给 tool use 设计负反馈机制

renderer/src/components/main-panel/chat/index.vue

@@ -3,8 +3,9 @@
         <el-scrollbar ref="scrollbarRef" :height="'90%'" @scroll="handleScroll" v-if="renderMessages.length > 0 || isLoading">
             <div class="message-list" :ref="el => messageListRef = el">
                 <div v-for="(message, index) in renderMessages" :key="index"
-                    :class="['message-item', message.role.split('/')[0]]">
+                    :class="['message-item', message.role.split('/')[0]]"
-                    <div class="message-avatar" v-if="message.role.split('/')[0] === 'assistant'">
+                >
+                    <div class="message-avatar" v-if="message.role.startsWith('assistant')">
                         <span class="iconfont icon-robot"></span>
                     </div>
 
@@ -131,6 +132,7 @@ interface IRenderMessage {
     tool_calls?: ToolCall[];
     showJson?: Ref<boolean>;
     extraInfo: IExtraInfo;
+    isLast: boolean;
 }
 
 const renderMessages = computed(() => {
@@ -140,7 +142,8 @@ const renderMessages = computed(() => {
             messages.push({
                 role: 'user',
                 content: message.content,
-                extraInfo: message.extraInfo
+                extraInfo: message.extraInfo,
+                isLast: false
             });
         } else if (message.role === 'assistant') {
             if (message.tool_calls) {
@@ -149,13 +152,15 @@ const renderMessages = computed(() => {
                     content: message.content,
                     tool_calls: message.tool_calls,
                     showJson: ref(false),
-                    extraInfo: message.extraInfo
+                    extraInfo: message.extraInfo,
+                    isLast: false
                 });
             } else {
                 messages.push({
                     role: 'assistant/content',
                     content: message.content,
-                    extraInfo: message.extraInfo
+                    extraInfo: message.extraInfo,
+                    isLast: false
                 });
             }
 
@@ -169,6 +174,11 @@ const renderMessages = computed(() => {
         }
     }
 
+    if (messages.length > 0) {
+        const lastMessage = messages[messages.length - 1];
+        lastMessage.isLast = true;
+    }
+
     return messages;
 });
 
@@ -375,11 +385,6 @@ onUnmounted(() => {
     line-height: 1.6;
 }
 
-.message-text.tool_calls {
-    border-left: 3px solid var(--main-color);
-    padding-left: 10px;
-}
-
 .user .message-text {
     margin-top: 10px;
     margin-bottom: 10px;

renderer/src/components/main-panel/chat/message/toolcall.vue

@@ -1,29 +1,34 @@
 <template>
     <div class="message-role">
         Agent
-        <span class="message-reminder" v-if="!props.message.toolResult">
+        <span class="message-reminder" v-if="props.message.isLast && !props.message.toolResult">
             正在使用工具
             <span class="tool-loading iconfont icon-double-loading">
             </span>
         </span>
     </div>
-    <div class="message-text tool_calls">
+    <div class="message-text tool_calls" :class="{ 'fail': !props.message.isLast && !props.message.toolResult }">
         <div v-if="props.message.content" v-html="markdownToHtml(props.message.content)"></div>
 
+        <el-collapse v-model="activeNames">
+            <el-collapse-item name="tool">
+
+                <template #title>
                     <div class="tool-calls">
-            <div v-for="(call, index) in props.message.tool_calls" :key="index" class="tool-call-item">
                         <div class="tool-call-header">
-                    <span class="tool-type">{{ 'tool' }}</span>
+                            <span class="tool-type">{{ 'tool use' }}</span>
-                    <span class="tool-name">{{ call.function.name }}</span>
+                            <span class="tool-name">{{ props.message.tool_calls[0].function.name }}</span>
-                    <el-button size="small" @click="createTest(call)">
+                            <el-button size="small" @click="createTest(props.message.tool_calls[0])">
                                 <span class="iconfont icon-send"></span>
                             </el-button>
                         </div>
+                    </div>
+                </template>
+
+                <div>
                     <div class="tool-arguments">
                         <div class="inner">
-                        <div v-html="jsonResultToHtml(call.function.arguments)"></div>
+                            <div v-html="jsonResultToHtml(props.message.tool_calls[0].function.arguments)"></div>
-                    </div>
-                </div>
                         </div>
                     </div>
 
@@ -32,8 +37,8 @@
                         <div class="tool-call-header">
                             <span class="tool-name">{{ "响应" }}</span>
                             <span style="width: 200px;" class="tools-dialog-container">
-                    <el-switch v-model="props.message.showJson!.value" inline-prompt active-text="JSON" inactive-text="Text"
+                                <el-switch v-model="props.message.showJson!.value" inline-prompt active-text="JSON"
-                        style="margin-left: 10px; width: 200px;"
+                                    inactive-text="Text" style="margin-left: 10px; width: 200px;"
                                     :inactive-action-style="'backgroundColor: var(--sidebar)'" />
                             </span>
                         </div>
@@ -54,11 +59,14 @@
                         </div>
                     </div>
                 </div>
+            </el-collapse-item>
+        </el-collapse>
+    </div>
     <MessageMeta :message="message" />
 </template>
 
 <script setup lang="ts">
-import { defineProps } from 'vue';
+import { defineProps, ref, watch } from 'vue';
 
 import MessageMeta from './message-meta.vue';
 import { markdownToHtml } from '../markdown';
@@ -71,6 +79,19 @@ const props = defineProps({
     }
 });
 
+const activeNames = ref<string[]>(props.message.toolResult ? [''] : ['tool']);
+
+watch(
+    () => props.message.toolResult,
+    (value, oldValue) => {
+        if (value) {
+            setTimeout(() => {
+                activeNames.value = [''];
+            }, 1000);
+        }
+    }
+);
+
 const jsonResultToHtml = (jsonString: string) => {
     const formattedJson = JSON.stringify(JSON.parse(jsonString), null, 2);
     const html = markdownToHtml('```json\n' + formattedJson + '\n```');
@@ -89,6 +110,14 @@ const isValidJSON = (str: string) => {
 </script>
 
 <style>
+.message-text.tool_calls {
+    border-left: 3px solid var(--main-color);
+    padding-left: 10px;
+}
+
+.message-text.tool_calls.fail {
+    border-left: 3px solid var(--el-color-error);
+}
 
 .tool-calls {
     margin-top: 10px;
@@ -123,6 +152,7 @@ const isValidJSON = (str: string) => {
     align-items: center;
     border-radius: 4px;
     margin-right: 10px;
+    height: 22px;
 }
 
 .tool-arguments {
@@ -151,6 +181,4 @@ const isValidJSON = (str: string) => {
     color: var(--el-text-color-secondary);
     margin-top: 4px;
 }
-
-
 </style>

renderer/src/views/setting/llm.ts

@@ -18,7 +18,7 @@ export function createTest(call: ToolCall) {
 	tab.component = markRaw(debugModes[2]);
 	tab.icon = 'icon-tool';
 	tab.name = t("tools");
-	1
+	
 	const storage: ToolStorage = {
 		currentToolName: call.function.name,
 		formData: JSON.parse(call.function.arguments)

service/tabs.example-servers/puppeteer.json

@@ -0,0 +1,129 @@
+{
+  "currentIndex": 1,
+  "tabs": [
+    {
+      "name": "空白测试 2",
+      "icon": "icon-blank",
+      "type": "blank",
+      "componentIndex": -1,
+      "storage": {}
+    },
+    {
+      "name": "交互测试",
+      "icon": "icon-robot",
+      "type": "blank",
+      "componentIndex": 3,
+      "storage": {
+        "messages": [
+          {
+            "role": "user",
+            "content": "今天天气",
+            "extraInfo": {
+              "created": 1745498953049,
+              "serverName": "Huoshan DeepSeek"
+            }
+          },
+          {
+            "role": "assistant",
+            "content": "",
+            "tool_calls": [
+              {
+                "id": "call_zw5axi9gftk294vifdlfv83y",
+                "index": 0,
+                "type": "function",
+                "function": {
+                  "name": "puppeteer_navigate",
+                  "arguments": "{\"url\":\"https://www.weather.com\"}"
+                }
+              }
+            ],
+            "extraInfo": {
+              "created": 1745498953891,
+              "serverName": "Huoshan DeepSeek"
+            }
+          },
+          {
+            "role": "tool",
+            "tool_call_id": "call_zw5axi9gftk294vifdlfv83y",
+            "content": "[{\"type\":\"text\",\"text\":\"Navigated to https://www.weather.com\"}]",
+            "extraInfo": {
+              "created": 1745498965901,
+              "serverName": "Huoshan DeepSeek"
+            }
+          },
+          {
+            "role": "assistant",
+            "content": "",
+            "tool_calls": [
+              {
+                "id": "call_enwp8eh9q0rklmz1cr0lfinx",
+                "index": 0,
+                "type": "function",
+                "function": {
+                  "name": "puppeteer_evaluate",
+                  "arguments": "{\"script\":\"document.querySelector('.CurrentConditions--tempValue--3KcTQ').innerText\"}"
+                }
+              }
+            ],
+            "extraInfo": {
+              "created": 1745498967051,
+              "serverName": "Huoshan DeepSeek"
+            }
+          },
+          {
+            "role": "assistant",
+            "content": "错误: 工具调用失败: [object Object]",
+            "extraInfo": {
+              "created": 1745498967057,
+              "serverName": "Huoshan DeepSeek"
+            }
+          }
+        ],
+        "settings": {
+          "modelIndex": 8,
+          "enableTools": [
+            {
+              "name": "puppeteer_navigate",
+              "description": "Navigate to a URL",
+              "enabled": true
+            },
+            {
+              "name": "puppeteer_screenshot",
+              "description": "Take a screenshot of the current page or a specific element",
+              "enabled": true
+            },
+            {
+              "name": "puppeteer_click",
+              "description": "Click an element on the page",
+              "enabled": true
+            },
+            {
+              "name": "puppeteer_fill",
+              "description": "Fill out an input field",
+              "enabled": true
+            },
+            {
+              "name": "puppeteer_select",
+              "description": "Select an element on the page with Select tag",
+              "enabled": true
+            },
+            {
+              "name": "puppeteer_hover",
+              "description": "Hover an element on the page",
+              "enabled": true
+            },
+            {
+              "name": "puppeteer_evaluate",
+              "description": "Execute JavaScript in the browser console",
+              "enabled": true
+            }
+          ],
+          "enableWebSearch": false,
+          "temperature": 0.7,
+          "contextLength": 10,
+          "systemPrompt": ""
+        }
+      }
+    }
+  ]
+}

service/tabs.锦恢的 MCP Server.json

@@ -81,6 +81,50 @@
                 "prompt_cache_miss_tokens": 84
               }
             }
+          },
+          {
+            "role": "user",
+            "content": "再试一次",
+            "extraInfo": {
+              "created": 1745495349299,
+              "serverName": "Huoshan DeepSeek"
+            }
+          },
+          {
+            "role": "assistant",
+            "content": "",
+            "tool_calls": [
+              {
+                "id": "call_jpm4v1e92v4nq650wlqkhm56",
+                "index": 0,
+                "type": "function",
+                "function": {
+                  "name": "get_weather_by_city_code",
+                  "arguments": "{\"city_code\":101210101}"
+                }
+              }
+            ],
+            "extraInfo": {
+              "created": 1745495350097,
+              "serverName": "Huoshan DeepSeek"
+            }
+          },
+          {
+            "role": "tool",
+            "tool_call_id": "call_jpm4v1e92v4nq650wlqkhm56",
+            "content": "[{\"type\":\"text\",\"text\":\"CityWeather(city_name_en='hangzhou', city_name_cn='杭州', city_code='101210101', temp='18.3', wd='', ws='', sd='89%', aqi='57', weather='阴')\"}]",
+            "extraInfo": {
+              "created": 1745495350319,
+              "serverName": "Huoshan DeepSeek"
+            }
+          },
+          {
+            "role": "assistant",
+            "content": "杭州的最新天气信息如下：\n\n- 城市：杭州\n- 温度：18.3°C\n- 天气状况：阴\n- 湿度：89%\n- 空气质量指数 (AQI)：57（良好）\n\n天气较为凉爽，适合外出活动！",
+            "extraInfo": {
+              "created": 1745495352693,
+              "serverName": "Huoshan DeepSeek"
+            }
           }
         ],
         "settings": {