From 1fa160fa1a251071965d222efc93e8ffc66ae32e Mon Sep 17 00:00:00 2001
From: Arvin Xu <arvinx@foxmail.com>
Date: Sat, 6 Jul 2024 01:21:53 +0800
Subject: [PATCH] =?UTF-8?q?=F0=9F=90=9B=20fix:=20improve=20tools=20calling?=
 =?UTF-8?q?=20error=20feedback=20when=20arguments=20are=20not=20correctly?=
 =?UTF-8?q?=20(#3150)?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* update docs

* fix: fix plugin arguments issue

* Update error.ts

* 🚨 ci: fix lint

* ✅ test: fix test

* chore: update locale
---
 docs/usage/tools-calling/anthropic.zh-CN.mdx  | 932 ++----------------
 locales/ar/error.json                         |   1 +
 locales/bg-BG/error.json                      |   1 +
 locales/de-DE/error.json                      |   1 +
 locales/en-US/error.json                      |   1 +
 locales/es-ES/error.json                      |   1 +
 locales/fr-FR/error.json                      |   1 +
 locales/it-IT/error.json                      |   1 +
 locales/ja-JP/error.json                      |   1 +
 locales/ko-KR/error.json                      |   1 +
 locales/nl-NL/error.json                      |   1 +
 locales/pl-PL/error.json                      |   1 +
 locales/pt-BR/error.json                      |   1 +
 locales/ru-RU/error.json                      |   1 +
 locales/tr-TR/error.json                      |   1 +
 locales/vi-VN/error.json                      |   1 +
 locales/zh-CN/error.json                      |   1 +
 locales/zh-TW/error.json                      |   1 +
 package.json                                  |   2 +-
 .../Messages/Tool/Inspector/style.ts          |   3 +-
 src/locales/default/error.ts                  |   3 +
 src/store/chat/slices/plugin/action.test.ts   |  60 +-
 src/store/chat/slices/plugin/action.ts        |  36 +-
 src/store/tool/slices/builtin/action.ts       |  14 +-
 src/types/fetch.ts                            |   5 +-
 25 files changed, 194 insertions(+), 878 deletions(-)

diff --git a/docs/usage/tools-calling/anthropic.zh-CN.mdx b/docs/usage/tools-calling/anthropic.zh-CN.mdx
index ade1e484017c..baea4cba2ebf 100644
--- a/docs/usage/tools-calling/anthropic.zh-CN.mdx
+++ b/docs/usage/tools-calling/anthropic.zh-CN.mdx
@@ -1,5 +1,5 @@
 ---
-title: Anthropic Claude 系列 Tool Calling 评测
+title: Anthropic Claude 系列 Tools Calling 评测
 description: >-
   使用 LobeChat 测试 Anthropic Claude 系列模型（Claude 3.5 sonnet / Claude 3 Opus /
   Claude 3 haiku） 的工具调用（Function Calling）能力，并展现评测结果
@@ -11,7 +11,7 @@ tags:
   - 插件
 ---
 
-# Anthropic Claude 系列 Tool Calling
+# Anthropic Claude 系列 Tools Calling
 
 ## Claude 3.5 Sonnet
 
@@ -22,127 +22,15 @@ tags:
 <Video src="https://github.com/lobehub/lobe-chat/assets/28616219/42a6980c-ea2a-44fd-b61f-a7989827f5a5" />
 
 <Image
-  alt="Claude 3.5 Sonnet 简单指令的 Tool Calling"
+  alt="Claude 3.5 Sonnet 简单指令的 Tools Calling"
   src="https://github.com/lobehub/lobe-chat/assets/28616219/71146b75-2c73-48c3-9688-1d8814d2a791"
 />
 
-  <details>
-    <summary>Tool Calling 原始输出：</summary>
+<details>
+  <summary>Tools Calling 原始输出：</summary>
 
 ```yml
-[stream start] 2024-6-24 20:24:40.289
-[chunk 0] 2024-6-24 20:24:40.294
-
-{"type":"message_start","message":{"id":"msg_01Q8ytAh2wiJHwKt7qEdaUsP","type":"message","role":"assistant","model":"claude-3-5-sonnet-20240620","content":[],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":485,"output_tokens":4}}}
-[chunk 1] 2024-6-24 20:24:40.294
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-{"type":"content_block_start","index":0,"content_block":{"type":"text","text":""}}
-[chunk 2] 2024-6-24 20:24:40.311
-
-{"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":"好的,"}}
-[chunk 3] 2024-6-24 20:24:40.312
-
-{"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":"我会"}}
-[chunk 4] 2024-6-24 20:24:40.313
-
-{"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":"为"}}
-[chunk 5] 2024-6-24 20:24:40.356
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-{"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":"您"}}
-[chunk 6] 2024-6-24 20:24:40.358
-
-{"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":"查"}}
-[chunk 7] 2024-6-24 20:24:40.364
-
-{"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":"询杭州"}}
-[chunk 8] 2024-6-24 20:24:40.368
-
-{"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":"和北京的"}}
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-{"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":"天"}}
-[chunk 10] 2024-6-24 20:24:40.487
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-{"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":"气情况。"}}
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-{"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":"让"}}
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-{"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":"您获"}}
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-{"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":"取这"}}
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-{"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":"个城市的"}}
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-{"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":"当前天气"}}
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-{"type":"content_block_start","index":1,"content_block":{"type":"tool_use","id":"toolu_01CYUiZB5L2iLYfKkFL5TWtm","name":"realtime-weather____fetchCurrentWeather","input":{}}}
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-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":""}}
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-{"type":"message_stop"}
-
-[stream finished] total chunks: 37
 ```
 
 </details>
@@ -153,804 +41,150 @@ tags:
 
 <Video src="https://github.com/lobehub/lobe-chat/assets/28616219/a9a40899-d5f3-4ef2-aa08-922751b05ca6" />
 
-从上述视频中可以看到， sonnet 虽然也支持流式 Tool Calling ，但是它表现出来的特征是在创建长句 tool calling 时会等待住（详见 Tool Calling 原始输出 `[chunk 40]` 和 `[chunk 41]` 中间的耗时）。所以相对来说会在 Tool Calling 的起始阶段有一个较长的等待时间。
+从上述视频中可以看到：
+1.  Sonnet 3.5 支持流式 Tools Calling 和 Parallel Tools Calling；
+2.  在流式 Tools Calling 时，表现出来的特征是在创建长句会等待住（详见 Tools Calling 原始输出 `[chunk 40]` 和 `[chunk 41]` 中间的耗时达到 6s）。所以相对来说会在 Tools Calling 的起始阶段有一个较长的等待时间。
 
 <Image
-  alt="Claude 3.5 Sonnet 复杂指令的 Tool Calling"
+  alt="Claude 3.5 Sonnet 复杂指令的 Tools Calling"
   src="https://github.com/lobehub/lobe-chat/assets/28616219/23e2d7e5-a6f3-4f4c-9c6a-5651f35a5910"
 />
 
-  <details>
-    <summary>Tool Calling 原始输出：</summary>
+<details>
+  <summary>Tools Calling 原始输出：</summary>
 
 ```yml
-[stream start] 2024-6-24 20:39:9.670
-
-[chunk 0] 2024-6-24 20:39:9.695
-{"type":"message_start","message":{"id":"msg_01Kj3TFjatNCn9AzdGRfsGN9","type":"message","role":"assistant","model":"claude-3-5-sonnet-20240620","content":[],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1742,"output_tokens":2}}}
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-
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-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"lity. Splas"}}
-
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-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"hes of bri"}}
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-
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-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"the cent"}}
-
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-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"er lookin"}}
-
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-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"g both co"}}
-
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-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"nfused"}}
-
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-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":" and p"}}
-
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-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"leased with "}}
-
-[chunk 190] 2024-6-24 20:39:17.168
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"itself. B"}}
-
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-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"old"}}
-
-[chunk 192] 2024-6-24 20:39:17.169
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":", vibrant"}}
-
-[chunk 193] 2024-6-24 20:39:17.169
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":" colors "}}
-
-[chunk 194] 2024-6-24 20:39:17.170
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"and clean"}}
-
-[chunk 195] 2024-6-24 20:39:17.182
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":" lines defin"}}
-
-[chunk 196] 2024-6-24 20:39:17.183
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"e the styl"}}
-
-[chunk 197] 2024-6-24 20:39:17.183
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"e.\","}}
-
-[chunk 198] 2024-6-24 20:39:17.183
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":" \"Oil painti"}}
+```
 
-[chunk 199] 2024-6-24 20:39:17.184
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"ng of"}}
+</details>
 
-[chunk 200] 2024-6-24 20:39:17.185
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":" a sl"}}
+## Claude 3 Opus
 
-[chunk 201] 2024-6-24 20:39:17.185
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"eepy puppy "}}
+### 简单调用指令：天气查询
 
-[chunk 202] 2024-6-24 20:39:17.185
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"curle"}}
+测试指令：指令 ①
 
-[chunk 203] 2024-6-24 20:39:17.186
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"d u"}}
 
-[chunk 204] 2024-6-24 20:39:17.186
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"p in a "}}
+<Video src="https://github.com/lobehub/lobe-chat/assets/28616219/0e120fa2-8410-4552-a947-5ab7a91d994d" />
 
-[chunk 205] 2024-6-24 20:39:17.187
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"cozy wic"}}
+从上述视频中看到：
+1. Claude 3 Opus 在调用 Tools 的起点会输出一段 <thinking> 标签的内容，这段内容对于用户来说几乎没有什么帮助，反而带来了较多的 Token 消耗；
+2. Opus 会触发两次 Tools Calling，说明它并不支持 Parallel Tools Calling；
+3. 从 Tools Calling 的原始输出来看， Opus 也是支持流式 Tools Calling 的
 
-[chunk 206] 2024-6-24 20:39:17.198
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"ker ba"}}
+<Image
+  alt="Claude 3 Opus 简单指令的 Tools Calling"
+  src="https://github.com/lobehub/lobe-chat/assets/28616219/fa2f89bc-b9d5-43e3-a15e-1e79174d002c"
+/>
 
-[chunk 207] 2024-6-24 20:39:17.199
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"sket. The pu"}}
 
-[chunk 208] 2024-6-24 20:39:17.199
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"ppy is"}}
 
-[chunk 209] 2024-6-24 20:39:17.200
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":" a m"}}
+  <details>
+    <summary>Tools Calling 原始输出：</summary>
 
-[chunk 210] 2024-6-24 20:39:17.200
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"ix o"}}
 
-[chunk 211] 2024-6-24 20:39:17.200
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"f brown "}}
+</details>
 
-[chunk 212] 2024-6-24 20:39:17.201
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"and"}}
 
-[chunk 213] 2024-6-24 20:39:17.201
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":" whit"}}
+### 复杂调用指令：文生图
 
-[chunk 214] 2024-6-24 20:39:17.202
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"e fur, wi"}}
+测试指令：指令 ②
 
-[chunk 215] 2024-6-24 20:39:17.202
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"th on"}}
+<Video src="https://github.com/lobehub/lobe-chat/assets/28616219/b2dc8cd9-2582-43fe-9121-29c20a1cdc7b" />
 
-[chunk 216] 2024-6-24 20:39:17.202
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"e eye sl"}}
+从上述视频中看到：
+1. 结合简单任务， Opus 的工具调用一定会输出 <thinking> 标签，这其实对体验影响非常大
+2. Opus 输出的 prompts 字段是字符串，而不是数组，导致报错，无法正常调用插件。
 
-[chunk 217] 2024-6-24 20:39:17.213
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"ightly open "}}
+<Image
+  alt="Claude 3 Opus 复杂指令的 Tools Calling"
+  src="https://github.com/lobehub/lobe-chat/assets/28616219/1eee785d-932f-4320-845e-eed0bee4b1ae"
+/>
 
-[chunk 218] 2024-6-24 20:39:17.214
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"as if"}}
+<details>
+  <summary>Tools Calling 原始输出：</summary>
 
-[chunk 219] 2024-6-24 20:39:17.214
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":" just w"}}
 
-[chunk 220] 2024-6-24 20:39:17.215
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"aking up"}}
+</details>
 
-[chunk 221] 2024-6-24 20:39:17.215
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":". Soft"}}
+## Claude 3 Sonnet
 
-[chunk 222] 2024-6-24 20:39:17.215
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":", wa"}}
+### 简单调用指令：天气查询
 
-[chunk 223] 2024-6-24 20:39:17.216
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"rm light"}}
+测试指令：指令 ①
 
-[chunk 224] 2024-6-24 20:39:17.216
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":" fi"}}
+<Video src="https://github.com/lobehub/lobe-chat/assets/28616219/600becd5-7f12-4a9a-86c7-e5cca0db6b1b" />
 
-[chunk 225] 2024-6-24 20:39:17.217
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"lters th"}}
+从上述视频中可以看出，Claude 3 Sonnet 会调用两次 Tools Calling，说明它并不支持 Parallel Tools Calling。
 
-[chunk 226] 2024-6-24 20:39:17.217
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"rough"}}
+<Image
+  alt="Claude 3 Sonnet 简单指令的 Tools Calling"
+  src="https://github.com/lobehub/lobe-chat/assets/28616219/e82f5c69-7607-488f-8c10-0482fb380c6c"
+/>
 
-[chunk 227] 2024-6-24 20:39:17.217
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":" a "}}
 
-[chunk 228] 2024-6-24 20:39:17.227
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"nearby"}}
+<details>
+  <summary>Tools Calling 原始输出：</summary>
 
-[chunk 229] 2024-6-24 20:39:17.228
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":" windo"}}
 
-[chunk 230] 2024-6-24 20:39:17.228
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"w, casti"}}
+</details>
 
-[chunk 231] 2024-6-24 20:39:17.229
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"ng gen"}}
+### 复杂调用指令：文生图
 
-[chunk 232] 2024-6-24 20:39:17.229
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"tle shado"}}
+测试指令：指令 ②
 
-[chunk 233] 2024-6-24 20:39:17.230
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"ws. Th"}}
 
-[chunk 234] 2024-6-24 20:39:17.230
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"e texture o"}}
+<Video src="https://github.com/lobehub/lobe-chat/assets/28616219/c150aa5f-36bc-40f2-a779-9c4fdcf2cd4c" />
 
-[chunk 235] 2024-6-24 20:39:17.230
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"f the fu"}}
+从上述视频中可以看到， Sonnet 3 在复杂指令调用下就失败了。报错原因是 prompts 原本预期为一个数组，但是生成的却是一个字符串。
 
-[chunk 236] 2024-6-24 20:39:17.231
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"r an"}}
+<Image
+  alt="Claude 3.5 Sonnet 复杂指令的 Tools Calling"
+  src="https://github.com/lobehub/lobe-chat/assets/28616219/b7d84e26-920d-4a82-8798-1b1060ebb341"
+/>
 
-[chunk 237] 2024-6-24 20:39:17.231
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"d b"}}
+<details>
+  <summary>Tools Calling 原始输出：</summary>
 
-[chunk 238] 2024-6-24 20:39:17.239
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"asket "}}
 
-[chunk 239] 2024-6-24 20:39:17.242
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"are r"}}
 
-[chunk 240] 2024-6-24 20:39:17.243
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"end"}}
+</details>
 
-[chunk 241] 2024-6-24 20:39:17.243
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"ered "}}
+## Claude 3 Haiku
 
-[chunk 242] 2024-6-24 20:39:17.244
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"in fine det"}}
 
-[chunk 243] 2024-6-24 20:39:17.244
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"ail"}}
+<Video src="https://github.com/lobehub/lobe-chat/assets/28616219/02b3e872-735a-4928-8245-a90786acea8b" />
 
-[chunk 244] 2024-6-24 20:39:17.245
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":", c"}}
+从上述视频中可以看出：
 
-[chunk 245] 2024-6-24 20:39:17.245
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"re"}}
+1. Claude 3 Haiku 会调用两次 Tools Calling，说明它也不支持 Parallel Tools Calling；
+2. Haiku 并没有回答好的，也是直接调用的工具；
 
-[chunk 246] 2024-6-24 20:39:17.252
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"atin"}}
 
-[chunk 247] 2024-6-24 20:39:17.253
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"g a sense"}}
+<Image
+  alt="Claude 3 Haiku 简单指令的 Tools Calling"
+  src="https://github.com/lobehub/lobe-chat/assets/28616219/9081b586-cf43-440f-8ef8-1de5d8658694"
+/>
 
-[chunk 248] 2024-6-24 20:39:17.253
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":" of comfort "}}
 
-[chunk 249] 2024-6-24 20:39:17.253
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"and tranq"}}
+### 复杂调用指令：文生图
 
-[chunk 250] 2024-6-24 20:39:17.254
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"uility."}}
+测试指令：指令 ②
 
-[chunk 251] 2024-6-24 20:39:17.265
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"\"]"}}
 
-[chunk 252] 2024-6-24 20:39:17.266
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":", \"size\": \"1"}}
+<Video src="https://github.com/lobehub/lobe-chat/assets/28616219/d1e3f804-0b89-4b90-9d78-69aee0db1c4d" />
 
-[chunk 253] 2024-6-24 20:39:17.266
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"024x1024"}}
+从上述视频中可以看到， Haiku 3 在复杂指令调用下也是失败的。报错原因同样是 prompts 生成了字符串而不是数组。
 
-[chunk 254] 2024-6-24 20:39:17.266
-{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"\"}"}}
+<Image
+  alt="Claude 3 Haiku 复杂指令的 Tools Calling"
+  src="https://github.com/lobehub/lobe-chat/assets/28616219/cde80220-4615-43bb-934f-35fe0de88754"
+/>
 
-[chunk 255] 2024-6-24 20:39:17.267
-{"type":"content_block_stop","index":1}
+<details>
+  <summary>Tools Calling 原始输出：</summary>
 
-[chunk 256] 2024-6-24 20:39:17.267
-{"type":"message_delta","delta":{"stop_reason":"tool_use","stop_sequence":null},"usage":{"output_tokens":492}}
 
-[chunk 257] 2024-6-24 20:39:17.271
-{"type":"message_stop"}
-```
 
 </details>
-
-## Claude 3 Opus
-
-TODO
-
-## Claude 3 Sonnet
-
-TODO
-
-## Claude 3 Haiku
-
-TODO
diff --git a/locales/ar/error.json b/locales/ar/error.json
index 809ed572f637..f599c7e58401 100644
--- a/locales/ar/error.json
+++ b/locales/ar/error.json
@@ -67,6 +67,7 @@
     "OpenAIBizError": "طلب خدمة OpenAI خاطئ، يرجى التحقق من المعلومات التالية أو إعادة المحاولة",
     "PluginApiNotFound": "عذرًا، لا يوجد API للإضافة في وصف الإضافة، يرجى التحقق من تطابق طريقة الطلب الخاصة بك مع API الوصف",
     "PluginApiParamsError": "عذرًا، فشلت التحقق من صحة معلمات الطلب للإضافة، يرجى التحقق من تطابق المعلمات مع معلومات الوصف",
+    "PluginFailToTransformArguments": "عذرًا، فشل تحويل معلمات استدعاء الإضافة، يرجى محاولة إعادة إنشاء رسالة المساعد أو تجربة نموذج AI ذو قدرات استدعاء أقوى",
     "PluginGatewayError": "عذرًا، حدث خطأ في بوابة الإضافة، يرجى التحقق من تكوين بوابة الإضافة",
     "PluginManifestInvalid": "عذرًا، فشلت التحقق من صحة وصف الإضافة، يرجى التحقق من تنسيق وصف الإضافة",
     "PluginManifestNotFound": "عذرًا، لم يتم العثور على وصف الإضافة (manifest.json) في الخادم، يرجى التحقق من صحة عنوان ملف وصف الإضافة",
diff --git a/locales/bg-BG/error.json b/locales/bg-BG/error.json
index f1c07dbd1bd9..ebedfc9368cb 100644
--- a/locales/bg-BG/error.json
+++ b/locales/bg-BG/error.json
@@ -67,6 +67,7 @@
     "OpenAIBizError": "Грешка в услугата на OpenAI, моля проверете следната информация или опитайте отново",
     "PluginApiNotFound": "Съжаляваме, API не съществува в манифеста на плъгина. Моля, проверете дали методът на вашата заявка съвпада с API на манифеста на плъгина",
     "PluginApiParamsError": "Съжаляваме, проверката на входния параметър за заявката на плъгина е неуспешна. Моля, проверете дали входните параметри съвпадат с описанието на API",
+    "PluginFailToTransformArguments": "Съжаляваме, неуспешно преобразуване на аргументите за извикване на плъгин. Моля, опитайте отново да генерирате съобщението на помощника или опитайте с по-мощна AI модел на Tools Calling.",
     "PluginGatewayError": "Съжаляваме, възникна грешка с шлюза на плъгина. Моля, проверете дали конфигурацията на шлюза на плъгина е правилна.",
     "PluginManifestInvalid": "Съжаляваме, проверката на манифеста на плъгина е неуспешна. Моля, проверете дали форматът на манифеста е правилен",
     "PluginManifestNotFound": "Съжаляваме, сървърът не можа да намери файла на манифеста на плъгина (manifest.json). Моля, проверете дали адресът на файла на манифеста на плъгина е правилен",
diff --git a/locales/de-DE/error.json b/locales/de-DE/error.json
index e4686bd49148..a262f071dff1 100644
--- a/locales/de-DE/error.json
+++ b/locales/de-DE/error.json
@@ -67,6 +67,7 @@
     "OpenAIBizError": "Fehler bei der Anforderung des OpenAI-Dienstes. Bitte überprüfen Sie die folgenden Informationen oder versuchen Sie es erneut.",
     "PluginApiNotFound": "Entschuldigung, das API des Plugins im Plugin-Manifest existiert nicht. Bitte überprüfen Sie, ob Ihre Anfragemethode mit dem Plugin-Manifest-API übereinstimmt",
     "PluginApiParamsError": "Entschuldigung, die Eingabeüberprüfung der Plugin-Anfrage ist fehlgeschlagen. Bitte überprüfen Sie, ob die Eingabe mit den API-Beschreibungsinformationen übereinstimmt",
+    "PluginFailToTransformArguments": "Es tut uns leid, die Plugin-Aufrufargumente konnten nicht transformiert werden. Bitte versuchen Sie, die Assistentennachricht erneut zu generieren, oder wechseln Sie zu einem leistungsstärkeren AI-Modell mit Tools Calling-Fähigkeiten und versuchen Sie es erneut.",
     "PluginGatewayError": "Entschuldigung, es ist ein Fehler im Plugin-Gateway aufgetreten. Bitte überprüfen Sie die Plugin-Gateway-Konfiguration auf Richtigkeit",
     "PluginManifestInvalid": "Entschuldigung, das Manifest des Plugins hat die Überprüfung nicht bestanden. Bitte überprüfen Sie das Format des Manifests",
     "PluginManifestNotFound": "Entschuldigung, der Server konnte das Manifest (manifest.json) des Plugins nicht finden. Bitte überprüfen Sie die Adresse der Plugin-Beschreibungsdatei",
diff --git a/locales/en-US/error.json b/locales/en-US/error.json
index 05e31cb94b32..8c8532d00859 100644
--- a/locales/en-US/error.json
+++ b/locales/en-US/error.json
@@ -67,6 +67,7 @@
     "OpenAIBizError": "Error requesting OpenAI service, please troubleshoot or retry based on the following information",
     "PluginApiNotFound": "Sorry, the API does not exist in the plugin's manifest. Please check if your request method matches the plugin manifest API",
     "PluginApiParamsError": "Sorry, the input parameter validation for the plugin request failed. Please check if the input parameters match the API description",
+    "PluginFailToTransformArguments": "Sorry, the plugin failed to parse the arguments. Please try regenerating the assistant message or switch to a more powerful AI model with Tools Calling capability and try again",
     "PluginGatewayError": "Sorry, there was an error with the plugin gateway. Please check if the plugin gateway configuration is correct.",
     "PluginManifestInvalid": "Sorry, the plugin's manifest validation failed. Please check if the manifest format is correct",
     "PluginManifestNotFound": "Sorry, the server could not find the plugin's manifest file (manifest.json). Please check if the plugin manifest file address is correct",
diff --git a/locales/es-ES/error.json b/locales/es-ES/error.json
index 42db3512b8cd..11c7c0cdf3ba 100644
--- a/locales/es-ES/error.json
+++ b/locales/es-ES/error.json
@@ -67,6 +67,7 @@
     "OpenAIBizError": "Se produjo un error al solicitar el servicio de OpenAI, por favor, revise la siguiente información o inténtelo de nuevo",
     "PluginApiNotFound": "Lo sentimos, el API especificado no existe en el manifiesto del complemento. Verifique si su método de solicitud coincide con el API del manifiesto del complemento",
     "PluginApiParamsError": "Lo sentimos, la validación de los parámetros de entrada de la solicitud del complemento no ha pasado. Verifique si los parámetros de entrada coinciden con la información de descripción del API",
+    "PluginFailToTransformArguments": "Lo siento, no se pudieron transformar los argumentos de la llamada al plugin. Por favor, intenta generar de nuevo el mensaje del asistente o prueba con un modelo de IA de Tools Calling más potente.",
     "PluginGatewayError": "Lo sentimos, se ha producido un error en la puerta de enlace del complemento. Verifique si la configuración de la puerta de enlace del complemento es correcta",
     "PluginManifestInvalid": "Lo sentimos, la validación del manifiesto del complemento no ha pasado. Por favor, verifique si el formato del manifiesto es correcto",
     "PluginManifestNotFound": "Lo sentimos, el servidor no puede encontrar el manifiesto de descripción del complemento (manifest.json). Verifique si la dirección del archivo de descripción del complemento es correcta",
diff --git a/locales/fr-FR/error.json b/locales/fr-FR/error.json
index cfaacdf0fb28..6e535b01bb63 100644
--- a/locales/fr-FR/error.json
+++ b/locales/fr-FR/error.json
@@ -67,6 +67,7 @@
     "OpenAIBizError": "Erreur de service OpenAI. Veuillez vérifier les informations suivantes ou réessayer.",
     "PluginApiNotFound": "Désolé, l'API spécifiée n'existe pas dans le manifeste du plugin. Veuillez vérifier que votre méthode de requête correspond à l'API du manifeste du plugin",
     "PluginApiParamsError": "Désolé, la validation des paramètres d'entrée de la requête de ce plugin a échoué. Veuillez vérifier que les paramètres d'entrée correspondent aux informations de l'API",
+    "PluginFailToTransformArguments": "Désolé, échec de la transformation des arguments de l'appel du plugin. Veuillez essayer de régénérer le message d'assistance ou de changer de modèle d'IA avec une capacité d'appel d'outils plus puissante, puis réessayer.",
     "PluginGatewayError": "Désolé, une erreur est survenue avec la passerelle du plugin. Veuillez vérifier la configuration de la passerelle du plugin.",
     "PluginManifestInvalid": "Désolé, la validation du manifeste de ce plugin a échoué. Veuillez vérifier le format du manifeste",
     "PluginManifestNotFound": "Désolé, le serveur n'a pas trouvé le manifeste de description de ce plugin (manifest.json). Veuillez vérifier l'adresse du fichier de description du plugin",
diff --git a/locales/it-IT/error.json b/locales/it-IT/error.json
index 9a20c6d81193..1417f8049c36 100644
--- a/locales/it-IT/error.json
+++ b/locales/it-IT/error.json
@@ -67,6 +67,7 @@
     "OpenAIBizError": "Errore di business di OpenAI. Si prega di controllare le informazioni seguenti o riprovare.",
     "PluginApiNotFound": "Spiacenti, l'API specificata non esiste nel manifesto del plugin. Verifica che il metodo di richiesta corrisponda all'API del manifesto del plugin",
     "PluginApiParamsError": "Spiacenti, la convalida dei parametri di input della richiesta del plugin non è riuscita. Verifica che i parametri di input corrispondano alle informazioni dell'API",
+    "PluginFailToTransformArguments": "Spiacenti, la trasformazione degli argomenti della chiamata al plugin non è riuscita. Si prega di provare a rigenerare il messaggio dell'assistente o riprovare dopo aver cambiato il modello AI di Tools Calling con capacità più avanzate.",
     "PluginGatewayError": "Spiacenti, si è verificato un errore nel gateway del plugin. Verifica che la configurazione del gateway del plugin sia corretta",
     "PluginManifestInvalid": "Spiacenti, la convalida del manifesto descrittivo del plugin non è riuscita. Verifica che il formato del manifesto descrittivo sia conforme alle specifiche",
     "PluginManifestNotFound": "Spiacenti, il server non trova il manifesto descrittivo del plugin (manifest.json). Verifica che l'indirizzo del file descrittivo del plugin sia corretto",
diff --git a/locales/ja-JP/error.json b/locales/ja-JP/error.json
index 5b7e9344946b..b95d06637923 100644
--- a/locales/ja-JP/error.json
+++ b/locales/ja-JP/error.json
@@ -67,6 +67,7 @@
     "OpenAIBizError": "リクエスト OpenAI サービスでエラーが発生しました。以下の情報を確認して再試行してください。",
     "PluginApiNotFound": "申し訳ありませんが、プラグインのマニフェストに指定されたAPIが見つかりませんでした。リクエストメソッドとプラグインのマニフェストのAPIが一致しているかどうかを確認してください",
     "PluginApiParamsError": "申し訳ありませんが、プラグインのリクエストパラメータの検証に失敗しました。パラメータとAPIの説明が一致しているかどうか確認してください",
+    "PluginFailToTransformArguments": "申し訳ありませんが、プラグインの引数変換に失敗しました。助手メッセージを再生成するか、より強力な Tools Calling 機能を持つAIモデルに切り替えて再試行してください",
     "PluginGatewayError": "申し訳ありませんが、プラグインゲートウェイでエラーが発生しました。プラグインゲートウェイの設定を確認してください。",
     "PluginManifestInvalid": "申し訳ありませんが、このプラグインのマニフェストの検証に失敗しました。マニフェストの形式が正しいかどうかを確認してください",
     "PluginManifestNotFound": "申し訳ありませんが、サーバーでプラグインのマニフェストファイル (manifest.json) が見つかりませんでした。プラグインのマニフェストファイルのアドレスが正しいかどうかを確認してください",
diff --git a/locales/ko-KR/error.json b/locales/ko-KR/error.json
index 440b20933083..c97f615f833f 100644
--- a/locales/ko-KR/error.json
+++ b/locales/ko-KR/error.json
@@ -67,6 +67,7 @@
     "OpenAIBizError": "OpenAI 서비스 요청 중 오류가 발생했습니다. 아래 정보를 확인하고 다시 시도해주세요.",
     "PluginApiNotFound": "죄송합니다. 플러그인 설명서에 해당 API가 없습니다. 요청 메서드와 플러그인 설명서 API가 일치하는지 확인해주세요.",
     "PluginApiParamsError": "죄송합니다. 플러그인 요청의 입력 매개변수 유효성 검사에 실패했습니다. 입력 매개변수와 API 설명 정보가 일치하는지 확인해주세요.",
+    "PluginFailToTransformArguments": "죄송합니다. 플러그인 호출 인수 변환에 실패했습니다. 도우미 메시지를 다시 생성하거나 더 강력한 AI 모델로 Tools Calling 능력을 변경한 후 다시 시도해주세요.",
     "PluginGatewayError": "죄송합니다. 플러그인 게이트웨이에 오류가 발생했습니다. 플러그인 게이트웨이 구성을 확인해주세요.",
     "PluginManifestInvalid": "죄송합니다. 해당 플러그인의 설명서 유효성 검사에 실패했습니다. 설명서 형식이 올바른지 확인해주세요.",
     "PluginManifestNotFound": "죄송합니다. 서버에서 해당 플러그인의 설명서 (manifest.json)를 찾을 수 없습니다. 플러그인 설명 파일 주소가 올바른지 확인해주세요.",
diff --git a/locales/nl-NL/error.json b/locales/nl-NL/error.json
index 1ccb1f6ff8ef..a953ea861707 100644
--- a/locales/nl-NL/error.json
+++ b/locales/nl-NL/error.json
@@ -67,6 +67,7 @@
     "OpenAIBizError": "Er is een fout opgetreden bij het aanvragen van de OpenAI-service. Controleer de volgende informatie of probeer het opnieuw.",
     "PluginApiNotFound": "Sorry, de API van de plug-inbeschrijvingslijst bestaat niet. Controleer of uw verzoeksmethode overeenkomt met de plug-inbeschrijvingslijst API",
     "PluginApiParamsError": "Sorry, de validatie van de invoerparameters van de plug-in is mislukt. Controleer of de invoerparameters overeenkomen met de API-beschrijving",
+    "PluginFailToTransformArguments": "Sorry, the plugin failed to parse the arguments. Please try regenerating the assistant message or retry with a more powerful AI model with Tools Calling capability.",
     "PluginGatewayError": "Sorry, er is een fout opgetreden in de plug-in gateway. Controleer of de plug-in gatewayconfiguratie juist is",
     "PluginManifestInvalid": "Sorry, de validatie van de beschrijvingslijst van de plug-in is mislukt. Controleer of het formaat van de beschrijvingslijst correct is",
     "PluginManifestNotFound": "Sorry, de server kon de beschrijvingslijst (manifest.json) van de plug-in niet vinden. Controleer of het adres van de plug-inbeschrijvingsbestand juist is",
diff --git a/locales/pl-PL/error.json b/locales/pl-PL/error.json
index f0d3288fe427..e4cf34f4c424 100644
--- a/locales/pl-PL/error.json
+++ b/locales/pl-PL/error.json
@@ -67,6 +67,7 @@
     "OpenAIBizError": "Wystąpił błąd usługi OpenAI, proszę sprawdzić poniższe informacje lub spróbować ponownie",
     "PluginApiNotFound": "Przepraszamy, w manifestach wtyczki nie istnieje to API. Proszę sprawdź, czy metoda żądania jest zgodna z API w manifestach wtyczki",
     "PluginApiParamsError": "Przepraszamy, walidacja parametrów wejściowych żądanej wtyczki nie powiodła się. Proszę sprawdź, czy parametry wejściowe są zgodne z informacjami opisującymi API",
+    "PluginFailToTransformArguments": "Przepraszamy, nie udało się przekształcić argumentów wywołania wtyczki. Spróbuj ponownie wygenerować wiadomość pomocnika lub zmień model AI o większej zdolności do wywoływania narzędzi i spróbuj ponownie",
     "PluginGatewayError": "Przepraszamy, wystąpił błąd bramy wtyczki. Proszę sprawdź, czy konfiguracja bramy wtyczki jest poprawna",
     "PluginManifestInvalid": "Przepraszamy, walidacja manifestu opisowego wtyczki nie powiodła się. Proszę sprawdź, czy format pliku opisowego wtyczki jest zgodny z normami",
     "PluginManifestNotFound": "Przepraszamy, serwer nie odnalazł manifestu opisowego wtyczki (manifest.json). Proszę sprawdź, czy adres pliku opisowego wtyczki jest poprawny",
diff --git a/locales/pt-BR/error.json b/locales/pt-BR/error.json
index 197dea734352..1be1c1b6adb4 100644
--- a/locales/pt-BR/error.json
+++ b/locales/pt-BR/error.json
@@ -67,6 +67,7 @@
     "OpenAIBizError": "Erro no serviço OpenAI solicitado. Por favor, verifique as informações abaixo ou tente novamente.",
     "PluginApiNotFound": "Desculpe, o API especificado não existe no manifesto do plugin. Verifique se o método de solicitação corresponde ao API do manifesto do plugin",
     "PluginApiParamsError": "Desculpe, a validação dos parâmetros de entrada da solicitação do plugin falhou. Verifique se os parâmetros de entrada correspondem às informações de descrição do API",
+    "PluginFailToTransformArguments": "Desculpe, falha ao transformar os argumentos da chamada do plugin. Por favor, tente regerar a mensagem do assistente ou tente novamente com um modelo de IA de chamada de ferramentas mais robusto.",
     "PluginGatewayError": "Desculpe, ocorreu um erro no gateway do plugin. Verifique se a configuração do gateway do plugin está correta",
     "PluginManifestInvalid": "Desculpe, a validação do manifesto de descrição do plugin falhou. Verifique se o formato do manifesto de descrição está correto",
     "PluginManifestNotFound": "Desculpe, o servidor não encontrou o manifesto de descrição do plugin (manifest.json). Verifique se o endereço do arquivo de descrição do plugin está correto",
diff --git a/locales/ru-RU/error.json b/locales/ru-RU/error.json
index b91f5d6b9167..e42eb34d0616 100644
--- a/locales/ru-RU/error.json
+++ b/locales/ru-RU/error.json
@@ -67,6 +67,7 @@
     "OpenAIBizError": "Ошибка обслуживания OpenAI. Пожалуйста, проверьте следующую информацию или повторите попытку",
     "PluginApiNotFound": "К сожалению, API не существует в манифесте плагина. Пожалуйста, проверьте, соответствует ли ваш метод запроса API манифеста плагина",
     "PluginApiParamsError": "К сожалению, проверка входных параметров для запроса плагина не удалась. Пожалуйста, проверьте, соответствуют ли входные параметры описанию API",
+    "PluginFailToTransformArguments": "Извините, не удалось преобразовать аргументы вызова плагина. Попробуйте сгенерировать помощь заново или повторите попытку с более мощной моделью искусственного интеллекта для вызова инструментов.",
     "PluginGatewayError": "Извините, возникла ошибка шлюза плагина. Пожалуйста, проверьте правильность конфигурации шлюза плагина.",
     "PluginManifestInvalid": "К сожалению, проверка манифеста плагина не удалась. Пожалуйста, проверьте правильность формата манифеста",
     "PluginManifestNotFound": "К сожалению, серверу не удалось найти файл манифеста плагина (manifest.json). Пожалуйста, проверьте правильность адреса файла манифеста плагина",
diff --git a/locales/tr-TR/error.json b/locales/tr-TR/error.json
index 27898495cf49..50a5b4cde2b0 100644
--- a/locales/tr-TR/error.json
+++ b/locales/tr-TR/error.json
@@ -67,6 +67,7 @@
     "OpenAIBizError": "OpenAI hizmetinde bir hata oluştu, lütfen aşağıdaki bilgilere göre sorunu giderin veya tekrar deneyin",
     "PluginApiNotFound": "Üzgünüm, eklentinin bildiriminde API mevcut değil. Lütfen istek yönteminizin eklenti bildirim API'sı ile eşleşip eşleşmediğini kontrol edin",
     "PluginApiParamsError": "Üzgünüm, eklenti isteği için giriş parametre doğrulaması başarısız oldu. Lütfen giriş parametrelerinin API açıklamasıyla eşleşip eşleşmediğini kontrol edin",
+    "PluginFailToTransformArguments": "Özür dilerim, eklenti çağrı parametrelerini dönüştürme başarısız oldu, lütfen yardımcı mesajı yeniden oluşturmayı deneyin veya daha güçlü bir AI modeli olan Tools Calling'i değiştirip tekrar deneyin",
     "PluginGatewayError": "Üzgünüz, eklenti ağ geçidinde bir hata oluştu, lütfen eklenti ağ geçidi yapılandırmasını kontrol edin",
     "PluginManifestInvalid": "Üzgünüm, eklentinin bildirim doğrulaması başarısız oldu. Lütfen bildirim formatının doğru olup olmadığını kontrol edin",
     "PluginManifestNotFound": "Üzgünüm, sunucu eklentinin bildirim dosyasını (manifest.json) bulamadı. Lütfen eklenti bildirim dosyası adresinin doğru olup olmadığını kontrol edin",
diff --git a/locales/vi-VN/error.json b/locales/vi-VN/error.json
index f266b2f95a9e..403d9439b867 100644
--- a/locales/vi-VN/error.json
+++ b/locales/vi-VN/error.json
@@ -67,6 +67,7 @@
     "OpenAIBizError": "Yêu cầu dịch vụ OpenAI gặp sự cố, vui lòng kiểm tra thông tin dưới đây hoặc thử lại",
     "PluginApiNotFound": "Xin lỗi, không có API nào trong tệp mô tả plugin, vui lòng kiểm tra phương thức yêu cầu của bạn có khớp với API mô tả plugin không",
     "PluginApiParamsError": "Xin lỗi, kiểm tra tham số đầu vào yêu cầu của plugin không thông qua, vui lòng kiểm tra tham số đầu vào có khớp với thông tin mô tả API không",
+    "PluginFailToTransformArguments": "Xin lỗi, không thể chuyển đổi đối số của plugin, vui lòng thử tạo lại tin nhắn trợ giúp hoặc thay đổi mô hình AI có khả năng gọi Tools mạnh hơn và thử lại",
     "PluginGatewayError": "Xin lỗi, cổng plugin gặp lỗi, vui lòng kiểm tra cấu hình cổng plugin có đúng không",
     "PluginManifestInvalid": "Xin lỗi, kiểm tra mô tả plugin không thông qua, vui lòng kiểm tra định dạng mô tả có đúng không",
     "PluginManifestNotFound": "Xin lỗi, máy chủ không tìm thấy tệp mô tả plugin (manifest.json), vui lòng kiểm tra địa chỉ tệp mô tả plugin có đúng không",
diff --git a/locales/zh-CN/error.json b/locales/zh-CN/error.json
index 1fd98428df00..fa1b6af45f4a 100644
--- a/locales/zh-CN/error.json
+++ b/locales/zh-CN/error.json
@@ -65,6 +65,7 @@
     "PluginServerError": "插件服务端请求返回出错，请检查根据下面的报错信息检查你的插件描述文件、插件配置或服务端实现",
     "PluginGatewayError": "很抱歉，插件网关出现错误，请检查插件网关配置是否正确",
     "PluginOpenApiInitError": "很抱歉，OpenAPI 客户端初始化失败，请检查 OpenAPI 的配置信息是否正确",
+    "PluginFailToTransformArguments": "很抱歉，插件调用参数解析失败，请尝试重新生成助手消息，或更换 Tools Calling 能力更强的 AI 模型后重试",
     "InvalidAccessCode": "密码不正确或为空，请输入正确的访问密码，或者添加自定义 API Key",
     "InvalidClerkUser": "很抱歉，你当前尚未登录，请先登录或注册账号后继续操作",
     "LocationNotSupportError": "很抱歉，你的所在地区不支持此模型服务，可能是由于区域限制或服务未开通。请确认当前地区是否支持使用此服务，或尝试使用切换到其他地区后重试。",
diff --git a/locales/zh-TW/error.json b/locales/zh-TW/error.json
index ffb9da29ec65..44ae9ebfbe2d 100644
--- a/locales/zh-TW/error.json
+++ b/locales/zh-TW/error.json
@@ -67,6 +67,7 @@
     "OpenAIBizError": "請求 OpenAI 服務出錯，請根據以下資訊排查或重試",
     "PluginApiNotFound": "抱歉，外掛描述檔案中不存在該 API。請檢查您的請求方法與外掛清單 API 是否相符",
     "PluginApiParamsError": "抱歉，該外掛請求的輸入參數驗證失敗。請檢查輸入參數與 API 描述資訊是否相符",
+    "PluginFailToTransformArguments": "很抱歉，插件無法轉換參數，請嘗試重新生成助手消息，或更換功能更強大的 AI 模型後重試",
     "PluginGatewayError": "很抱歉，插件網關出現錯誤，請檢查插件網關配置是否正確",
     "PluginManifestInvalid": "抱歉，外掛的描述檔案驗證失敗。請檢查描述檔案格式是否正確",
     "PluginManifestNotFound": "抱歉，伺服器找不到該外掛的描述檔案 (manifest.json)。請檢查外掛描述檔案地址是否正確",
diff --git a/package.json b/package.json
index eecfd1d475ac..a834a6ee0c8f 100644
--- a/package.json
+++ b/package.json
@@ -106,7 +106,7 @@
     "@azure/openai": "1.0.0-beta.12",
     "@cfworker/json-schema": "^1.12.8",
     "@clerk/localizations": "2.0.0",
-    "@clerk/nextjs": "5.1.6",
+    "@clerk/nextjs": "^5.2.2",
     "@clerk/themes": "^2.1.10",
     "@google/generative-ai": "^0.13.0",
     "@icons-pack/react-simple-icons": "^9.5.0",
diff --git a/src/features/Conversation/Messages/Tool/Inspector/style.ts b/src/features/Conversation/Messages/Tool/Inspector/style.ts
index 9fccf9c8dcb6..e6ea71da1da6 100644
--- a/src/features/Conversation/Messages/Tool/Inspector/style.ts
+++ b/src/features/Conversation/Messages/Tool/Inspector/style.ts
@@ -5,10 +5,11 @@ export const useStyles = createStyles(({ css, token }) => ({
     overflow: hidden;
     display: -webkit-box;
     -webkit-box-orient: vertical;
-    -webkit-line-clamp: 1;
 
     font-size: 12px;
     text-overflow: ellipsis;
+
+    -webkit-line-clamp: 1;
   `,
   container: css`
     cursor: pointer;
diff --git a/src/locales/default/error.ts b/src/locales/default/error.ts
index 2c83e0aae643..4d8d97361c90 100644
--- a/src/locales/default/error.ts
+++ b/src/locales/default/error.ts
@@ -71,6 +71,9 @@ export default {
     PluginGatewayError: '很抱歉，插件网关出现错误，请检查插件网关配置是否正确',
     PluginOpenApiInitError: '很抱歉，OpenAPI 客户端初始化失败，请检查 OpenAPI 的配置信息是否正确',
 
+    PluginFailToTransformArguments:
+      '很抱歉，插件调用参数解析失败，请尝试重新生成助手消息，或更换 Tools Calling 能力更强的 AI 模型后重试',
+
     InvalidAccessCode: '密码不正确或为空，请输入正确的访问密码，或者添加自定义 API Key',
     InvalidClerkUser: '很抱歉，你当前尚未登录，请先登录或注册账号后继续操作',
     LocationNotSupportError:
diff --git a/src/store/chat/slices/plugin/action.test.ts b/src/store/chat/slices/plugin/action.test.ts
index e30132f0a429..6fdb676cc70d 100644
--- a/src/store/chat/slices/plugin/action.test.ts
+++ b/src/store/chat/slices/plugin/action.test.ts
@@ -10,6 +10,7 @@ import { chatSelectors } from '@/store/chat/selectors';
 import { messageMapKey } from '@/store/chat/slices/message/utils';
 import { useChatStore } from '@/store/chat/store';
 import { useToolStore } from '@/store/tool';
+import { ChatErrorType } from '@/types/fetch';
 import { ChatMessage, ChatToolPayload, MessageToolCall } from '@/types/message';
 
 const invokeStandaloneTypePlugin = useChatStore.getState().invokeStandaloneTypePlugin;
@@ -491,12 +492,20 @@ describe('ChatPluginAction', () => {
       );
 
       // Verify that loading was toggled correctly
-      expect(result.current.internal_togglePluginApiCalling).toHaveBeenCalledWith(
+      expect(result.current.internal_togglePluginApiCalling).toHaveBeenCalledTimes(2);
+
+      expect(result.current.internal_togglePluginApiCalling).toHaveBeenNthCalledWith(
+        1,
         true,
         messageId,
         expect.any(String),
       );
-      expect(result.current.internal_togglePluginApiCalling).toHaveBeenCalledWith(false);
+      expect(result.current.internal_togglePluginApiCalling).toHaveBeenNthCalledWith(
+        2,
+        false,
+        messageId,
+        expect.any(String),
+      );
       expect(useChatStore.getState().text2image).toHaveBeenCalled();
     });
 
@@ -534,37 +543,47 @@ describe('ChatPluginAction', () => {
       );
 
       // Verify that the message content was updated with the tool response
+      expect(result.current.internal_togglePluginApiCalling).toHaveBeenCalledTimes(2);
       expect(result.current.internal_updateMessageContent).toHaveBeenCalledWith(
         messageId,
         toolResponse,
       );
 
       // Verify that loading was toggled correctly
-      expect(result.current.internal_togglePluginApiCalling).toHaveBeenCalledWith(
+      expect(result.current.internal_togglePluginApiCalling).toHaveBeenNthCalledWith(
+        1,
         true,
         messageId,
         expect.any(String),
       );
-      expect(result.current.internal_togglePluginApiCalling).toHaveBeenCalledWith(false);
+      expect(result.current.internal_togglePluginApiCalling).toHaveBeenNthCalledWith(
+        2,
+        false,
+        messageId,
+        expect.any(String),
+      );
       expect(useChatStore.getState().text2image).not.toHaveBeenCalled();
     });
 
-    it('should handle errors when invoking a builtin tool fails', async () => {
+    it('should handle errors when transformApiArgumentsToAiState throw error', async () => {
+      const args = { key: 'value' };
       const payload = {
         apiName: 'builtinApi',
-        arguments: JSON.stringify({ key: 'value' }),
+        arguments: JSON.stringify(args),
       } as ChatToolPayload;
 
       const messageId = 'message-id';
-      const error = new Error('Builtin tool failed');
 
       useToolStore.setState({
-        transformApiArgumentsToAiState: vi.fn().mockRejectedValue(error),
+        transformApiArgumentsToAiState: vi
+          .fn()
+          .mockRejectedValue({ error: 'transformApiArgumentsToAiState throw error' }),
       });
 
       useChatStore.setState({
         internal_togglePluginApiCalling: vi.fn(),
         internal_updateMessageContent: vi.fn(),
+        internal_updatePluginError: vi.fn(),
         text2image: vi.fn(),
         refreshMessages: vi.fn(),
       });
@@ -575,19 +594,34 @@ describe('ChatPluginAction', () => {
         await result.current.invokeBuiltinTool(messageId, payload);
       });
 
+      expect(result.current.internal_updatePluginError).toHaveBeenCalledWith('message-id', {
+        type: 'PluginFailToTransformArguments',
+        body: {
+          message: expect.any(String),
+          stack: undefined,
+          arguments: args,
+          schema: undefined,
+        },
+        message: expect.any(String),
+      });
       // Verify that loading was toggled correctly
-      expect(result.current.internal_togglePluginApiCalling).toHaveBeenCalledWith(
+      expect(result.current.internal_togglePluginApiCalling).toHaveBeenNthCalledWith(
+        1,
         true,
         messageId,
         expect.any(String),
       );
-      expect(result.current.internal_togglePluginApiCalling).toHaveBeenCalledWith(false);
+      expect(result.current.internal_togglePluginApiCalling).toHaveBeenNthCalledWith(
+        2,
+        false,
+        messageId,
+        expect.any(String),
+      );
 
       // Verify that the message content was not updated
       expect(result.current.internal_updateMessageContent).not.toHaveBeenCalled();
 
       // Verify that messages were not refreshed
-      expect(result.current.refreshMessages).not.toHaveBeenCalled();
       expect(useChatStore.getState().text2image).not.toHaveBeenCalled();
     });
   });
@@ -946,7 +980,7 @@ describe('ChatPluginAction', () => {
   describe('internal_updatePluginError', () => {
     it('should update plugin error and refresh messages', async () => {
       const messageId = 'message-id';
-      const error = { message: 'Plugin error' };
+      const error = { message: 'Plugin error' } as any;
 
       act(() => {
         useChatStore.setState({
@@ -960,7 +994,7 @@ describe('ChatPluginAction', () => {
         await result.current.internal_updatePluginError(messageId, error);
       });
 
-      expect(messageService.updateMessage).toHaveBeenCalledWith(messageId, { pluginError: error });
+      expect(messageService.updateMessage).toHaveBeenCalledWith(messageId, { error });
       expect(result.current.refreshMessages).toHaveBeenCalled();
     });
   });
diff --git a/src/store/chat/slices/plugin/action.ts b/src/store/chat/slices/plugin/action.ts
index abc48162e788..f3e43cd9d543 100644
--- a/src/store/chat/slices/plugin/action.ts
+++ b/src/store/chat/slices/plugin/action.ts
@@ -12,7 +12,9 @@ import { CreateMessageParams, messageService } from '@/services/message';
 import { ChatStore } from '@/store/chat/store';
 import { useToolStore } from '@/store/tool';
 import { pluginSelectors } from '@/store/tool/selectors';
-import { ChatMessage, ChatToolPayload, MessageToolCall } from '@/types/message';
+import { builtinTools } from '@/tools';
+import { ChatErrorType } from '@/types/fetch';
+import { ChatMessage, ChatMessageError, ChatToolPayload, MessageToolCall } from '@/types/message';
 import { merge } from '@/utils/merge';
 import { safeParseJSON } from '@/utils/safeParseJSON';
 import { setNamespace } from '@/utils/storeDebug';
@@ -58,7 +60,7 @@ export interface ChatPluginAction {
     action?: string,
   ) => AbortController | undefined;
   internal_transformToolCalls: (toolCalls: MessageToolCall[]) => ChatToolPayload[];
-  internal_updatePluginError: (id: string, error: any) => Promise<void>;
+  internal_updatePluginError: (id: string, error: ChatMessageError) => Promise<void>;
 }
 
 export const chatPlugin: StateCreator<
@@ -88,16 +90,36 @@ export const chatPlugin: StateCreator<
     if (triggerAiMessage) await triggerAIMessage({ parentId: id });
   },
   invokeBuiltinTool: async (id, payload) => {
-    const { internal_togglePluginApiCalling, internal_updateMessageContent } = get();
+    const {
+      internal_togglePluginApiCalling,
+      internal_updateMessageContent,
+      internal_updatePluginError,
+    } = get();
     const params = JSON.parse(payload.arguments);
-    internal_togglePluginApiCalling(true, id, n('invokeBuiltinTool') as string);
+    internal_togglePluginApiCalling(true, id, n('invokeBuiltinTool/start') as string);
     let data;
     try {
       data = await useToolStore.getState().transformApiArgumentsToAiState(payload.apiName, params);
     } catch (error) {
-      console.log(error);
+      const err = error as Error;
+      console.error(err);
+
+      const tool = builtinTools.find((tool) => tool.identifier === payload.identifier);
+      const schema = tool?.manifest?.api.find((api) => api.name === payload.apiName)?.parameters;
+
+      await internal_updatePluginError(id, {
+        type: ChatErrorType.PluginFailToTransformArguments,
+        body: {
+          message:
+            "[plugin] fail to transform plugin arguments to ai state, it may due to model's limited tools calling capacity. You can refer to https://lobehub.com/docs/usage/tools-calling for more detail.",
+          stack: err.stack,
+          arguments: params,
+          schema,
+        },
+        message: '',
+      });
     }
-    internal_togglePluginApiCalling(false);
+    internal_togglePluginApiCalling(false, id, n('invokeBuiltinTool/end') as string);
 
     if (!data) return;
 
@@ -435,7 +457,7 @@ export const chatPlugin: StateCreator<
     const { refreshMessages } = get();
 
     get().internal_dispatchMessage({ id, type: 'updateMessage', value: { error } });
-    await messageService.updateMessage(id, { pluginError: error });
+    await messageService.updateMessage(id, { error });
     await refreshMessages();
   },
 });
diff --git a/src/store/tool/slices/builtin/action.ts b/src/store/tool/slices/builtin/action.ts
index c812ec1bc315..4af802ae20ef 100644
--- a/src/store/tool/slices/builtin/action.ts
+++ b/src/store/tool/slices/builtin/action.ts
@@ -35,7 +35,6 @@ export const createBuiltinToolSlice: StateCreator<
 
   transformApiArgumentsToAiState: async (key, params) => {
     const { builtinToolLoading, toggleBuiltinToolLoading } = get();
-
     if (builtinToolLoading[key]) return;
 
     const { [key as keyof BuiltinToolAction]: action } = get();
@@ -44,11 +43,16 @@ export const createBuiltinToolSlice: StateCreator<
 
     toggleBuiltinToolLoading(key, true);
 
-    // @ts-ignore
-    const result = await action(params);
+    try {
+      // @ts-ignore
+      const result = await action(params);
 
-    toggleBuiltinToolLoading(key, false);
+      toggleBuiltinToolLoading(key, false);
 
-    return JSON.stringify(result);
+      return JSON.stringify(result);
+    } catch (e) {
+      toggleBuiltinToolLoading(key, false);
+      throw e;
+    }
   },
 });
diff --git a/src/types/fetch.ts b/src/types/fetch.ts
index 5b10edc97a16..a0495365043f 100644
--- a/src/types/fetch.ts
+++ b/src/types/fetch.ts
@@ -4,13 +4,14 @@ import { ILobeAgentRuntimeErrorType } from '@/libs/agent-runtime';
 export const ChatErrorType = {
   // ******* 业务错误语义 ******* //
 
-  InvalidAccessCode: 'InvalidAccessCode', // 密码无效
+  InvalidAccessCode: 'InvalidAccessCode', // is in valid password
   InvalidClerkUser: 'InvalidClerkUser', // is not Clerk User
   /**
    * @deprecated
    */
   NoOpenAIAPIKey: 'NoOpenAIAPIKey',
   OllamaServiceUnavailable: 'OllamaServiceUnavailable', // 未启动/检测到 Ollama 服务
+  PluginFailToTransformArguments: 'PluginFailToTransformArguments',
 
   // ******* 客户端错误 ******* //
   BadRequest: 400,
@@ -20,7 +21,7 @@ export const ChatErrorType = {
   MethodNotAllowed: 405, // 不支持
   TooManyRequests: 429,
 
-  // ******* 服务端错误 ******* //
+  // ******* 服务端错误 ******* //InvalidPluginArgumentsTransform
   InternalServerError: 500,
   BadGateway: 502,
   ServiceUnavailable: 503,