs/config-reference/vector_store/oceanbase_store_oceanbaseconfig_220e36) |  |
-| [PGVectorConfig](/docs/config-reference/vector_store/pgvector_store_pgvectorconfig_3ef448) |  |
-| [WeaviateVectorConfig](/docs/config-reference/vector_store/weaviate_store_weaviatevectorconfig_093ce3) |  |
+| [ChromaVectorConfig](vector_store/chroma_store_chromavectorconfig_16224f) |  |
+| [ElasticsearchStoreConfig](vector_store/elastic_store_elasticsearchstoreconfig_15bdb6) |  |
+| [MilvusVectorConfig](vector_store/milvus_store_milvusvectorconfig_20af52) |  |
+| [OceanBaseConfig](vector_store/oceanbase_store_oceanbaseconfig_220e36) |  |
+| [PGVectorConfig](vector_store/pgvector_store_pgvectorconfig_3ef448) |  |
+| [WeaviateVectorConfig](vector_store/weaviate_store_weaviatevectorconfig_093ce3) |  |
 
 ---
 
diff --git a/docs/docs/config-reference/reranker/index.mdx b/docs/docs/config-reference/reranker/index.mdx
index 2c3145e14..cdfb30414 100644
--- a/docs/docs/config-reference/reranker/index.mdx
+++ b/docs/docs/config-reference/reranker/index.mdx
@@ -15,17 +15,17 @@ import { ConfigClassTable } from '@site/src/components/mdx/ConfigClassTable';
   {
     "name": "CrossEncoderRerankEmbeddingsParameters",
     "description": "CrossEncoder Rerank Embeddings Parameters.",
-    "link": "/docs/config-reference/reranker/rerank_crossencoderrerankembeddingsparameters_63ec13"
+    "link": "./rerank_crossencoderrerankembeddingsparameters_63ec13"
   },
   {
     "name": "OpenAPIRerankerDeployModelParameters",
     "description": "OpenAPI Reranker Deploy Model Parameters.",
-    "link": "/docs/config-reference/reranker/rerank_openapirerankerdeploymodelparameters_778108"
+    "link": "./rerank_openapirerankerdeploymodelparameters_778108"
   },
   {
     "name": "SiliconFlowRerankEmbeddingsParameters",
     "description": "SiliconFlow Rerank Embeddings Parameters.",
-    "link": "/docs/config-reference/reranker/rerank_siliconflowrerankembeddingsparameters_af0257"
+    "link": "./rerank_siliconflowrerankembeddingsparameters_af0257"
   },
 ]} />
 
diff --git a/docs/docs/config-reference/serve/config_serveconfig_cb64c6.mdx b/docs/docs/config-reference/serve/config_serveconfig_cb64c6.mdx
index d4651dfae..157c86ed6 100644
--- a/docs/docs/config-reference/serve/config_serveconfig_cb64c6.mdx
+++ b/docs/docs/config-reference/serve/config_serveconfig_cb64c6.mdx
@@ -85,12 +85,12 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "s3 configuration",
-          "url": "/docs/config-reference/utils/config_s3storageconfig_f0cdc9"
+          "url": "../utils/config_s3storageconfig_f0cdc9"
         },
         {
           "type": "link",
           "text": "oss configuration",
-          "url": "/docs/config-reference/utils/config_ossstorageconfig_1ad505"
+          "url": "../utils/config_ossstorageconfig_1ad505"
         }
       ],
       "defaultValue": "[]"
diff --git a/docs/docs/config-reference/serve/index.mdx b/docs/docs/config-reference/serve/index.mdx
index 03b441c18..71b55c956 100644
--- a/docs/docs/config-reference/serve/index.mdx
+++ b/docs/docs/config-reference/serve/index.mdx
@@ -15,67 +15,67 @@ import { ConfigClassTable } from '@site/src/components/mdx/ConfigClassTable';
   {
     "name": "ServeConfig",
     "description": "This configuration is for the datasource serve module.",
-    "link": "/docs/config-reference/serve/config_serveconfig_63f1e9"
+    "link": "./config_serveconfig_63f1e9"
   },
   {
     "name": "ServeConfig",
     "description": "Parameters for the serve command",
-    "link": "/docs/config-reference/serve/config_serveconfig_adbd6f"
+    "link": "./config_serveconfig_adbd6f"
   },
   {
     "name": "ServeConfig",
     "description": "This configuration is for the conversation serve module.",
-    "link": "/docs/config-reference/serve/config_serveconfig_313252"
+    "link": "./config_serveconfig_313252"
   },
   {
     "name": "ServeConfig",
     "description": "This configuration is for the hub dbgpts serve module.",
-    "link": "/docs/config-reference/serve/config_serveconfig_ec2d70"
+    "link": "./config_serveconfig_ec2d70"
   },
   {
     "name": "ServeConfig",
     "description": "This configuration is for the my dbgpts serve module.",
-    "link": "/docs/config-reference/serve/config_serveconfig_1a9284"
+    "link": "./config_serveconfig_1a9284"
   },
   {
     "name": "ServeConfig",
     "description": "This configuration is for the evaluate serve module.",
-    "link": "/docs/config-reference/serve/config_serveconfig_8839e0"
+    "link": "./config_serveconfig_8839e0"
   },
   {
     "name": "ServeConfig",
     "description": "This configuration is for the feedback serve module.",
-    "link": "/docs/config-reference/serve/config_serveconfig_fa1f35"
+    "link": "./config_serveconfig_fa1f35"
   },
   {
     "name": "ServeConfig",
     "description": "This configuration is for the file serve module. In DB-GPT, you can store yourfiles in the file server.",
-    "link": "/docs/config-reference/serve/config_serveconfig_cb64c6"
+    "link": "./config_serveconfig_cb64c6"
   },
   {
     "name": "ServeConfig",
     "description": "This configuration is for the flow serve module.",
-    "link": "/docs/config-reference/serve/config_serveconfig_c0b589"
+    "link": "./config_serveconfig_c0b589"
   },
   {
     "name": "ServeConfig",
     "description": "This configuration is for the libro serve module.",
-    "link": "/docs/config-reference/serve/config_serveconfig_b1c2b9"
+    "link": "./config_serveconfig_b1c2b9"
   },
   {
     "name": "ServeConfig",
     "description": "This configuration is for the model serve module.",
-    "link": "/docs/config-reference/serve/config_serveconfig_7a0577"
+    "link": "./config_serveconfig_7a0577"
   },
   {
     "name": "ServeConfig",
     "description": "This configuration is for the prompt serve module.",
-    "link": "/docs/config-reference/serve/config_serveconfig_854dad"
+    "link": "./config_serveconfig_854dad"
   },
   {
     "name": "ServeConfig",
     "description": "This configuration is for the RAG serve module.",
-    "link": "/docs/config-reference/serve/config_serveconfig_7889f9"
+    "link": "./config_serveconfig_7889f9"
   },
 ]} />
 
diff --git a/docs/docs/config-reference/service/config_serviceconfig_81a10f.mdx b/docs/docs/config-reference/service/config_serviceconfig_81a10f.mdx
index 5d25962d6..8ae66f455 100644
--- a/docs/docs/config-reference/service/config_serviceconfig_81a10f.mdx
+++ b/docs/docs/config-reference/service/config_serviceconfig_81a10f.mdx
@@ -19,7 +19,7 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "servicewebparameters configuration",
-          "url": "/docs/config-reference/service/config_servicewebparameters_3ab7fd"
+          "url": "config_servicewebparameters_3ab7fd"
         }
       ],
       "defaultValue": "ServiceWebParameters"
@@ -33,7 +33,7 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "modelserviceconfig configuration",
-          "url": "/docs/config-reference/service/parameter_modelserviceconfig_20d67d"
+          "url": "parameter_modelserviceconfig_20d67d"
         }
       ],
       "defaultValue": "ModelServiceConfig"
diff --git a/docs/docs/config-reference/service/config_servicewebparameters_3ab7fd.mdx b/docs/docs/config-reference/service/config_servicewebparameters_3ab7fd.mdx
index cc7b37d92..3db8f8060 100644
--- a/docs/docs/config-reference/service/config_servicewebparameters_3ab7fd.mdx
+++ b/docs/docs/config-reference/service/config_servicewebparameters_3ab7fd.mdx
@@ -46,72 +46,72 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "rdbmsdatasourceparameters configuration",
-          "url": "/docs/config-reference/datasource/base_rdbmsdatasourceparameters_4f774f"
+          "url": "../datasource/base_rdbmsdatasourceparameters_4f774f"
         },
         {
           "type": "link",
           "text": "sqlite configuration",
-          "url": "/docs/config-reference/datasource/conn_sqlite_sqliteconnectorparameters_82c8b5"
+          "url": "../datasource/conn_sqlite_sqliteconnectorparameters_82c8b5"
         },
         {
           "type": "link",
           "text": "tugraph configuration",
-          "url": "/docs/config-reference/datasource/conn_tugraph_tugraphparameters_0c844e"
+          "url": "../datasource/conn_tugraph_tugraphparameters_0c844e"
         },
         {
           "type": "link",
           "text": "spark configuration",
-          "url": "/docs/config-reference/datasource/conn_spark_sparkparameters_174bbc"
+          "url": "../datasource/conn_spark_sparkparameters_174bbc"
         },
         {
           "type": "link",
           "text": "clickhouse configuration",
-          "url": "/docs/config-reference/datasource/conn_clickhouse_clickhouseparameters_4a1237"
+          "url": "../datasource/conn_clickhouse_clickhouseparameters_4a1237"
         },
         {
           "type": "link",
           "text": "doris configuration",
-          "url": "/docs/config-reference/datasource/conn_doris_dorisparameters_e33c53"
+          "url": "../datasource/conn_doris_dorisparameters_e33c53"
         },
         {
           "type": "link",
           "text": "duckdb configuration",
-          "url": "/docs/config-reference/datasource/conn_duckdb_duckdbconnectorparameters_c672c7"
+          "url": "../datasource/conn_duckdb_duckdbconnectorparameters_c672c7"
         },
         {
           "type": "link",
           "text": "hive configuration",
-          "url": "/docs/config-reference/datasource/conn_hive_hiveparameters_ec3601"
+          "url": "../datasource/conn_hive_hiveparameters_ec3601"
         },
         {
           "type": "link",
           "text": "mssql configuration",
-          "url": "/docs/config-reference/datasource/conn_mssql_mssqlparameters_d79d1c"
+          "url": "../datasource/conn_mssql_mssqlparameters_d79d1c"
         },
         {
           "type": "link",
           "text": "mysql configuration",
-          "url": "/docs/config-reference/datasource/conn_mysql_mysqlparameters_4393c4"
+          "url": "../datasource/conn_mysql_mysqlparameters_4393c4"
         },
         {
           "type": "link",
           "text": "oceanbase configuration",
-          "url": "/docs/config-reference/datasource/conn_oceanbase_oceanbaseparameters_260d2d"
+          "url": "../datasource/conn_oceanbase_oceanbaseparameters_260d2d"
         },
         {
           "type": "link",
           "text": "postgresql configuration",
-          "url": "/docs/config-reference/datasource/conn_postgresql_postgresqlparameters_22efa5"
+          "url": "../datasource/conn_postgresql_postgresqlparameters_22efa5"
         },
         {
           "type": "link",
           "text": "starrocks configuration",
-          "url": "/docs/config-reference/datasource/conn_starrocks_starrocksparameters_e511f7"
+          "url": "../datasource/conn_starrocks_starrocksparameters_e511f7"
         },
         {
           "type": "link",
           "text": "vertica configuration",
-          "url": "/docs/config-reference/datasource/conn_vertica_verticaparameters_c712b8"
+          "url": "../datasource/conn_vertica_verticaparameters_c712b8"
         }
       ],
       "defaultValue": "SQLiteConnectorParameters"
@@ -135,7 +135,7 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "tracerparameters configuration",
-          "url": "/docs/config-reference/utils/tracer_impl_tracerparameters_f8f272"
+          "url": "../utils/tracer_impl_tracerparameters_f8f272"
         }
       ]
     },
@@ -148,7 +148,7 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "loggingparameters configuration",
-          "url": "/docs/config-reference/utils/utils_loggingparameters_4ba5c6"
+          "url": "../utils/utils_loggingparameters_4ba5c6"
         }
       ]
     },
@@ -208,7 +208,7 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "modelcacheparameters configuration",
-          "url": "/docs/config-reference/utils/manager_modelcacheparameters_152367"
+          "url": "../utils/manager_modelcacheparameters_152367"
         }
       ],
       "defaultValue": "ModelCacheParameters"
diff --git a/docs/docs/config-reference/service/index.mdx b/docs/docs/config-reference/service/index.mdx
index 4818689de..7f5d749a3 100644
--- a/docs/docs/config-reference/service/index.mdx
+++ b/docs/docs/config-reference/service/index.mdx
@@ -15,7 +15,7 @@ import { ConfigClassTable } from '@site/src/components/mdx/ConfigClassTable';
   {
     "name": "DBModelRegistryParameters",
     "description": "Database model registry parameters.",
-    "link": "/docs/config-reference/service/parameter_dbmodelregistryparameters_87d036"
+    "link": "./parameter_dbmodelregistryparameters_87d036"
   },
 ]} />
 
diff --git a/docs/docs/config-reference/service/parameter_dbmodelregistryparameters_87d036.mdx b/docs/docs/config-reference/service/parameter_dbmodelregistryparameters_87d036.mdx
index 8e7eb7d2d..d206eb5e0 100644
--- a/docs/docs/config-reference/service/parameter_dbmodelregistryparameters_87d036.mdx
+++ b/docs/docs/config-reference/service/parameter_dbmodelregistryparameters_87d036.mdx
@@ -19,72 +19,72 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "rdbmsdatasourceparameters configuration",
-          "url": "/docs/config-reference/datasource/base_rdbmsdatasourceparameters_4f774f"
+          "url": "../datasource/base_rdbmsdatasourceparameters_4f774f"
         },
         {
           "type": "link",
           "text": "sqlite configuration",
-          "url": "/docs/config-reference/datasource/conn_sqlite_sqliteconnectorparameters_82c8b5"
+          "url": "../datasource/conn_sqlite_sqliteconnectorparameters_82c8b5"
         },
         {
           "type": "link",
           "text": "tugraph configuration",
-          "url": "/docs/config-reference/datasource/conn_tugraph_tugraphparameters_0c844e"
+          "url": "../datasource/conn_tugraph_tugraphparameters_0c844e"
         },
         {
           "type": "link",
           "text": "spark configuration",
-          "url": "/docs/config-reference/datasource/conn_spark_sparkparameters_174bbc"
+          "url": "../datasource/conn_spark_sparkparameters_174bbc"
         },
         {
           "type": "link",
           "text": "clickhouse configuration",
-          "url": "/docs/config-reference/datasource/conn_clickhouse_clickhouseparameters_4a1237"
+          "url": "../datasource/conn_clickhouse_clickhouseparameters_4a1237"
         },
         {
           "type": "link",
           "text": "doris configuration",
-          "url": "/docs/config-reference/datasource/conn_doris_dorisparameters_e33c53"
+          "url": "../datasource/conn_doris_dorisparameters_e33c53"
         },
         {
           "type": "link",
           "text": "duckdb configuration",
-          "url": "/docs/config-reference/datasource/conn_duckdb_duckdbconnectorparameters_c672c7"
+          "url": "../datasource/conn_duckdb_duckdbconnectorparameters_c672c7"
         },
         {
           "type": "link",
           "text": "hive configuration",
-          "url": "/docs/config-reference/datasource/conn_hive_hiveparameters_ec3601"
+          "url": "../datasource/conn_hive_hiveparameters_ec3601"
         },
         {
           "type": "link",
           "text": "mssql configuration",
-          "url": "/docs/config-reference/datasource/conn_mssql_mssqlparameters_d79d1c"
+          "url": "../datasource/conn_mssql_mssqlparameters_d79d1c"
         },
         {
           "type": "link",
           "text": "mysql configuration",
-          "url": "/docs/config-reference/datasource/conn_mysql_mysqlparameters_4393c4"
+          "url": "../datasource/conn_mysql_mysqlparameters_4393c4"
         },
         {
           "type": "link",
           "text": "oceanbase configuration",
-          "url": "/docs/config-reference/datasource/conn_oceanbase_oceanbaseparameters_260d2d"
+          "url": "../datasource/conn_oceanbase_oceanbaseparameters_260d2d"
         },
         {
           "type": "link",
           "text": "postgresql configuration",
-          "url": "/docs/config-reference/datasource/conn_postgresql_postgresqlparameters_22efa5"
+          "url": "../datasource/conn_postgresql_postgresqlparameters_22efa5"
         },
         {
           "type": "link",
           "text": "starrocks configuration",
-          "url": "/docs/config-reference/datasource/conn_starrocks_starrocksparameters_e511f7"
+          "url": "../datasource/conn_starrocks_starrocksparameters_e511f7"
         },
         {
           "type": "link",
           "text": "vertica configuration",
-          "url": "/docs/config-reference/datasource/conn_vertica_verticaparameters_c712b8"
+          "url": "../datasource/conn_vertica_verticaparameters_c712b8"
         }
       ]
     }
diff --git a/docs/docs/config-reference/service/parameter_modelapiserverparameters_763bec.mdx b/docs/docs/config-reference/service/parameter_modelapiserverparameters_763bec.mdx
index ecac83ef2..e33b3e6da 100644
--- a/docs/docs/config-reference/service/parameter_modelapiserverparameters_763bec.mdx
+++ b/docs/docs/config-reference/service/parameter_modelapiserverparameters_763bec.mdx
@@ -40,7 +40,7 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "loggingparameters configuration",
-          "url": "/docs/config-reference/utils/utils_loggingparameters_4ba5c6"
+          "url": "../utils/utils_loggingparameters_4ba5c6"
         }
       ],
       "defaultValue": "LoggingParameters"
@@ -54,7 +54,7 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "tracerparameters configuration",
-          "url": "/docs/config-reference/utils/tracer_impl_tracerparameters_f8f272"
+          "url": "../utils/tracer_impl_tracerparameters_f8f272"
         }
       ]
     },
diff --git a/docs/docs/config-reference/service/parameter_modelcontrollerparameters_689309.mdx b/docs/docs/config-reference/service/parameter_modelcontrollerparameters_689309.mdx
index f45c40f12..00d61a602 100644
--- a/docs/docs/config-reference/service/parameter_modelcontrollerparameters_689309.mdx
+++ b/docs/docs/config-reference/service/parameter_modelcontrollerparameters_689309.mdx
@@ -40,7 +40,7 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "loggingparameters configuration",
-          "url": "/docs/config-reference/utils/utils_loggingparameters_4ba5c6"
+          "url": "../utils/utils_loggingparameters_4ba5c6"
         }
       ],
       "defaultValue": "LoggingParameters"
@@ -54,7 +54,7 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "tracerparameters configuration",
-          "url": "/docs/config-reference/utils/tracer_impl_tracerparameters_f8f272"
+          "url": "../utils/tracer_impl_tracerparameters_f8f272"
         }
       ]
     },
@@ -67,7 +67,7 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "___model_registry_placeholder___ configuration",
-          "url": "/docs/config-reference/service/parameter_dbmodelregistryparameters_87d036"
+          "url": "parameter_dbmodelregistryparameters_87d036"
         }
       ]
     },
diff --git a/docs/docs/config-reference/service/parameter_modelsdeployparameters_5c7bc5.mdx b/docs/docs/config-reference/service/parameter_modelsdeployparameters_5c7bc5.mdx
index 8c6219476..b1fdcf76b 100644
--- a/docs/docs/config-reference/service/parameter_modelsdeployparameters_5c7bc5.mdx
+++ b/docs/docs/config-reference/service/parameter_modelsdeployparameters_5c7bc5.mdx
@@ -37,97 +37,97 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "hf configuration",
-          "url": "/docs/config-reference/llm/hf_adapter_hfllmdeploymodelparameters_103e81"
+          "url": "../llm/hf_adapter_hfllmdeploymodelparameters_103e81"
         },
         {
           "type": "link",
           "text": "vllm configuration",
-          "url": "/docs/config-reference/llm/vllm_adapter_vllmdeploymodelparameters_1d4a24"
+          "url": "../llm/vllm_adapter_vllmdeploymodelparameters_1d4a24"
         },
         {
           "type": "link",
           "text": "llama.cpp.server configuration",
-          "url": "/docs/config-reference/llm/llama_cpp_adapter_llamaserverparameters_421f40"
+          "url": "../llm/llama_cpp_adapter_llamaserverparameters_421f40"
         },
         {
           "type": "link",
           "text": "llama.cpp configuration",
-          "url": "/docs/config-reference/llm/llama_cpp_py_adapter_llamacppmodelparameters_e88874"
+          "url": "../llm/llama_cpp_py_adapter_llamacppmodelparameters_e88874"
         },
         {
           "type": "link",
           "text": "proxy/openai configuration",
-          "url": "/docs/config-reference/llm/chatgpt_openaicompatibledeploymodelparameters_c3d426"
+          "url": "../llm/chatgpt_openaicompatibledeploymodelparameters_c3d426"
         },
         {
           "type": "link",
           "text": "proxy/siliconflow configuration",
-          "url": "/docs/config-reference/llm/siliconflow_siliconflowdeploymodelparameters_abe22f"
+          "url": "../llm/siliconflow_siliconflowdeploymodelparameters_abe22f"
         },
         {
           "type": "link",
           "text": "proxy/zhipu configuration",
-          "url": "/docs/config-reference/llm/zhipu_zhipudeploymodelparameters_c51e31"
+          "url": "../llm/zhipu_zhipudeploymodelparameters_c51e31"
         },
         {
           "type": "link",
           "text": "proxy/moonshot configuration",
-          "url": "/docs/config-reference/llm/moonshot_moonshotdeploymodelparameters_aa2f6b"
+          "url": "../llm/moonshot_moonshotdeploymodelparameters_aa2f6b"
         },
         {
           "type": "link",
           "text": "proxy/gitee configuration",
-          "url": "/docs/config-reference/llm/gitee_giteedeploymodelparameters_d1bdb3"
+          "url": "../llm/gitee_giteedeploymodelparameters_d1bdb3"
         },
         {
           "type": "link",
           "text": "proxy/deepseek configuration",
-          "url": "/docs/config-reference/llm/deepseek_deepseekdeploymodelparameters_194cbd"
+          "url": "../llm/deepseek_deepseekdeploymodelparameters_194cbd"
         },
         {
           "type": "link",
           "text": "proxy/ollama configuration",
-          "url": "/docs/config-reference/llm/ollama_ollamadeploymodelparameters_d55be6"
+          "url": "../llm/ollama_ollamadeploymodelparameters_d55be6"
         },
         {
           "type": "link",
           "text": "proxy/yi configuration",
-          "url": "/docs/config-reference/llm/yi_yideploymodelparameters_92dbaa"
+          "url": "../llm/yi_yideploymodelparameters_92dbaa"
         },
         {
           "type": "link",
           "text": "proxy/spark configuration",
-          "url": "/docs/config-reference/llm/spark_sparkdeploymodelparameters_afba3c"
+          "url": "../llm/spark_sparkdeploymodelparameters_afba3c"
         },
         {
           "type": "link",
           "text": "proxy/baichuan configuration",
-          "url": "/docs/config-reference/llm/baichuan_baichuandeploymodelparameters_0bf9cc"
+          "url": "../llm/baichuan_baichuandeploymodelparameters_0bf9cc"
         },
         {
           "type": "link",
           "text": "proxy/gemini configuration",
-          "url": "/docs/config-reference/llm/gemini_geminideploymodelparameters_5113b9"
+          "url": "../llm/gemini_geminideploymodelparameters_5113b9"
         },
         {
           "type": "link",
           "text": "proxy/tongyi configuration",
-          "url": "/docs/config-reference/llm/tongyi_tongyideploymodelparameters_02a91b"
+          "url": "../llm/tongyi_tongyideploymodelparameters_02a91b"
         },
         {
           "type": "link",
           "text": "proxy/volcengine configuration",
-          "url": "/docs/config-reference/llm/volcengine_volcenginedeploymodelparameters_938015"
+          "url": "../llm/volcengine_volcenginedeploymodelparameters_938015"
         },
         {
           "type": "link",
           "text": "proxy/wenxin configuration",
-          "url": "/docs/config-reference/llm/wenxin_wenxindeploymodelparameters_63c66b"
+          "url": "../llm/wenxin_wenxindeploymodelparameters_63c66b"
         },
         {
           "type": "link",
           "text": "proxy/claude configuration",
-          "url": "/docs/config-reference/llm/claude_claudedeploymodelparameters_1f0c45"
+          "url": "../llm/claude_claudedeploymodelparameters_1f0c45"
         }
       ],
       "defaultValue": "[]"
@@ -141,32 +141,32 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "hf configuration",
-          "url": "/docs/config-reference/embedding/embeddings_hfembeddingdeploymodelparameters_f588e1"
+          "url": "../embedding/embeddings_hfembeddingdeploymodelparameters_f588e1"
         },
         {
           "type": "link",
           "text": "proxy/openai configuration",
-          "url": "/docs/config-reference/embedding/embeddings_openapiembeddingdeploymodelparameters_f9ba47"
+          "url": "../embedding/embeddings_openapiembeddingdeploymodelparameters_f9ba47"
         },
         {
           "type": "link",
           "text": "proxy/jina configuration",
-          "url": "/docs/config-reference/embedding/jina_jinaembeddingsdeploymodelparameters_40b0f2"
+          "url": "../embedding/jina_jinaembeddingsdeploymodelparameters_40b0f2"
         },
         {
           "type": "link",
           "text": "proxy/ollama configuration",
-          "url": "/docs/config-reference/embedding/ollama_ollamaembeddingdeploymodelparameters_b511e0"
+          "url": "../embedding/ollama_ollamaembeddingdeploymodelparameters_b511e0"
         },
         {
           "type": "link",
           "text": "proxy/qianfan configuration",
-          "url": "/docs/config-reference/embedding/qianfan_qianfanembeddingdeploymodelparameters_257d2a"
+          "url": "../embedding/qianfan_qianfanembeddingdeploymodelparameters_257d2a"
         },
         {
           "type": "link",
           "text": "proxy/tongyi configuration",
-          "url": "/docs/config-reference/embedding/tongyi_tongyiembeddingdeploymodelparameters_a7cbb4"
+          "url": "../embedding/tongyi_tongyiembeddingdeploymodelparameters_a7cbb4"
         }
       ],
       "defaultValue": "[]"
@@ -180,17 +180,17 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "hf configuration",
-          "url": "/docs/config-reference/reranker/rerank_crossencoderrerankembeddingsparameters_63ec13"
+          "url": "../reranker/rerank_crossencoderrerankembeddingsparameters_63ec13"
         },
         {
           "type": "link",
           "text": "proxy/openapi configuration",
-          "url": "/docs/config-reference/reranker/rerank_openapirerankerdeploymodelparameters_778108"
+          "url": "../reranker/rerank_openapirerankerdeploymodelparameters_778108"
         },
         {
           "type": "link",
           "text": "proxy/siliconflow configuration",
-          "url": "/docs/config-reference/reranker/rerank_siliconflowrerankembeddingsparameters_af0257"
+          "url": "../reranker/rerank_siliconflowrerankembeddingsparameters_af0257"
         }
       ],
       "defaultValue": "[]"
diff --git a/docs/docs/config-reference/service/parameter_modelserviceconfig_20d67d.mdx b/docs/docs/config-reference/service/parameter_modelserviceconfig_20d67d.mdx
index ef3e98915..d5355955b 100644
--- a/docs/docs/config-reference/service/parameter_modelserviceconfig_20d67d.mdx
+++ b/docs/docs/config-reference/service/parameter_modelserviceconfig_20d67d.mdx
@@ -19,7 +19,7 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "modelworkerparameters configuration",
-          "url": "/docs/config-reference/service/parameter_modelworkerparameters_3fd00b"
+          "url": "parameter_modelworkerparameters_3fd00b"
         }
       ],
       "defaultValue": "ModelWorkerParameters"
@@ -33,7 +33,7 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "modelapiserverparameters configuration",
-          "url": "/docs/config-reference/service/parameter_modelapiserverparameters_763bec"
+          "url": "parameter_modelapiserverparameters_763bec"
         }
       ],
       "defaultValue": "ModelControllerParameters"
@@ -47,7 +47,7 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "modelcontrollerparameters configuration",
-          "url": "/docs/config-reference/service/parameter_modelcontrollerparameters_689309"
+          "url": "parameter_modelcontrollerparameters_689309"
         }
       ],
       "defaultValue": "ModelControllerParameters"
diff --git a/docs/docs/config-reference/service/parameter_modelworkerparameters_3fd00b.mdx b/docs/docs/config-reference/service/parameter_modelworkerparameters_3fd00b.mdx
index d93f88a5f..028459a14 100644
--- a/docs/docs/config-reference/service/parameter_modelworkerparameters_3fd00b.mdx
+++ b/docs/docs/config-reference/service/parameter_modelworkerparameters_3fd00b.mdx
@@ -40,7 +40,7 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "loggingparameters configuration",
-          "url": "/docs/config-reference/utils/utils_loggingparameters_4ba5c6"
+          "url": "../utils/utils_loggingparameters_4ba5c6"
         }
       ],
       "defaultValue": "LoggingParameters"
@@ -54,7 +54,7 @@ import { ConfigDetail } from "@site/src/components/mdx/ConfigDetail";
         {
           "type": "link",
           "text": "tracerparameters configuration",
-          "url": "/docs/config-reference/utils/tracer_impl_tracerparameters_f8f272"
+          "url": "../utils/tracer_impl_tracerparameters_f8f272"
         }
       ]
     },
diff --git a/docs/docs/config-reference/utils/index.mdx b/docs/docs/config-reference/utils/index.mdx
index b444c9721..4f5c281c6 100644
--- a/docs/docs/config-reference/utils/index.mdx
+++ b/docs/docs/config-reference/utils/index.mdx
@@ -15,12 +15,12 @@ import { ConfigClassTable } from '@site/src/components/mdx/ConfigClassTable';
   {
     "name": "OSSStorageConfig",
     "description": "OSSStorageConfig(endpoint: str, region: str, access_key_id: Optional[str] = None, access_key_secret: Optional[str] = None, use_environment_credentials: Optional[bool] = False, fixed_bucket: Optional[str] = None, bucket_prefix: Optional[str] = 'dbgpt-fs-', auto_create_bucket: Optional[bool] = True, save_chunk_size: Optional[int] = 1048576)",
-    "link": "/docs/config-reference/utils/config_ossstorageconfig_1ad505"
+    "link": "./config_ossstorageconfig_1ad505"
   },
   {
     "name": "S3StorageConfig",
     "description": "S3StorageConfig(endpoint: str, region: str, access_key_id: Optional[str] = None, access_key_secret: Optional[str] = None, use_environment_credentials: Optional[bool] = False, fixed_bucket: Optional[str] = None, bucket_prefix: Optional[str] = 'dbgpt-fs-', auto_create_bucket: Optional[bool] = True, save_chunk_size: Optional[int] = 1048576, signature_version: Optional[str] = None, s3_config: Optional[Dict[str, Any]] = <factory>)",
-    "link": "/docs/config-reference/utils/config_s3storageconfig_f0cdc9"
+    "link": "./config_s3storageconfig_f0cdc9"
   },
 ]} />
 
diff --git a/docs/docs/config-reference/vector_store/index.mdx b/docs/docs/config-reference/vector_store/index.mdx
index 9c1ae9e7b..c29492f87 100644
--- a/docs/docs/config-reference/vector_store/index.mdx
+++ b/docs/docs/config-reference/vector_store/index.mdx
@@ -15,32 +15,32 @@ import { ConfigClassTable } from '@site/src/components/mdx/ConfigClassTable';
   {
     "name": "ChromaVectorConfig",
     "description": "Chroma vector store config.",
-    "link": "/docs/config-reference/vector_store/chroma_store_chromavectorconfig_16224f"
+    "link": "./chroma_store_chromavectorconfig_16224f"
   },
   {
     "name": "ElasticsearchStoreConfig",
     "description": "Elasticsearch vector config.",
-    "link": "/docs/config-reference/vector_store/elastic_store_elasticsearchstoreconfig_15bdb6"
+    "link": "./elastic_store_elasticsearchstoreconfig_15bdb6"
   },
   {
     "name": "MilvusVectorConfig",
     "description": "Milvus vector config.",
-    "link": "/docs/config-reference/vector_store/milvus_store_milvusvectorconfig_20af52"
+    "link": "./milvus_store_milvusvectorconfig_20af52"
   },
   {
     "name": "OceanBaseConfig",
     "description": "OceanBase vector store config.",
-    "link": "/docs/config-reference/vector_store/oceanbase_store_oceanbaseconfig_220e36"
+    "link": "./oceanbase_store_oceanbaseconfig_220e36"
   },
   {
     "name": "PGVectorConfig",
     "description": "PG vector config.",
-    "link": "/docs/config-reference/vector_store/pgvector_store_pgvectorconfig_3ef448"
+    "link": "./pgvector_store_pgvectorconfig_3ef448"
   },
   {
     "name": "WeaviateVectorConfig",
     "description": "Weaviate vector config.",
-    "link": "/docs/config-reference/vector_store/weaviate_store_weaviatevectorconfig_093ce3"
+    "link": "./weaviate_store_weaviatevectorconfig_093ce3"
   },
 ]} />
 
diff --git a/packages/dbgpt-core/src/dbgpt/util/configure/markdown.py b/packages/dbgpt-core/src/dbgpt/util/configure/markdown.py
index 60cb62ab2..cedf8ced9 100644
--- a/packages/dbgpt-core/src/dbgpt/util/configure/markdown.py
+++ b/packages/dbgpt-core/src/dbgpt/util/configure/markdown.py
@@ -57,6 +57,44 @@ class MDXDocGenerator:
         link_url += filename[:-4]
         return link_url
 
+    def get_rel_link(self, cls: Type, doc_id: str, source_cls: Type = None) -> str:
+        """Generate a relative link from the source class to the target class.
+
+        Args:
+            cls: The target class to generate a link to
+            doc_id: The document ID of the target class
+            source_cls: The source class that will contain the link (optional)
+
+        Returns:
+            A relative URL path to the target class documentation
+        """
+        filename = self.generate_safe_filename(doc_id)
+        target_type, _ = self._parse_class_metadata(cls)
+
+        # If source_cls is not provided, return a simple path without relative
+        # navigation
+        if not source_cls:
+            if target_type:
+                return f"{target_type}/{filename[:-4]}"
+            return filename[:-4]
+
+        # Get the source class type to determine relative path
+        source_type, _ = self._parse_class_metadata(source_cls)
+
+        # Same type - link within the same directory
+        if source_type == target_type:
+            return filename[:-4]
+
+        # Different types - need to navigate up and then down
+        if source_type and target_type:
+            return f"../{target_type}/{filename[:-4]}"
+        elif source_type and not target_type:
+            return f"../{filename[:-4]}"
+        elif not source_type and target_type:
+            return f"{target_type}/{filename[:-4]}"
+        else:
+            return filename[:-4]
+
     def get_desc_for_class(self, cls: Type, default_desc: str = "") -> str:
         """Get the description for a class."""
         doc_id = self.get_class_doc_id(cls)
@@ -87,7 +125,10 @@ class MDXDocGenerator:
         return {"type": "code", "content": str(value)}
 
     def process_nested_fields(
-        self, nested_fields: Dict[str, List[ParameterDescription]], output_dir: Path
+        self,
+        nested_fields: Dict[str, List[ParameterDescription]],
+        output_dir: Path,
+        source_cls: Type,
     ) -> Tuple[List[Dict], List[str]]:
         """Handle nested fields in a parameter description."""
         links = []
@@ -105,7 +146,8 @@ class MDXDocGenerator:
                 if doc_id not in self.processed_classes:
                     new_files = self.generate_class_doc(nested_cls, output_dir)
                     generated_files.extend(new_files)
-                link_url = self.get_abs_link(nested_cls, doc_id)
+                # Use relative link instead of absolute link
+                link_url = self.get_rel_link(nested_cls, doc_id, source_cls=source_cls)
                 links.append(
                     {
                         "type": "link",
@@ -210,7 +252,7 @@ class MDXDocGenerator:
                 # Handle nested fields
                 if param.nested_fields:
                     nested_links, nested_files = self.process_nested_fields(
-                        param.nested_fields, output_dir
+                        param.nested_fields, output_dir, source_cls=cls
                     )
                     generated_files.extend(nested_files)
                     if nested_links:
@@ -393,15 +435,15 @@ class MDXDocGenerator:
                             cfg_desc = self.get_desc_for_class(cls, cfg_desc)
 
                             doc_id = self.get_class_doc_id(cls)
-                            doc_link = self.get_abs_link(cls, doc_id)
-
+                            # doc_link = self.get_abs_link(cls, doc_id)
+                            doc_link = self.generate_safe_filename(doc_id)
                             f_index.write("  {\n")
                             f_index.write(f'    "name": "{cls_name}",\n')
                             f_index.write(
                                 f'    "description": {json.dumps(cfg_desc)},\n'
                             )  # noqa
                             if doc_link:
-                                f_index.write(f'    "link": "{doc_link}"\n')
+                                f_index.write(f'    "link": "./{doc_link[:-4]}"\n')
                             else:
                                 f_index.write('    "link": ""\n')
                             f_index.write("  },\n")
@@ -446,7 +488,13 @@ class MDXDocGenerator:
                     # cfg_desc = cfg_desc.replace("`", "'")
                     doc_id = self.get_class_doc_id(cls)
                     if doc_id in self.link_cache:
-                        link_url = self.get_abs_link(cls, doc_id)
+                        # Use relative links based on the config type
+                        if cfg_type != "other":
+                            link_url = (
+                                f"{cfg_type}/{self.generate_safe_filename(doc_id)[:-4]}"
+                            )
+                        else:
+                            link_url = f"{self.generate_safe_filename(doc_id)[:-4]}"
                         f.write(f"| [{cls_name}]({link_url}) | {cfg_desc} |\n")
                     else:
                         f.write(f"| {cls_name} | {cfg_desc} |\n")
diff --git a/packages/dbgpt-ext/src/dbgpt_ext/storage/__init__.py b/packages/dbgpt-ext/src/dbgpt_ext/storage/__init__.py
index 75a42774f..9fec59481 100644
--- a/packages/dbgpt-ext/src/dbgpt_ext/storage/__init__.py
+++ b/packages/dbgpt-ext/src/dbgpt_ext/storage/__init__.py
@@ -82,12 +82,10 @@ def _import_openspg() -> Tuple[Type, Type]:
 
 
 def _import_full_text() -> Tuple[Type, Type]:
-    from dbgpt_ext.storage.full_text.elasticsearch import (
-        ElasticDocumentConfig,
-        ElasticDocumentStore,
-    )
+    from dbgpt_ext.storage.full_text.elasticsearch import ElasticDocumentStore
+    from dbgpt_ext.storage.vector_store.elastic_store import ElasticsearchStoreConfig
 
-    return ElasticDocumentStore, ElasticDocumentConfig
+    return ElasticDocumentStore, ElasticsearchStoreConfig
 
 
 def _select_rag_storage(name: str) -> Tuple[Type, Type]:
diff --git a/packages/dbgpt-serve/src/dbgpt_serve/prompt/service/service.py b/packages/dbgpt-serve/src/dbgpt_serve/prompt/service/service.py
index 6d2168490..0354cf7d6 100644
--- a/packages/dbgpt-serve/src/dbgpt_serve/prompt/service/service.py
+++ b/packages/dbgpt-serve/src/dbgpt_serve/prompt/service/service.py
@@ -345,7 +345,15 @@ class Service(BaseService[ServeEntity, ServeRequest, ServerResponse]):
             model_request = ModelRequest(**payload)
 
             async for output in llm_client.generate_stream(model_request.copy()):  # type: ignore
-                yield f"data:{output.text}\n\n"
+                text = ""
+                if output.has_thinking:
+                    text = output.thinking_text
+                    lines = text.split("\n")
+                    text = ">" + "\n>".join(lines)
+                if output.has_text:
+                    text += output.text
+                text = text.replace("\n", "\\n")
+                yield f"data:{text}\n\n"
             yield "data:[DONE]\n\n"
         except Exception as e:
             logger.error(f"Call LLMClient error, {str(e)}, detail: {payload}")