feat: normalization embedding;feat: model top_p param config (#3723)

* edit form force close image select

* model config

* feat: normalization embedding

* perf: add share page title force refresh

docSite/content/zh-cn/docs/development/upgrading/4821.md

@@ -14,7 +14,8 @@ weight: 804
 1. 
 2. 新增 - LLM 模型支持 top_p, response_format, json_schema 参数。
 3. 新增 - Doubao1.5 模型预设。
-4. 优化 - 模型未配置时错误提示。
+4. 新增 - 向量模型支持归一化配置，以便适配未归一化的向量模型，例如 Doubao 的 embedding 模型。
-5. 修复 - 简易模式，切换到其他非视觉模型时候，会强制关闭图片识别。
+5. 优化 - 模型未配置时错误提示。
-6. 修复 - o1,o3 模型，在测试时候字段映射未生效导致报错。
+6. 修复 - 简易模式，切换到其他非视觉模型时候，会强制关闭图片识别。
-7. 修复 - 公众号对话空指针异常。
+7. 修复 - o1,o3 模型，在测试时候字段映射未生效导致报错。
+8. 修复 - 公众号对话空指针异常。

docSite/content/zh-cn/docs/development/upgrading/490.md

@@ -0,0 +1,15 @@
+---
+title: 'V4.9.0(进行中)'
+description: 'FastGPT V4.9.0 更新说明'
+icon: 'upgrade'
+draft: false
+toc: true
+weight: 804
+---
+
+
+
+## 完整更新内容
+
+1. 修复 - 简易模式，切换到其他非视觉模型时候，会强制关闭图片识别。
+2. 修复 - o1,o3 模型，在测试时候字段映射未生效导致报错。

packages/global/core/ai/model.d.ts

@@ -64,6 +64,7 @@ export type EmbeddingModelItemType = PriceType &
     maxToken: number; // model max token
     weight: number; // training weight
     hidden?: boolean; // Disallow creation
+    normalization?: boolean; // normalization processing
     defaultConfig?: Record<string, any>; // post request config
     dbConfig?: Record<string, any>; // Custom parameters for storage
     queryConfig?: Record<string, any>; // Custom parameters for query

packages/service/core/ai/config/provider/ChatGLM.json

@@ -8,6 +8,12 @@
       "maxResponse": 4000,
       "quoteMaxToken": 120000,
       "maxTemperature": 0.99,
+      "showTopP": true,
+      "responseFormatList": [
+        "text",
+        "json_object"
+      ],
+      "showStopSign": true,
       "vision": false,
       "toolChoice": true,
       "functionCall": false,
@@ -30,6 +36,12 @@
       "maxResponse": 4000,
       "quoteMaxToken": 120000,
       "maxTemperature": 0.99,
+      "showTopP": true,
+      "responseFormatList": [
+        "text",
+        "json_object"
+      ],
+      "showStopSign": true,
       "vision": false,
       "toolChoice": true,
       "functionCall": false,
@@ -52,6 +64,12 @@
       "maxResponse": 4000,
       "quoteMaxToken": 900000,
       "maxTemperature": 0.99,
+      "showTopP": true,
+      "responseFormatList": [
+        "text",
+        "json_object"
+      ],
+      "showStopSign": true,
       "vision": false,
       "toolChoice": false,
       "functionCall": false,
@@ -74,6 +92,12 @@
       "maxResponse": 4000,
       "quoteMaxToken": 120000,
       "maxTemperature": 0.99,
+      "showTopP": true,
+      "responseFormatList": [
+        "text",
+        "json_object"
+      ],
+      "showStopSign": true,
       "vision": false,
       "toolChoice": true,
       "functionCall": false,
@@ -96,6 +120,8 @@
       "maxResponse": 1000,
       "quoteMaxToken": 6000,
       "maxTemperature": 0.99,
+      "showTopP": true,
+      "showStopSign": true,
       "vision": true,
       "toolChoice": false,
       "functionCall": false,
@@ -118,6 +144,8 @@
       "maxResponse": 1000,
       "quoteMaxToken": 6000,
       "maxTemperature": 0.99,
+      "showTopP": true,
+      "showStopSign": true,
       "vision": true,
       "toolChoice": false,
       "functionCall": false,

packages/service/core/ai/config/provider/Claude.json

@@ -8,6 +8,8 @@
       "maxResponse": 8000,
       "quoteMaxToken": 100000,
       "maxTemperature": 1,
+      "showTopP": true,
+      "showStopSign": true,
       "vision": false,
       "toolChoice": true,
       "functionCall": false,
@@ -30,6 +32,8 @@
       "maxResponse": 8000,
       "quoteMaxToken": 100000,
       "maxTemperature": 1,
+      "showTopP": true,
+      "showStopSign": true,
       "vision": true,
       "toolChoice": true,
       "functionCall": false,
@@ -52,6 +56,8 @@
       "maxResponse": 8000,
       "quoteMaxToken": 100000,
       "maxTemperature": 1,
+      "showTopP": true,
+      "showStopSign": true,
       "vision": true,
       "toolChoice": true,
       "functionCall": false,
@@ -74,6 +80,8 @@
       "maxResponse": 4096,
       "quoteMaxToken": 100000,
       "maxTemperature": 1,
+      "showTopP": true,
+      "showStopSign": true,
       "vision": true,
       "toolChoice": true,
       "functionCall": false,

packages/service/core/ai/config/provider/DeepSeek.json

@@ -7,7 +7,10 @@
       "maxContext": 64000,
       "maxResponse": 8000,
       "quoteMaxToken": 60000,
-      "maxTemperature": 1.5,
+      "maxTemperature": 1,
+      "showTopP": true,
+      "responseFormatList": ["text", "json_object"],
+      "showStopSign": true,
       "vision": false,
       "toolChoice": true,
       "functionCall": false,
@@ -42,7 +45,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     }
   ]
 }

packages/service/core/ai/config/provider/Doubao.json

@@ -8,6 +8,8 @@
       "maxResponse": 4000,
       "quoteMaxToken": 32000,
       "maxTemperature": 1,
+      "showTopP": true,
+      "showStopSign": true,
       "vision": false,
       "toolChoice": true,
       "functionCall": false,
@@ -30,6 +32,8 @@
       "maxResponse": 4000,
       "quoteMaxToken": 32000,
       "maxTemperature": 1,
+      "showTopP": true,
+      "showStopSign": true,
       "vision": false,
       "toolChoice": true,
       "functionCall": false,
@@ -52,6 +56,8 @@
       "maxResponse": 12000,
       "quoteMaxToken": 256000,
       "maxTemperature": 1,
+      "showTopP": true,
+      "showStopSign": true,
       "vision": false,
       "toolChoice": true,
       "functionCall": false,
@@ -74,6 +80,8 @@
       "maxResponse": 4000,
       "quoteMaxToken": 32000,
       "maxTemperature": 1,
+      "showTopP": true,
+      "showStopSign": true,
       "vision": true,
       "toolChoice": true,
       "functionCall": false,
@@ -96,6 +104,8 @@
       "maxResponse": 4000,
       "quoteMaxToken": 4000,
       "maxTemperature": 1,
+      "showTopP": true,
+      "showStopSign": true,
       "vision": false,
       "toolChoice": true,
       "functionCall": false,
@@ -118,6 +128,8 @@
       "maxResponse": 4000,
       "quoteMaxToken": 32000,
       "maxTemperature": 1,
+      "showTopP": true,
+      "showStopSign": true,
       "vision": false,
       "toolChoice": true,
       "functionCall": false,
@@ -153,7 +165,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "Doubao-vision-lite-32k",
@@ -175,7 +189,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "Doubao-pro-4k",
@@ -197,7 +213,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "Doubao-pro-32k",
@@ -219,7 +237,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "Doubao-pro-128k",
@@ -241,7 +261,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "Doubao-vision-pro-32k",
@@ -263,21 +285,25 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "Doubao-embedding-large",
       "name": "Doubao-embedding-large",
       "defaultToken": 512,
       "maxToken": 4096,
-      "type": "embedding"
+      "type": "embedding",
+      "normalization": true
     },
     {
       "model": "Doubao-embedding",
       "name": "Doubao-embedding",
       "defaultToken": 512,
       "maxToken": 4096,
-      "type": "embedding"
+      "type": "embedding",
+      "normalization": true
     }
   ]
 }

packages/service/core/ai/config/provider/Ernie.json

@@ -21,7 +21,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "ERNIE-4.0-Turbo-8K",
@@ -43,7 +45,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "ERNIE-Lite-8K",
@@ -65,7 +69,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "ERNIE-Speed-128K",
@@ -87,7 +93,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "Embedding-V1",

packages/service/core/ai/config/provider/Gemini.json

@@ -21,7 +21,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "gemini-1.5-pro",
@@ -43,7 +45,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "gemini-2.0-flash-exp",
@@ -65,7 +69,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "gemini-2.0-flash-thinking-exp-1219",
@@ -87,7 +93,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "gemini-2.0-flash-thinking-exp-01-21",
@@ -109,7 +117,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "gemini-exp-1206",
@@ -131,7 +141,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "text-embedding-004",

packages/service/core/ai/config/provider/Groq.json

@@ -20,7 +20,9 @@
       "customExtractPrompt": "",
       "usedInToolCall": true,
       "defaultConfig": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "llama-3.3-70b-versatile",
@@ -41,7 +43,9 @@
       "customExtractPrompt": "",
       "usedInToolCall": true,
       "defaultConfig": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     }
   ]
 }

packages/service/core/ai/config/provider/Hunyuan.json

@@ -21,7 +21,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "hunyuan-lite",
@@ -43,7 +45,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "hunyuan-pro",
@@ -65,7 +69,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "hunyuan-standard",
@@ -87,7 +93,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "hunyuan-turbo-vision",
@@ -109,7 +117,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "hunyuan-turbo",
@@ -131,7 +141,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "hunyuan-vision",
@@ -153,7 +165,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "hunyuan-embedding",

packages/service/core/ai/config/provider/Intern.json

@@ -21,7 +21,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "internlm3-8b-instruct",
@@ -43,7 +45,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     }
   ]
 }

packages/service/core/ai/config/provider/MiniMax.json

@@ -21,7 +21,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "abab6.5s-chat",
@@ -43,7 +45,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "speech-01-turbo",

packages/service/core/ai/config/provider/MistralAI.json

@@ -21,7 +21,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "ministral-8b-latest",
@@ -43,7 +45,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "mistral-large-latest",
@@ -65,7 +69,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "mistral-small-latest",
@@ -87,7 +93,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     }
   ]
 }

packages/service/core/ai/config/provider/Moonshot.json

@@ -21,7 +21,10 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true,
+      "responseFormatList": ["text", "json_object"]
     },
     {
       "model": "moonshot-v1-32k",
@@ -43,7 +46,10 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true,
+      "responseFormatList": ["text", "json_object"]
     },
     {
       "model": "moonshot-v1-128k",
@@ -65,7 +71,10 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true,
+      "responseFormatList": ["text", "json_object"]
     }
   ]
 }

packages/service/core/ai/config/provider/OpenAI.json

@@ -9,7 +9,11 @@
       "quoteMaxToken": 60000,
       "maxTemperature": 1.2,
       "showTopP": true,
-      "responseFormatList": ["text", "json_object", "json_schema"],
+      "responseFormatList": [
+        "text",
+        "json_object",
+        "json_schema"
+      ],
       "showStopSign": true,
       "vision": true,
       "toolChoice": true,
@@ -32,6 +36,13 @@
       "maxResponse": 4000,
       "quoteMaxToken": 60000,
       "maxTemperature": 1.2,
+      "showTopP": true,
+      "responseFormatList": [
+        "text",
+        "json_object",
+        "json_schema"
+      ],
+      "showStopSign": true,
       "vision": true,
       "toolChoice": true,
       "functionCall": true,
@@ -71,7 +82,9 @@
       "fieldMap": {
         "max_tokens": "max_completion_tokens"
       },
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "o1-mini",
@@ -97,7 +110,9 @@
       "fieldMap": {
         "max_tokens": "max_completion_tokens"
       },
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "o1",
@@ -123,7 +138,9 @@
       "fieldMap": {
         "max_tokens": "max_completion_tokens"
       },
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "o1-preview",
@@ -149,7 +166,9 @@
       "fieldMap": {
         "max_tokens": "max_completion_tokens"
       },
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "gpt-3.5-turbo",
@@ -158,6 +177,8 @@
       "maxResponse": 4000,
       "quoteMaxToken": 13000,
       "maxTemperature": 1.2,
+      "showTopP": true,
+      "showStopSign": true,
       "vision": false,
       "toolChoice": true,
       "functionCall": true,
@@ -178,6 +199,8 @@
       "maxResponse": 4000,
       "quoteMaxToken": 60000,
       "maxTemperature": 1.2,
+      "showTopP": true,
+      "showStopSign": true,
       "vision": true,
       "toolChoice": true,
       "functionCall": true,

packages/service/core/ai/config/provider/Qwen.json

@@ -21,7 +21,10 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true,
+      "responseFormatList": ["text", "json_object"]
     },
     {
       "model": "qwen-plus",
@@ -43,7 +46,10 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true,
+      "responseFormatList": ["text", "json_object"]
     },
     {
       "model": "qwen-vl-plus",
@@ -63,7 +69,9 @@
       "usedInQueryExtension": true,
       "customExtractPrompt": "",
       "usedInToolCall": true,
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "qwen-max",
@@ -85,7 +93,10 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true,
+      "responseFormatList": ["text", "json_object"]
     },
     {
       "model": "qwen-vl-max",
@@ -107,7 +118,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "qwen-coder-turbo",
@@ -129,7 +142,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "qwen2.5-7b-instruct",
@@ -151,7 +166,10 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true,
+      "responseFormatList": ["text", "json_object"]
     },
     {
       "model": "qwen2.5-14b-instruct",
@@ -173,7 +191,10 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true,
+      "responseFormatList": ["text", "json_object"]
     },
     {
       "model": "qwen2.5-32b-instruct",
@@ -195,7 +216,10 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true,
+      "responseFormatList": ["text", "json_object"]
     },
     {
       "model": "qwen2.5-72b-instruct",
@@ -217,7 +241,10 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true,
+      "responseFormatList": ["text", "json_object"]
     }
   ]
 }

packages/service/core/ai/config/provider/Siliconflow.json

@@ -21,7 +21,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "Qwen/Qwen2-VL-72B-Instruct",
@@ -42,7 +44,9 @@
       "customExtractPrompt": "",
       "defaultSystemChatPrompt": "",
       "defaultConfig": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "deepseek-ai/DeepSeek-V2.5",
@@ -64,7 +68,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "BAAI/bge-m3",

packages/service/core/ai/config/provider/SparkDesk.json

@@ -19,7 +19,9 @@
       "customCQPrompt": "",
       "customExtractPrompt": "",
       "defaultSystemChatPrompt": "",
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "generalv3",
@@ -39,7 +41,9 @@
       "customCQPrompt": "",
       "customExtractPrompt": "",
       "defaultSystemChatPrompt": "",
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "pro-128k",
@@ -59,7 +63,9 @@
       "customCQPrompt": "",
       "customExtractPrompt": "",
       "defaultSystemChatPrompt": "",
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "generalv3.5",
@@ -79,7 +85,9 @@
       "customCQPrompt": "",
       "customExtractPrompt": "",
       "defaultSystemChatPrompt": "",
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "max-32k",
@@ -101,7 +109,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "4.0Ultra",
@@ -123,7 +133,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     }
   ]
 }

packages/service/core/ai/config/provider/StepFun.json

@@ -19,7 +19,9 @@
       "customCQPrompt": "",
       "customExtractPrompt": "",
       "defaultSystemChatPrompt": "",
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "step-1-8k",
@@ -39,7 +41,9 @@
       "customCQPrompt": "",
       "customExtractPrompt": "",
       "defaultSystemChatPrompt": "",
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "step-1-32k",
@@ -59,7 +63,9 @@
       "customCQPrompt": "",
       "customExtractPrompt": "",
       "defaultSystemChatPrompt": "",
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "step-1-128k",
@@ -79,7 +85,9 @@
       "customCQPrompt": "",
       "customExtractPrompt": "",
       "defaultSystemChatPrompt": "",
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "step-1-256k",
@@ -99,7 +107,9 @@
       "customCQPrompt": "",
       "customExtractPrompt": "",
       "defaultSystemChatPrompt": "",
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "step-1o-vision-32k",
@@ -119,7 +129,9 @@
       "customCQPrompt": "",
       "customExtractPrompt": "",
       "defaultSystemChatPrompt": "",
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "step-1v-8k",
@@ -139,7 +151,9 @@
       "customCQPrompt": "",
       "customExtractPrompt": "",
       "defaultSystemChatPrompt": "",
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "step-1v-32k",
@@ -159,7 +173,9 @@
       "customCQPrompt": "",
       "customExtractPrompt": "",
       "defaultSystemChatPrompt": "",
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "step-2-mini",
@@ -179,7 +195,9 @@
       "customCQPrompt": "",
       "customExtractPrompt": "",
       "defaultSystemChatPrompt": "",
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "step-2-16k",
@@ -199,7 +217,9 @@
       "customCQPrompt": "",
       "customExtractPrompt": "",
       "defaultSystemChatPrompt": "",
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "step-2-16k-exp",
@@ -219,7 +239,9 @@
       "customCQPrompt": "",
       "customExtractPrompt": "",
       "defaultSystemChatPrompt": "",
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "step-tts-mini",

packages/service/core/ai/config/provider/Yi.json

@@ -21,7 +21,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     },
     {
       "model": "yi-vision-v2",
@@ -43,7 +45,9 @@
       "usedInToolCall": true,
       "defaultConfig": {},
       "fieldMap": {},
-      "type": "llm"
+      "type": "llm",
+      "showTopP": true,
+      "showStopSign": true
     }
   ]
 }

packages/service/core/ai/embedding/index.ts

@@ -56,7 +56,14 @@ export async function getVectorsByText({ model, input, type }: GetVectorProps) {
 
         const [tokens, vectors] = await Promise.all([
           countPromptTokens(input),
-          Promise.all(res.data.map((item) => unityDimensional(item.embedding)))
+          Promise.all(
+            res.data
+              .map((item) => unityDimensional(item.embedding))
+              .map((item) => {
+                if (model.normalization) return normalization(item);
+                return item;
+              })
+          )
         ]);
 
         return {
@@ -87,3 +94,15 @@ function unityDimensional(vector: number[]) {
 
   return resultVector.concat(zeroVector);
 }
+// normalization processing
+function normalization(vector: number[]) {
+  if (vector.some((item) => item > 1)) {
+    // Calculate the Euclidean norm (L2 norm)
+    const norm = Math.sqrt(vector.reduce((sum, val) => sum + val * val, 0));
+
+    // Normalize the vector by dividing each component by the norm
+    return vector.map((val) => val / norm);
+  }
+
+  return vector;
+}

packages/web/i18n/en/account.json

@@ -46,6 +46,8 @@
   "model.max_temperature": "Max temperature",
   "model.model_id": "Model ID",
   "model.model_id_tip": "The unique identifier of the model, that is, the value of the actual request to the service provider model, needs to correspond to the model in the OneAPI channel.",
+  "model.normalization": "Normalization processing",
+  "model.normalization_tip": "If the Embedding API does not normalize vector values, the switch can be enabled and the system will normalize.\n\nUnnormalized APIs, which are represented by the vector search score greater than 1.",
   "model.output_price": "Output price",
   "model.output_price_tip": "The language model output price. If this item is configured, the model comprehensive price will be invalid.",
   "model.param_name": "Parameter name",

packages/web/i18n/zh-CN/account.json

@@ -46,6 +46,8 @@
   "model.max_temperature": "最大温度",
   "model.model_id": "模型ID",
   "model.model_id_tip": "模型的唯一标识，也就是实际请求到服务商model 的值，需要与 OneAPI 渠道中的模型对应。",
+  "model.normalization": "归一化处理",
+  "model.normalization_tip": "如果Embedding API 未对向量值进行归一化，可以启用该开关，系统会进行归一化处理。\n未归一化的 API，表现为向量检索得分会大于 1。",
   "model.output_price": "模型输出价格",
   "model.output_price_tip": "语言模型输出价格，如果配置了该项，则模型综合价格会失效",
   "model.param_name": "参数名",

packages/web/i18n/zh-Hant/account.json

@@ -45,6 +45,8 @@
   "model.max_temperature": "最大溫度",
   "model.model_id": "模型ID",
   "model.model_id_tip": "模型的唯一標識，也就是實際請求到服務商model 的值，需要與 OneAPI 頻道中的模型對應。",
+  "model.normalization": "歸一化處理",
+  "model.normalization_tip": "如果Embedding API 未對向量值進行歸一化，可以啟用該開關，系統會進行歸一化處理。\n\n未歸一化的 API，表現為向量檢索得分會大於 1。",
   "model.output_price": "模型輸出價格",
   "model.output_price_tip": "語言模型輸出價格，如果配置了該項，則模型綜合價格會失效",
   "model.param_name": "參數名",

projects/app/src/components/common/NextHead/index.tsx

@@ -1,6 +1,6 @@
 import { LOGO_ICON } from '@fastgpt/global/common/system/constants';
 import Head from 'next/head';
-import React, { useMemo } from 'react';
+import React, { useEffect, useMemo } from 'react';
 
 const NextHead = ({ title, icon, desc }: { title?: string; icon?: string; desc?: string }) => {
   const formatIcon = useMemo(() => {
@@ -11,6 +11,13 @@ const NextHead = ({ title, icon, desc }: { title?: string; icon?: string; desc?:
     return LOGO_ICON;
   }, [icon]);
 
+  useEffect(() => {
+    // Force update document title
+    if (title) {
+      document.title = title;
+    }
+  }, [title]);
+
   return (
     <Head>
       <title>{title}</title>

projects/app/src/pageComponents/account/model/ModelConfigTable.tsx

@@ -816,6 +816,19 @@ const ModelEditModal = ({
                 )}
                 {isEmbeddingModel && (
                   <>
+                    <Tr>
+                      <Td>
+                        <HStack spacing={1}>
+                          <Box>{t('account:model.normalization')}</Box>
+                          <QuestionTip label={t('account:model.normalization_tip')} />
+                        </HStack>
+                      </Td>
+                      <Td textAlign={'right'}>
+                        <Flex justifyContent={'flex-end'}>
+                          <Switch {...register('normalization')} />
+                        </Flex>
+                      </Td>
+                    </Tr>
                     <Tr>
                       <Td>
                         <HStack spacing={1}>

projects/app/src/pages/_error.tsx

@@ -28,12 +28,12 @@ function Error() {
   return (
     <Box whiteSpace={'pre-wrap'}>
       {`出现未捕获的异常。
-1. 私有部署用户，90%由于配置文件不正确/模型未启用导致。
+1. 私有部署用户，90%由于配置文件不正确/模型未启用导致。请确保系统内每个系列模型至少有一个可用。
 2. 部分系统不兼容相关API。大部分是苹果的safari 浏览器导致，可以尝试更换 chrome。 
 3. 请关闭浏览器翻译功能，部分翻译导致页面崩溃。
 
 排除3后，打开控制台的 console 查看具体报错信息。
-如果提示 xxx undefined 的话，就是配置文件有错误，或者是缺少可用模型，请确保系统内每个系列模型至少有一个可用。
+如果提示 xxx undefined 的话，就是配置文件有错误，或者是缺少可用模型。
 `}
     </Box>
   );

projects/app/src/pages/api/core/ai/model/test.ts

@@ -57,7 +57,9 @@ async function handler(
 export default NextAPI(handler);
 
 const testLLMModel = async (model: LLMModelItemType) => {
-  const ai = getAIApi({});
+  const ai = getAIApi({
+    timeout: 10000
+  });
   const requestBody = llmCompletionsBodyFormat(
     {
       model: model.model,
@@ -93,7 +95,9 @@ const testEmbeddingModel = async (model: EmbeddingModelItemType) => {
 };
 
 const testTTSModel = async (model: TTSModelType) => {
-  const ai = getAIApi();
+  const ai = getAIApi({
+    timeout: 10000
+  });
   await ai.audio.speech.create(
     {
       model: model.model,

projects/app/src/pages/chat/share.tsx

@@ -241,7 +241,11 @@ const OutLink = (props: Props) => {
 
   return (
     <>
-      <NextHead title={props.appName || 'AI'} desc={props.appIntro} icon={props.appAvatar} />
+      <NextHead
+        title={props.appName || data?.app?.name || 'AI'}
+        desc={props.appIntro || data?.app?.intro}
+        icon={props.appAvatar || data?.app?.avatar}
+      />
       <PageContainer
         isLoading={loading}
         {...(isEmbed