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finish task loop

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锦恢 2025-04-10 15:11:57 +08:00
parent 39232cd748
commit e7b9e88c8f
5 changed files with 405 additions and 145 deletions
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README.md
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@ -47,14 +47,14 @@ source configure.sh
### 启动前端 ### 启动前端
```bash ```bash
cd app cd renderer
npm run serve npm run serve
``` ```
### 启动后端 (Test) ### 启动后端 (Test)
```bash ```bash
cd test cd service
npm run serve npm run serve
``` ```

294
renderer/package-lock.json generated
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@ -13,6 +13,7 @@
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"resolved": "https://registry.npmjs.org/humanize-ms/-/humanize-ms-1.2.1.tgz",
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"license": "MIT",
"dependencies": {
"ms": "^2.0.0"
}
},
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"version": "0.4.24", "version": "0.4.24",
"resolved": "https://registry.npmmirror.com/iconv-lite/-/iconv-lite-0.4.24.tgz", "resolved": "https://registry.npmmirror.com/iconv-lite/-/iconv-lite-0.4.24.tgz",
@ -8892,7 +9024,6 @@
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"license": "MIT", "license": "MIT",
"engines": { "engines": {
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@ -9018,7 +9149,6 @@
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"license": "MIT", "license": "MIT",
"engines": { "engines": {
"node": ">= 0.6" "node": ">= 0.6"
@ -9028,7 +9158,6 @@
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"resolved": "https://registry.npmmirror.com/mime-types/-/mime-types-2.1.35.tgz", "resolved": "https://registry.npmmirror.com/mime-types/-/mime-types-2.1.35.tgz",
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"dev": true,
"license": "MIT", "license": "MIT",
"dependencies": { "dependencies": {
"mime-db": "1.52.0" "mime-db": "1.52.0"
@ -9219,7 +9348,6 @@
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"resolved": "https://registry.npmmirror.com/ms/-/ms-2.1.3.tgz", "resolved": "https://registry.npmmirror.com/ms/-/ms-2.1.3.tgz",
"integrity": "sha512-6FlzubTLZG3J2a/NVCAleEhjzq5oxgHyaCU9yYXvcLsvoVaHJq/s5xXI6/XXP6tz7R9xAOtHnSO/tXtF3WRTlA==", "integrity": "sha512-6FlzubTLZG3J2a/NVCAleEhjzq5oxgHyaCU9yYXvcLsvoVaHJq/s5xXI6/XXP6tz7R9xAOtHnSO/tXtF3WRTlA==",
"dev": true,
"license": "MIT" "license": "MIT"
}, },
"node_modules/multicast-dns": { "node_modules/multicast-dns": {
@ -9315,11 +9443,29 @@
"tslib": "^2.0.3" "tslib": "^2.0.3"
} }
}, },
"node_modules/node-domexception": {
"version": "1.0.0",
"resolved": "https://registry.npmjs.org/node-domexception/-/node-domexception-1.0.0.tgz",
"integrity": "sha512-/jKZoMpw0F8GRwl4/eLROPA3cfcXtLApP0QzLmUT/HuPCZWyB7IY9ZrMeKw2O/nFIqPQB3PVM9aYm0F312AXDQ==",
"funding": [
{
"type": "github",
"url": "https://github.com/sponsors/jimmywarting"
},
{
"type": "github",
"url": "https://paypal.me/jimmywarting"
}
],
"license": "MIT",
"engines": {
"node": ">=10.5.0"
}
},
"node_modules/node-fetch": { "node_modules/node-fetch": {
"version": "2.7.0", "version": "2.7.0",
"resolved": "https://registry.npmmirror.com/node-fetch/-/node-fetch-2.7.0.tgz", "resolved": "https://registry.npmmirror.com/node-fetch/-/node-fetch-2.7.0.tgz",
"integrity": "sha512-c4FRfUm/dbcWZ7U+1Wq0AwCyFL+3nt2bEw05wfxSz+DWpWsitgmSgYmy2dQdWyKC1694ELPqMs/YzUSNozLt8A==", "integrity": "sha512-c4FRfUm/dbcWZ7U+1Wq0AwCyFL+3nt2bEw05wfxSz+DWpWsitgmSgYmy2dQdWyKC1694ELPqMs/YzUSNozLt8A==",
"dev": true,
"license": "MIT", "license": "MIT",
"dependencies": { "dependencies": {
"whatwg-url": "^5.0.0" "whatwg-url": "^5.0.0"
@ -9569,6 +9715,51 @@
"url": "https://github.com/sponsors/sindresorhus" "url": "https://github.com/sponsors/sindresorhus"
} }
}, },
"node_modules/openai": {
"version": "4.93.0",
"resolved": "https://registry.npmjs.org/openai/-/openai-4.93.0.tgz",
"integrity": "sha512-2kONcISbThKLfm7T9paVzg+QCE1FOZtNMMUfXyXckUAoXRRS/mTP89JSDHPMp8uM5s0bz28RISbvQjArD6mgUQ==",
"license": "Apache-2.0",
"dependencies": {
"@types/node": "^18.11.18",
"@types/node-fetch": "^2.6.4",
"abort-controller": "^3.0.0",
"agentkeepalive": "^4.2.1",
"form-data-encoder": "1.7.2",
"formdata-node": "^4.3.2",
"node-fetch": "^2.6.7"
},
"bin": {
"openai": "bin/cli"
},
"peerDependencies": {
"ws": "^8.18.0",
"zod": "^3.23.8"
},
"peerDependenciesMeta": {
"ws": {
"optional": true
},
"zod": {
"optional": true
}
}
},
"node_modules/openai/node_modules/@types/node": {
"version": "18.19.86",
"resolved": "https://registry.npmjs.org/@types/node/-/node-18.19.86.tgz",
"integrity": "sha512-fifKayi175wLyKyc5qUfyENhQ1dCNI1UNjp653d8kuYcPQN5JhX3dGuP/XmvPTg/xRBn1VTLpbmi+H/Mr7tLfQ==",
"license": "MIT",
"dependencies": {
"undici-types": "~5.26.4"
}
},
"node_modules/openai/node_modules/undici-types": {
"version": "5.26.5",
"resolved": "https://registry.npmjs.org/undici-types/-/undici-types-5.26.5.tgz",
"integrity": "sha512-JlCMO+ehdEIKqlFxk6IfVoAUVmgz7cU7zD/h9XZ0qzeosSHmUJVOzSQvvYSYWXkFXC+IfLKSIffhv0sVZup6pA==",
"license": "MIT"
},
"node_modules/opener": { "node_modules/opener": {
"version": "1.5.2", "version": "1.5.2",
"resolved": "https://registry.npmmirror.com/opener/-/opener-1.5.2.tgz", "resolved": "https://registry.npmmirror.com/opener/-/opener-1.5.2.tgz",
@ -12255,7 +12446,6 @@
"version": "0.0.3", "version": "0.0.3",
"resolved": "https://registry.npmmirror.com/tr46/-/tr46-0.0.3.tgz", "resolved": "https://registry.npmmirror.com/tr46/-/tr46-0.0.3.tgz",
"integrity": "sha512-N3WMsuqV66lT30CrXNbEjx4GEwlow3v6rr4mCcv6prnfwhS01rkgyFdjPNBYd9br7LpXV1+Emh01fHnq2Gdgrw==", "integrity": "sha512-N3WMsuqV66lT30CrXNbEjx4GEwlow3v6rr4mCcv6prnfwhS01rkgyFdjPNBYd9br7LpXV1+Emh01fHnq2Gdgrw==",
"dev": true,
"license": "MIT" "license": "MIT"
}, },
"node_modules/ts-loader": { "node_modules/ts-loader": {
@ -12393,7 +12583,6 @@
"version": "6.20.0", "version": "6.20.0",
"resolved": "https://registry.npmmirror.com/undici-types/-/undici-types-6.20.0.tgz", "resolved": "https://registry.npmmirror.com/undici-types/-/undici-types-6.20.0.tgz",
"integrity": "sha512-Ny6QZ2Nju20vw1SRHe3d9jVu6gJ+4e3+MMpqu7pqE5HT6WsTSlce++GQmK5UXS8mzV8DSYHrQH+Xrf2jVcuKNg==", "integrity": "sha512-Ny6QZ2Nju20vw1SRHe3d9jVu6gJ+4e3+MMpqu7pqE5HT6WsTSlce++GQmK5UXS8mzV8DSYHrQH+Xrf2jVcuKNg==",
"dev": true,
"license": "MIT" "license": "MIT"
}, },
"node_modules/unicode-canonical-property-names-ecmascript": { "node_modules/unicode-canonical-property-names-ecmascript": {
@ -13063,11 +13252,19 @@
"defaults": "^1.0.3" "defaults": "^1.0.3"
} }
}, },
"node_modules/web-streams-polyfill": {
"version": "4.0.0-beta.3",
"resolved": "https://registry.npmjs.org/web-streams-polyfill/-/web-streams-polyfill-4.0.0-beta.3.tgz",
"integrity": "sha512-QW95TCTaHmsYfHDybGMwO5IJIM93I/6vTRk+daHTWFPhwh+C8Cg7j7XyKrwrj8Ib6vYXe0ocYNrmzY4xAAN6ug==",
"license": "MIT",
"engines": {
"node": ">= 14"
}
},
"node_modules/webidl-conversions": { "node_modules/webidl-conversions": {
"version": "3.0.1", "version": "3.0.1",
"resolved": "https://registry.npmmirror.com/webidl-conversions/-/webidl-conversions-3.0.1.tgz", "resolved": "https://registry.npmmirror.com/webidl-conversions/-/webidl-conversions-3.0.1.tgz",
"integrity": "sha512-2JAn3z8AR6rjK8Sm8orRC0h/bcl/DqL7tRPdGZ4I1CjdF+EaMLmYxBHyXuKL849eucPFhvBoxMsflfOb8kxaeQ==", "integrity": "sha512-2JAn3z8AR6rjK8Sm8orRC0h/bcl/DqL7tRPdGZ4I1CjdF+EaMLmYxBHyXuKL849eucPFhvBoxMsflfOb8kxaeQ==",
"dev": true,
"license": "BSD-2-Clause" "license": "BSD-2-Clause"
}, },
"node_modules/webpack": { "node_modules/webpack": {
@ -13167,6 +13364,28 @@
"url": "https://github.com/sponsors/sindresorhus" "url": "https://github.com/sponsors/sindresorhus"
} }
}, },
"node_modules/webpack-bundle-analyzer/node_modules/ws": {
"version": "7.5.10",
"resolved": "https://registry.npmjs.org/ws/-/ws-7.5.10.tgz",
"integrity": "sha512-+dbF1tHwZpXcbOJdVOkzLDxZP1ailvSxM6ZweXTegylPny803bFhA+vqBYw4s31NSAk4S2Qz+AKXK9a4wkdjcQ==",
"dev": true,
"license": "MIT",
"engines": {
"node": ">=8.3.0"
},
"peerDependencies": {
"bufferutil": "^4.0.1",
"utf-8-validate": "^5.0.2"
},
"peerDependenciesMeta": {
"bufferutil": {
"optional": true
},
"utf-8-validate": {
"optional": true
}
}
},
"node_modules/webpack-chain": { "node_modules/webpack-chain": {
"version": "6.5.1", "version": "6.5.1",
"resolved": "https://registry.npmmirror.com/webpack-chain/-/webpack-chain-6.5.1.tgz", "resolved": "https://registry.npmmirror.com/webpack-chain/-/webpack-chain-6.5.1.tgz",
@ -13390,28 +13609,6 @@
"url": "https://opencollective.com/webpack" "url": "https://opencollective.com/webpack"
} }
}, },
"node_modules/webpack-dev-server/node_modules/ws": {
"version": "8.18.1",
"resolved": "https://registry.npmmirror.com/ws/-/ws-8.18.1.tgz",
"integrity": "sha512-RKW2aJZMXeMxVpnZ6bck+RswznaxmzdULiBr6KY7XkTnW8uvt0iT9H5DkHUChXrc+uurzwa0rVI16n/Xzjdz1w==",
"dev": true,
"license": "MIT",
"engines": {
"node": ">=10.0.0"
},
"peerDependencies": {
"bufferutil": "^4.0.1",
"utf-8-validate": ">=5.0.2"
},
"peerDependenciesMeta": {
"bufferutil": {
"optional": true
},
"utf-8-validate": {
"optional": true
}
}
},
"node_modules/webpack-merge": { "node_modules/webpack-merge": {
"version": "5.10.0", "version": "5.10.0",
"resolved": "https://registry.npmmirror.com/webpack-merge/-/webpack-merge-5.10.0.tgz", "resolved": "https://registry.npmmirror.com/webpack-merge/-/webpack-merge-5.10.0.tgz",
@ -13547,7 +13744,6 @@
"version": "5.0.0", "version": "5.0.0",
"resolved": "https://registry.npmmirror.com/whatwg-url/-/whatwg-url-5.0.0.tgz", "resolved": "https://registry.npmmirror.com/whatwg-url/-/whatwg-url-5.0.0.tgz",
"integrity": "sha512-saE57nupxk6v3HY35+jzBwYa0rKSy0XR8JSxZPwgLr7ys0IBzhGviA1/TUGJLmSVqs8pb9AnvICXEuOHLprYTw==", "integrity": "sha512-saE57nupxk6v3HY35+jzBwYa0rKSy0XR8JSxZPwgLr7ys0IBzhGviA1/TUGJLmSVqs8pb9AnvICXEuOHLprYTw==",
"dev": true,
"license": "MIT", "license": "MIT",
"dependencies": { "dependencies": {
"tr46": "~0.0.3", "tr46": "~0.0.3",
@ -13610,17 +13806,17 @@
"license": "ISC" "license": "ISC"
}, },
"node_modules/ws": { "node_modules/ws": {
"version": "7.5.10", "version": "8.18.1",
"resolved": "https://registry.npmmirror.com/ws/-/ws-7.5.10.tgz", "resolved": "https://registry.npmjs.org/ws/-/ws-8.18.1.tgz",
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"dev": true, "devOptional": true,
"license": "MIT", "license": "MIT",
"engines": { "engines": {
"node": ">=8.3.0" "node": ">=10.0.0"
}, },
"peerDependencies": { "peerDependencies": {
"bufferutil": "^4.0.1", "bufferutil": "^4.0.1",
"utf-8-validate": "^5.0.2" "utf-8-validate": ">=5.0.2"
}, },
"peerDependenciesMeta": { "peerDependenciesMeta": {
"bufferutil": { "bufferutil": {

1
renderer/package.json
View File

@ -13,6 +13,7 @@
"katex": "^0.16.21", "katex": "^0.16.21",
"markdown-it": "^14.1.0", "markdown-it": "^14.1.0",
"markdown-it-katex": "^2.0.3", "markdown-it-katex": "^2.0.3",
"openai": "^4.93.0",
"vue": "^3.2.13", "vue": "^3.2.13",
"vue-i18n": "^11.1.0", "vue-i18n": "^11.1.0",
"vue-router": "^4.0.3" "vue-router": "^4.0.3"

6
renderer/src/components/main-panel/chat/index.vue
View File

@ -324,11 +324,11 @@ const handleAbort = () => {
ElMessage.info('请求已中止'); ElMessage.info('请求已中止');
}; };
const handleError = (errorMsg: string) => { const handleError = (msg: string) => {
ElMessage.error(errorMsg); ElMessage.error(msg);
tabStorage.messages.push({ tabStorage.messages.push({
role: 'assistant', role: 'assistant',
content: `错误: ${errorMsg}` content: `错误: ${msg}`
}); });
streamingContent.value = ''; streamingContent.value = '';
isLoading.value = false; isLoading.value = false;

243
renderer/src/components/main-panel/chat/task-loop.ts
View File

@ -1,7 +1,19 @@
import { Ref } from "vue"; import { Ref } from "vue";
import { ToolCall, ChatMessage } from "./chat"; import { ToolCall, ChatMessage, ChatStorage, getToolSchema } from "./chat";
import { useMessageBridge } from "@/api/message-bridge"; import { useMessageBridge } from "@/api/message-bridge";
import type { OpenAI } from 'openai';
import { callTool } from "../tool/tools";
import { llmManager, llms } from "@/views/setting/llm";
type ChatCompletionChunk = OpenAI.Chat.Completions.ChatCompletionChunk;
type ChatCompletionCreateParamsBase = OpenAI.Chat.Completions.ChatCompletionCreateParams & { id?: string };
interface TaskLoopOptions {
maxEpochs: number;
}
/**
* @description 对任务循环进行的抽象封装
*/
export class TaskLoop { export class TaskLoop {
private bridge = useMessageBridge(); private bridge = useMessageBridge();
@ -9,120 +21,171 @@ export class TaskLoop {
private readonly streamingContent: Ref<string>, private readonly streamingContent: Ref<string>,
private readonly streamingToolCalls: Ref<ToolCall[]>, private readonly streamingToolCalls: Ref<ToolCall[]>,
private readonly messages: ChatMessage[], private readonly messages: ChatMessage[],
private readonly onError: (msg: string) => void private readonly taskOptions: TaskLoopOptions = { maxEpochs: 20 },
) { private readonly onError: (msg: string) => void = (msg) => {},
if (!onError) { private readonly onChunk: (chunk: ChatCompletionChunk) => void = (chunk) => {},
this.onError = (msg) => { private readonly onDone: () => void = () => {},
) {}
private async handleToolCalls(toolCalls: ToolCall[]) {
// TODO: 调用多个工具并返回调用结果？
const toolCall = toolCalls[0];
try {
const toolName = toolCall.name;
const toolArgs = JSON.parse(toolCall.arguments);
const toolResponse = await callTool(toolName, toolArgs);
if (!toolResponse.isError) {
const content = JSON.stringify(toolResponse.content);
return content;
} else {
this.onError(`工具调用失败: ${toolResponse.content}`);
}
} catch (error) {
this.onError(`工具调用失败: ${(error as Error).message}`);
}
}
private handleChunkDeltaContent(chunk: ChatCompletionChunk) {
const content = chunk.choices[0]?.delta?.content || '';
if (content) {
this.streamingContent.value += content;
}
}
private handleChunkDeltaToolCalls(chunk: ChatCompletionChunk) {
const toolCall = chunk.choices[0]?.delta?.tool_calls?.[0];
if (toolCall) {
if (toolCall.index === 0) {
// 新的工具调用开始
this.streamingToolCalls.value = [{
id: toolCall.id,
name: toolCall.function?.name || '',
arguments: toolCall.function?.arguments || ''
}];
} else {
// 累积现有工具调用的信息
const currentCall = this.streamingToolCalls.value[toolCall.index];
if (currentCall) {
if (toolCall.id) {
currentCall.id = toolCall.id;
}
if (toolCall.function?.name) {
currentCall.name = toolCall.function.name;
}
if (toolCall.function?.arguments) {
currentCall.arguments += toolCall.function.arguments;
}
}
} }
} }
} }
private handleToolCalls(toolCalls: ToolCall[]) { private doConversation(chatData: ChatCompletionCreateParamsBase) {
// 这里预留给调用方实现工具执行逻辑
return Promise.resolve("工具执行结果");
}
private continueConversation(chatData: any) { const bridge = useMessageBridge();
return new Promise<void>((resolve, reject) => { return new Promise<void>((resolve, reject) => {
const chunkHandler = this.bridge.addCommandListener('llm/chat/completions/chunk', data => { const chunkHandler = bridge.addCommandListener('llm/chat/completions/chunk', data => {
if (data.code !== 200) { if (data.code !== 200) {
this.onError(data.msg || '请求模型服务时发生错误'); this.onError(data.msg || '请求模型服务时发生错误');
reject(new Error(data.msg || '请求模型服务时发生错误'));
reject(new Error(data.msg));
return; return;
} }
const { chunk } = data.msg; const { chunk } = data.msg as { chunk: ChatCompletionChunk };
const content = chunk.choices[0]?.delta?.content || ''; // 处理增量的 content 和 tool_calls
const toolCall = chunk.choices[0]?.delta?.tool_calls?.[0]; this.handleChunkDeltaContent(chunk);
this.handleChunkDeltaToolCalls(chunk);
if (content) { this.onChunk(chunk);
this.streamingContent.value += content;
}
if (toolCall) {
if (toolCall.index === 0) {
this.streamingToolCalls.value = [{
id: toolCall.id,
name: toolCall.function?.name || '',
arguments: toolCall.function?.arguments || ''
}];
} else {
const currentCall = this.streamingToolCalls.value[toolCall.index];
if (currentCall) {
if (toolCall.id) currentCall.id = toolCall.id;
if (toolCall.function?.name) currentCall.name = toolCall.function.name;
if (toolCall.function?.arguments) currentCall.arguments += toolCall.function.arguments;
}
}
}
}, { once: false }); }, { once: false });
this.bridge.addCommandListener('llm/chat/completions/done', async data => { bridge.addCommandListener('llm/chat/completions/done', data => {
if (data.code !== 200) { this.onDone();
this.onError(data.msg || '模型服务处理完成但返回错误');
reject(new Error(data.msg));
return;
}
if (this.streamingContent.value) {
this.messages.push({
role: 'assistant',
content: this.streamingContent.value
});
this.streamingContent.value = '';
}
if (this.streamingToolCalls.value.length > 0) {
try {
const toolResult = await this.handleToolCalls(this.streamingToolCalls.value);
// 将工具执行结果添加到消息列表
this.streamingToolCalls.value.forEach(tool => {
if (tool.id) {
this.messages.push({
role: 'tool',
tool_call_id: tool.id,
content: toolResult
});
}
});
// 继续与模型对话
await this.continueConversation(chatData);
} catch (error) {
reject(error);
return;
} finally {
this.streamingToolCalls.value = [];
}
}
chunkHandler(); chunkHandler();
resolve(); resolve();
}, { once: true }); }, { once: true });
this.bridge.postMessage({ bridge.postMessage({
command: 'llm/chat/completions', command: 'llm/chat/completions',
data: chatData data: chatData
}); });
}); });
} }
public async start(chatData: any) {
this.streamingContent.value = '';
this.streamingToolCalls.value = [];
try { public makeChatData(tabStorage: ChatStorage): ChatCompletionCreateParamsBase {
await this.continueConversation(chatData); const baseURL = llms[llmManager.currentModelIndex].baseUrl;
} catch (error) { const apiKey = llms[llmManager.currentModelIndex].userToken;
this.onError(error instanceof Error ? error.message : '未知错误'); const model = llms[llmManager.currentModelIndex].userModel;
const temperature = tabStorage.settings.temperature;
const tools = getToolSchema(tabStorage.settings.enableTools);
const userMessages = [];
if (tabStorage.settings.systemPrompt) {
userMessages.push({
role: 'system',
content: tabStorage.settings.systemPrompt
});
}
// 如果超出了 tabStorage.settings.contextLength, 则删除最早的消息
const loadMessages = tabStorage.messages.slice(- tabStorage.settings.contextLength);
userMessages.push(...loadMessages);
// 增加一个id用于锁定状态
const id = crypto.randomUUID();
const chatData = {
id,
baseURL,
apiKey,
model,
temperature,
tools,
messages: userMessages,
} as ChatCompletionCreateParamsBase;
return chatData;
}
/**
* @description 开启循环，异步更新 DOM
*/
public async start(tabStorage: ChatStorage) {
// 后端接受属性 baseURL, apiKey, model, messages, temperature
while (true) {
// 初始累计清空
this.streamingContent.value = '';
this.streamingToolCalls.value = [];
// 构造 chatData
const chatData = this.makeChatData(tabStorage);
// 发送请求
await this.doConversation(chatData);
// 如果存在需要调度的工具
if (this.streamingToolCalls.value.length > 0) {
const toolCallResult = await this.handleToolCalls(this.streamingToolCalls.value);
if (toolCallResult) {
const toolCall = this.streamingToolCalls.value[0];
tabStorage.messages.push({
role: 'tool',
tool_call_id: toolCall.id || toolCall.name,
content: toolCallResult
});
}
} else if (this.streamingContent.value) {
tabStorage.messages.push({
role: 'assistant',
content: this.streamingContent.value
});
}
} }
} }
// bridge api
public async name() {
}
} }