From 67947c9757b430ef4c427f9e57245f19315807e5 Mon Sep 17 00:00:00 2001 From: "xinglong.wangwxl" Date: Mon, 3 Mar 2025 20:38:43 +0800 Subject: [PATCH 1/6] feat: support MCP Agent --- src/ai/browser/ai-model.contribution.ts | 105 +++---------- src/ai/browser/ai-native.contribution.ts | 140 ----------------- src/ai/common/types.ts | 7 - src/ai/node/ai-back.service.ts | 184 ++++------------------- src/bootstrap/browser/index.ts | 4 + src/i18n/en-US.ts | 2 +- src/i18n/zh-CN.ts | 2 +- 7 files changed, 54 insertions(+), 390 deletions(-) diff --git a/src/ai/browser/ai-model.contribution.ts b/src/ai/browser/ai-model.contribution.ts index 15c535c..2fe818c 100644 --- a/src/ai/browser/ai-model.contribution.ts +++ b/src/ai/browser/ai-model.contribution.ts @@ -1,5 +1,5 @@ import { Autowired } from '@opensumi/di' -import { AI_NATIVE_SETTING_GROUP_ID, localize, MaybePromise, Delayer, CommandService } from '@opensumi/ide-core-common'; +import { AI_NATIVE_SETTING_GROUP_ID, localize, MaybePromise, Delayer, CommandService, AINativeSettingSectionsId } from '@opensumi/ide-core-common'; import { Domain, PreferenceContribution, PreferenceSchema, ClientAppContribution, IClientApp, PreferenceService, COMMON_COMMANDS, IPreferenceSettingsService } from '@opensumi/ide-core-browser' import { ISettingRegistry, SettingContribution } from '@opensumi/ide-preferences'; import { AIModelServicePath, IAIModelServiceProxy, ModelSettingId } from '../common' @@ -18,46 +18,6 @@ const aiNativePreferenceSchema: PreferenceSchema = { [ModelSettingId.apiKey]: { type: 'string', }, - [ModelSettingId.chatModelName]: { - type: 'string', - }, - [ModelSettingId.chatSystemPrompt]: { - type: 'string', - }, - [ModelSettingId.chatMaxTokens]: { - type: 'number', - minimum: 0, - defaultValue: 1024, - description: localize('preference.ai.model.maxTokens.description'), - }, - [ModelSettingId.chatTemperature]: { - type: 'string', - // minimum: 0, - // maximum: 1, - defaultValue: '0.20', - description: localize('preference.ai.model.temperature.description'), - }, - [ModelSettingId.chatPresencePenalty]: { - type: 'string', - // minimum: -2.0, - // maximum: 2.0, - defaultValue: '1.0', - description: localize('preference.ai.model.presencePenalty.description'), - }, - [ModelSettingId.chatFrequencyPenalty]: { - type: 'string', - // minimum: -2.0, - // maximum: 2.0, - defaultValue: '1.0', - description: localize('preference.ai.model.frequencyPenalty.description'), - }, - [ModelSettingId.chatTopP]: { - type: 'string', - // minimum: 0, - // maximum: 1, - defaultValue: '1', - description: localize('preference.ai.model.topP.description'), - }, [ModelSettingId.codeModelName]: { type: 'string', description: localize('preference.ai.model.code.modelName.tooltip') @@ -145,11 +105,8 @@ export class AIModelContribution implements PreferenceContribution, SettingContr delayer.trigger(() => this.setModeConfig(values)) }) }) - this.checkModelConfig(values).then((valid) => { - if (valid) { - delayer.trigger(() => this.setModeConfig(values)) - } - }) + delayer.trigger(() => this.setModeConfig(values)); + this.checkModelConfig(); } registerSetting(registry: ISettingRegistry): void { @@ -164,34 +121,6 @@ export class AIModelContribution implements PreferenceContribution, SettingContr id: ModelSettingId.apiKey, localized: 'preference.ai.model.apiKey', }, - { - id: ModelSettingId.chatModelName, - localized: 'preference.ai.model.chat.modelName', - }, - { - id: ModelSettingId.chatSystemPrompt, - localized: 'preference.ai.model.chat.systemPrompt', - }, - { - id: ModelSettingId.chatMaxTokens, - localized: 'preference.ai.model.chat.maxTokens', - }, - { - id: ModelSettingId.chatTemperature, - localized: 'preference.ai.model.chat.temperature', - }, - { - id: ModelSettingId.chatPresencePenalty, - localized: 'preference.ai.model.chat.presencePenalty', - }, - { - id: ModelSettingId.chatFrequencyPenalty, - localized: 'preference.ai.model.chat.frequencyPenalty', - }, - { - id: ModelSettingId.chatTopP, - localized: 'preference.ai.model.chat.topP', - }, { id: ModelSettingId.codeModelName, localized: 'preference.ai.model.code.modelName', @@ -228,18 +157,24 @@ export class AIModelContribution implements PreferenceContribution, SettingContr }); } - private async checkModelConfig(values: Record) { - if (values.baseUrl && values.chatModelName) { - return true - } - const res = await this.messageService.info(localize('ai.model.noConfig'), [ - localize('ai.model.go') - ]) - if (res === localize('ai.model.go')) { - await this.commandService.executeCommand(COMMON_COMMANDS.OPEN_PREFERENCES.id) - this.preferenceSettingsService.scrollToPreference(ModelSettingId.baseUrl) + private async checkModelConfig() { + const requirePreference = [ + AINativeSettingSectionsId.DeepseekApiKey, + AINativeSettingSectionsId.OpenaiApiKey, + AINativeSettingSectionsId.AnthropicApiKey, + ]; + + const hasRequirePreference = requirePreference.some(preference => !!this.preferenceService.getValid(preference)); + if (!hasRequirePreference) { + this.preferenceService.has(AINativeSettingSectionsId.DeepseekApiKey); + const res = await this.messageService.info(localize('ai.model.noConfig'), [ + localize('ai.model.go') + ]); + if (res === localize('ai.model.go')) { + await this.commandService.executeCommand(COMMON_COMMANDS.OPEN_PREFERENCES.id) + this.preferenceSettingsService.scrollToPreference(AINativeSettingSectionsId.LLMModelSelection); + } } - return false } private setModeConfig(values: Record) { diff --git a/src/ai/browser/ai-native.contribution.ts b/src/ai/browser/ai-native.contribution.ts index 16306b3..3c6ddfb 100644 --- a/src/ai/browser/ai-native.contribution.ts +++ b/src/ai/browser/ai-native.contribution.ts @@ -72,146 +72,6 @@ export class AINativeContribution implements ComponentContribution, AINativeCore }, ], ); - - const interceptExecute = (value: string, slash: string, editor?: ICodeEditor): string => { - if (!editor) { - return ''; - } - const model = editor.getModel(); - - const selection = editor.getSelection(); - let selectCode: string | undefined; - if (selection) { - selectCode = model!.getValueInRange(selection); - } - - const parseValue = value.replace(slash, ''); - - if (!parseValue.trim()) { - if (!selectCode) { - this.messageService.info('很抱歉，您并未选中或输入任何代码，请先选中或输入代码'); - return ''; - } - - return value + `\n\`\`\`${model?.getLanguageId()}\n${selectCode}\n\`\`\``; - } - - return value; - }; - - registry.registerSlashCommand( - { - name: 'Explain', - description: '解释代码', - isShortcut: true, - tooltip: '解释代码', - }, - { - providerInputPlaceholder(_value, _editor) { - return '请输入或者粘贴代码'; - }, - providerPrompt(value: string, editor?: ICodeEditor) { - if (!editor) { - return value; - } - const parseValue = value.replace('/Explain', ''); - const model = editor.getModel(); - return explainPrompt(model?.getLanguageId() || '', parseValue); - }, - execute: (value: string, send: TChatSlashCommandSend, editor?: ICodeEditor) => { - const parseValue = interceptExecute(value, '/Explain', editor); - - if (!parseValue) { - return; - } - - send(parseValue); - }, - }, - ); - - registry.registerSlashCommand( - { - name: 'Test', - description: '生成单测', - isShortcut: true, - tooltip: '生成单测' - }, - { - providerInputPlaceholder(_value, _editor) { - return '请输入或者粘贴代码'; - }, - providerPrompt(value: string, editor?: ICodeEditor) { - if (!editor) { - return value; - } - const parseValue = value.replace('/Text', ''); - return testPrompt(parseValue); - }, - execute: (value: string, send: TChatSlashCommandSend, editor?: ICodeEditor) => { - const parseValue = interceptExecute(value, '/Text', editor); - - if (!parseValue) { - return; - } - - send(parseValue); - }, - }, - ); - - registry.registerSlashCommand( - { - name: 'Optimize', - description: '优化代码', - isShortcut: true, - tooltip: '优化代码' - }, - { - providerInputPlaceholder(_value, _editor) { - return '请输入或者粘贴代码'; - }, - providerPrompt(value: string, editor?: ICodeEditor) { - if (!editor) { - return value; - } - const parseValue = value.replace('/Optimize', ''); - return optimizePrompt(parseValue); - }, - execute: (value: string, send: TChatSlashCommandSend, editor?: ICodeEditor) => { - const parseValue = interceptExecute(value, '/Optimize', editor); - - if (!parseValue) { - return; - } - - send(parseValue); - }, - }, - ); - - registry.registerSlashCommand( - { - name: 'IDE', - description: '执行 IDE 相关命令', - }, - { - providerInputPlaceholder(_value, _editor) { - return '可以问我任何问题，或键入主题 \"/\"'; - }, - providerRender: CommandRender, - execute: (value: string, send: TChatSlashCommandSend) => { - const parseValue = value.replace('/IDE', ''); - - if (!parseValue) { - this.messageService.warning('请输入要执行的 IDE 命令'); - return; - } - - send(parseValue); - }, - }, - ); } registerInlineChatFeature(registry: IInlineChatFeatureRegistry) { diff --git a/src/ai/common/types.ts b/src/ai/common/types.ts index 971be7e..9cccfca 100644 --- a/src/ai/common/types.ts +++ b/src/ai/common/types.ts @@ -9,13 +9,6 @@ export interface IAIModelServiceProxy { export const ModelSettingId = { baseUrl: 'ai.model.baseUrl', apiKey: 'ai.model.apiKey', - chatModelName: 'ai.model.chat.modelName', - chatSystemPrompt: 'ai.model.chat.systemPrompt', - chatTemperature: 'ai.model.chat.temperature', - chatMaxTokens: 'ai.model.chat.maxTokens', - chatPresencePenalty: 'ai.model.chat.presencePenalty', - chatFrequencyPenalty: 'ai.model.chat.frequencyPenalty', - chatTopP: 'ai.model.chat.topP', codeModelName: 'ai.model.code.modelName', codeSystemPrompt: 'ai.model.code.systemPrompt', codeFimTemplate: 'ai.model.code.fimTemplate', diff --git a/src/ai/node/ai-back.service.ts b/src/ai/node/ai-back.service.ts index 242e3ea..a41defd 100644 --- a/src/ai/node/ai-back.service.ts +++ b/src/ai/node/ai-back.service.ts @@ -4,10 +4,12 @@ import { ChatCompletionRequestMessage, ChatCompletionRequestMessageRoleEnum } fr import { IAIBackService, IAICompletionOption, IAIReportCompletionOption, IAIBackServiceOption } from '@opensumi/ide-core-common'; import { IAIBackServiceResponse, IChatContent } from '@opensumi/ide-core-common/lib/types/ai-native'; import { CancellationToken, INodeLogger } from '@opensumi/ide-core-node'; -import { BaseAIBackService } from '@opensumi/ide-core-node/lib/ai-native/base-back.service'; -import { SumiReadableStream } from '@opensumi/ide-utils/lib/stream'; +import { BaseAIBackService, ChatReadableStream } from '@opensumi/ide-core-node/lib/ai-native/base-back.service'; import type { Response, fetch as FetchType } from 'undici-types'; import { ILogServiceManager } from '@opensumi/ide-logs'; +import { AnthropicModel } from '@opensumi/ide-ai-native/lib/node/anthropic/anthropic-language-model'; +import { DeepSeekModel } from '@opensumi/ide-ai-native/lib/node/deepseek/deepseek-language-model'; +import { OpenAIModel } from '@opensumi/ide-ai-native/lib/node/openai/openai-language-model'; import { ChatCompletionChunk, ChatCompletion, Completion } from './types'; import { AIModelService } from './model.service' @@ -22,171 +24,41 @@ export class AIBackService extends BaseAIBackService implements IAIBackService { @Autowired(AIModelService) modelService: AIModelService - private historyMessages: { - role: ChatCompletionRequestMessageRoleEnum; - content: string; - }[] = []; + @Autowired(AnthropicModel) + protected readonly anthropicModel: AnthropicModel; + + @Autowired(OpenAIModel) + protected readonly openaiModel: OpenAIModel; + + @Autowired(DeepSeekModel) + protected readonly deepseekModel: DeepSeekModel; constructor() { super(); this.logger = this.loggerManager.getLogger('ai' as any); } - override async request(input: string, options: IAIBackServiceOption, cancelToken?: CancellationToken): Promise { - const config = this.checkConfig() - if (!config) { - return { - errorCode: 1, - errorMsg: 'miss config', - data: '' - } - } - - const messages = [ - ...(config.chatSystemPrompt ? [ - { - role: ChatCompletionRequestMessageRoleEnum.System, - content: config.chatSystemPrompt, - }, - ] : []), - { role: ChatCompletionRequestMessageRoleEnum.User, content: input } - ] - - const response = await this.fetchModel( - this.getCompletionUrl(config.baseUrl), - { - model: config.chatModelName, - messages, - stream: false, - max_tokens: config.chatMaxTokens, - temperature: config.chatTemperature, - presence_penalty: config.chatPresencePenalty, - frequency_penalty: config.codeFrequencyPenalty, - top_p: config.chatTopP, - }, - cancelToken - ); - - if (!response.ok) { - this.logger.error(`ai request failed: status: ${response.status}, body: ${await response.text()}`); - return { - errorCode: 1, - errorMsg: `request failed: ${response.status}`, - } - } - - try { - const data = await response.json() as ChatCompletion - const content = data?.choices?.[0]?.message?.content; - - return { - errorCode: 0, - data: content, - } - } catch (err: any) { - this.logger.error(`ai request body parse error: ${err?.message}`); - throw err - } - } - override async requestStream(input: string, options: IAIBackServiceOption, cancelToken?: CancellationToken) { - const readableSteam = new SumiReadableStream() - - const config = this.checkConfig() - if (!config) { - readableSteam.emitError(new Error('miss config')); - readableSteam.end(); - return readableSteam - } - const messages = [ - ...(config.chatSystemPrompt ? [ - { - role: ChatCompletionRequestMessageRoleEnum.System, - content: config.chatSystemPrompt, - }, - ] : []), - { role: ChatCompletionRequestMessageRoleEnum.User, content: input } - ] - - const response = await this.fetchModel( - this.getCompletionUrl(config.baseUrl), - { - model: config.chatModelName, - messages, - stream: true, - max_tokens: config.chatMaxTokens, - temperature: config.chatTemperature, - presence_penalty: config.chatPresencePenalty, - frequency_penalty: config.codeFrequencyPenalty, - top_p: config.chatTopP, - }, - cancelToken, - ) + const chatReadableStream = new ChatReadableStream(); + cancelToken?.onCancellationRequested(() => { + chatReadableStream.abort(); + }); - if (!response.ok) { - this.logger.error(`ai request stream failed: status: ${response.status}, body: ${await response.text()}`); - readableSteam.emitError(new Error('Readable Stream Abort')); - readableSteam.end(); - return readableSteam - } + const model = options.model; - if (!response.body) { - this.logger.log('ai request stream failed: no body'); - readableSteam.emitError(new Error('Readable Stream Abort')); - readableSteam.end(); - return readableSteam + if (model === 'openai') { + this.openaiModel.request(input, chatReadableStream, options, cancelToken); + } else if (model === 'deepseek') { + this.deepseekModel.request(input, chatReadableStream, options, cancelToken); + } else { + this.anthropicModel.request(input, chatReadableStream, options, cancelToken); } - - const { logger } = this; - - pipeline(response.body, async function* (readable) { - const decoder = new TextDecoder(); - let remain = '' - for await (const chunk of readable) { - const line = remain + decoder.decode(chunk, { stream: true }); - const lines: string[] = line.split('\n'); - remain = lines.pop()!; - for (const line of lines) { - if (!line) continue; - const data = line.slice(5).trim(); // data: - if (data === '[DONE]') { - return - } - let obj: ChatCompletionChunk | undefined; - try { - obj = JSON.parse(data); - } catch (error) { - logger.log('parse data failed', error); - } - if (!obj) continue; - const choices = obj.choices || []; - for (const choice of choices) { - const content = choice?.delta?.content - if (content) { - readableSteam.emitData({ - kind: 'content', - content, - }); - } - } - } - } - }, (error: any) => { - this.logger.error('ai request stream failed', error); - if (error?.name === 'AbortError') { - readableSteam.emitError(new Error('Readable Stream Abort')); - } else { - readableSteam.emitError(error); - } - readableSteam.end(); - }) - - return readableSteam; + return chatReadableStream; } async requestCompletion(input: IAICompletionOption, cancelToken?: CancellationToken) { - const config = this.checkConfig(true) + const config = this.getCompletionConfig() if (!config) { return { sessionId: input.sessionId, @@ -252,7 +124,7 @@ export class AIBackService extends BaseAIBackService implements IAIBackService { } } - private checkConfig(isCodeCompletion = false) { + private getCompletionConfig() { const { config } = this.modelService if (!config) { this.logger.warn('miss config') @@ -262,12 +134,12 @@ export class AIBackService extends BaseAIBackService implements IAIBackService { this.logger.warn('miss config baseUrl') return null } - const modelName = isCodeCompletion ? (config.codeModelName || config.chatModelName) : config.chatModelName + const modelName = config.codeModelName if (!modelName) { this.logger.warn('miss config modelName') return null } - return config + return config; } private async fetchModel(url: string | URL, body: Record, cancelToken?: CancellationToken): Promise { diff --git a/src/bootstrap/browser/index.ts b/src/bootstrap/browser/index.ts index 9d7979f..cf8a720 100644 --- a/src/bootstrap/browser/index.ts +++ b/src/bootstrap/browser/index.ts @@ -184,6 +184,10 @@ async function renderApp() { AINativeConfig: { layout: { menubarLogo: logo, + }, + capabilities: { + supportsMCP: true, + supportsCustomLLMSettings: true, } }, } diff --git a/src/i18n/en-US.ts b/src/i18n/en-US.ts index 6d2eb25..19570bf 100644 --- a/src/i18n/en-US.ts +++ b/src/i18n/en-US.ts @@ -13,7 +13,7 @@ export const localizationBundle = { 'custom.terminal_panel': 'Switch to Terminal Panel', 'custom.search_panel': 'Switch to Search Panel', - 'preference.ai.model.title': 'Model', + 'preference.ai.model.title': 'Completion Model', 'preference.ai.model.baseUrl': 'Base URL', 'preference.ai.model.api_key': 'API Key', 'preference.ai.model.chat': 'Chat Completions', diff --git a/src/i18n/zh-CN.ts b/src/i18n/zh-CN.ts index 140d94e..43a159b 100644 --- a/src/i18n/zh-CN.ts +++ b/src/i18n/zh-CN.ts @@ -13,7 +13,7 @@ export const localizationBundle = { 'custom.terminal_panel': '切换终端', 'custom.search_panel': '切换搜索面板', - 'preference.ai.model.title': '模型配置', + 'preference.ai.model.title': '补全模型配置', 'preference.ai.model.baseUrl': 'API URL 前缀', 'preference.ai.model.apiKey': 'API Key', 'preference.ai.model.chat': '对话补全', From fd8ed072ed3bff6f4794940a450ac7d618131afa Mon Sep 17 00:00:00 2001 From: "xinglong.wangwxl" Date: Tue, 4 Mar 2025 16:07:13 +0800 Subject: [PATCH 2/6] chore: change chat tip --- src/ai/browser/ai-native.contribution.ts | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/ai/browser/ai-native.contribution.ts b/src/ai/browser/ai-native.contribution.ts index 3c6ddfb..0f21099 100644 --- a/src/ai/browser/ai-native.contribution.ts +++ b/src/ai/browser/ai-native.contribution.ts @@ -67,8 +67,8 @@ export class AINativeContribution implements ComponentContribution, AINativeCore [ { icon: getIcon('send-hollow'), - title: '生成 Java 快速排序算法', - message: '生成 Java 快速排序算法', + title: '介绍一下当前仓库', + message: '介绍一下当前仓库', }, ], ); From e435ba558beabb4ada3d25adfa057e0274db01ba Mon Sep 17 00:00:00 2001 From: "xinglong.wangwxl" Date: Tue, 4 Mar 2025 16:07:37 +0800 Subject: [PATCH 3/6] chore: remote chat model preference --- src/ai/node/ai-back.service.ts | 2 +- src/ai/node/model.service.ts | 4 ---- src/i18n/en-US.ts | 8 -------- src/i18n/zh-CN.ts | 8 -------- 4 files changed, 1 insertion(+), 21 deletions(-) diff --git a/src/ai/node/ai-back.service.ts b/src/ai/node/ai-back.service.ts index a41defd..6b7dfda 100644 --- a/src/ai/node/ai-back.service.ts +++ b/src/ai/node/ai-back.service.ts @@ -70,7 +70,7 @@ export class AIBackService extends BaseAIBackService implements IAIBackService { this.getCompletionUrl(config.baseUrl, !config.codeFimTemplate), { stream: false, - model: config.codeModelName || config.chatModelName, + model: config.codeModelName, max_tokens: config.codeMaxTokens, temperature: config.codeTemperature, presence_penalty: config.codePresencePenalty, diff --git a/src/ai/node/model.service.ts b/src/ai/node/model.service.ts index e63b732..2b3e862 100644 --- a/src/ai/node/model.service.ts +++ b/src/ai/node/model.service.ts @@ -21,10 +21,6 @@ export class AIModelService { if (!config) return return { ...config, - chatTemperature: this.coerceNumber(config.chatTemperature, 0, 1, 0.2), - chatPresencePenalty: this.coerceNumber(config.chatPresencePenalty, -2, 2, 1), - chatFrequencyPenalty: this.coerceNumber(config.chatFrequencyPenalty, -2, 2, 1), - chatTopP: this.coerceNumber(config.chatTopP, 0, 1, 0.95), codeTemperature: this.coerceNumber(config.codeTemperature, 0, 1, 0.2), codePresencePenalty: this.coerceNumber(config.codePresencePenalty, -2, 2, 1), codeFrequencyPenalty: this.coerceNumber(config.codeFrequencyPenalty, -2, 2, 1), diff --git a/src/i18n/en-US.ts b/src/i18n/en-US.ts index 19570bf..7db67d8 100644 --- a/src/i18n/en-US.ts +++ b/src/i18n/en-US.ts @@ -16,14 +16,6 @@ export const localizationBundle = { 'preference.ai.model.title': 'Completion Model', 'preference.ai.model.baseUrl': 'Base URL', 'preference.ai.model.api_key': 'API Key', - 'preference.ai.model.chat': 'Chat Completions', - 'preference.ai.model.chat.modelName': 'Chat > Model Name', - 'preference.ai.model.chat.systemPrompt': 'Chat > System Prompt', - 'preference.ai.model.chat.temperature': 'Chat > temperature', - 'preference.ai.model.chat.maxTokens': 'Chat > max_tokens', - 'preference.ai.model.chat.presencePenalty': 'Chat > presence_penalty', - 'preference.ai.model.chat.frequencyPenalty': 'Chat > frequency_penalty', - 'preference.ai.model.chat.topP': 'Chat > top_p', 'preference.ai.model.code': 'Code > Completion', 'preference.ai.model.code.modelName': 'Code > Model Name', 'preference.ai.model.code.systemPrompt': 'Code > System Prompt', diff --git a/src/i18n/zh-CN.ts b/src/i18n/zh-CN.ts index 43a159b..b684eb1 100644 --- a/src/i18n/zh-CN.ts +++ b/src/i18n/zh-CN.ts @@ -16,14 +16,6 @@ export const localizationBundle = { 'preference.ai.model.title': '补全模型配置', 'preference.ai.model.baseUrl': 'API URL 前缀', 'preference.ai.model.apiKey': 'API Key', - 'preference.ai.model.chat': '对话补全', - 'preference.ai.model.chat.modelName': '对话 > 模型名称', - 'preference.ai.model.chat.systemPrompt': '对话 > 系统提示词', - 'preference.ai.model.chat.temperature': '对话 > temperature', - 'preference.ai.model.chat.maxTokens': '对话 > max_tokens', - 'preference.ai.model.chat.presencePenalty': '对话 > presence_penalty', - 'preference.ai.model.chat.frequencyPenalty': '对话 > frequency_penalty', - 'preference.ai.model.chat.topP': '对话 > top_p', 'preference.ai.model.code': '代码 > 补全', 'preference.ai.model.code.modelName': '代码 > 模型名称', 'preference.ai.model.code.systemPrompt': '代码 > 系统提示词', From adf252100da76c478d4b669555126a8fb06e4681 Mon Sep 17 00:00:00 2001 From: "xinglong.wangwxl" Date: Wed, 5 Mar 2025 17:53:43 +0800 Subject: [PATCH 4/6] feat: add OpenAI Compatible Model --- package.json | 102 +-- src/ai/browser/ai-native.contribution.ts | 6 +- src/ai/browser/inline-chat-operation.ts | 4 +- src/ai/node/ai-back.service.ts | 10 +- yarn.lock | 961 ++++++++++++----------- 5 files changed, 558 insertions(+), 525 deletions(-) diff --git a/package.json b/package.json index e634a3a..46579c1 100644 --- a/package.json +++ b/package.json @@ -81,57 +81,57 @@ "yauzl": "^3.1.3" }, "dependencies": { - "@opensumi/ide-addons": "3.8.0", - "@opensumi/ide-ai-native": "3.8.0", - "@opensumi/ide-comments": "3.8.0", - "@opensumi/ide-core-browser": "3.8.0", - "@opensumi/ide-core-common": "3.8.0", - "@opensumi/ide-core-electron-main": "3.8.0", - "@opensumi/ide-core-node": "3.8.0", - "@opensumi/ide-debug": "3.8.0", - "@opensumi/ide-decoration": "3.8.0", - "@opensumi/ide-design": "3.8.0", - "@opensumi/ide-editor": "3.8.0", - "@opensumi/ide-electron-basic": "3.8.0", - "@opensumi/ide-explorer": "3.8.0", - "@opensumi/ide-express-file-server": "3.8.0", - "@opensumi/ide-extension": "3.8.0", - "@opensumi/ide-extension-manager": "3.8.0", - "@opensumi/ide-extension-storage": "3.8.0", - "@opensumi/ide-file-scheme": "3.8.0", - "@opensumi/ide-file-search": "3.8.0", - "@opensumi/ide-file-service": "3.8.0", - "@opensumi/ide-file-tree-next": "3.8.0", - "@opensumi/ide-i18n": "3.8.0", - "@opensumi/ide-keymaps": "3.8.0", - "@opensumi/ide-logs": "3.8.0", - "@opensumi/ide-main-layout": "3.8.0", - "@opensumi/ide-markdown": "3.8.0", - "@opensumi/ide-markers": "3.8.0", - "@opensumi/ide-menu-bar": "3.8.0", - "@opensumi/ide-monaco": "3.8.0", - "@opensumi/ide-monaco-enhance": "3.8.0", - "@opensumi/ide-opened-editor": "3.8.0", - "@opensumi/ide-outline": "3.8.0", - "@opensumi/ide-output": "3.8.0", - "@opensumi/ide-overlay": "3.8.0", - "@opensumi/ide-preferences": "3.8.0", - "@opensumi/ide-process": "3.8.0", - "@opensumi/ide-quick-open": "3.8.0", - "@opensumi/ide-remote-opener": "3.8.0", - "@opensumi/ide-scm": "3.8.0", - "@opensumi/ide-search": "3.8.0", - "@opensumi/ide-status-bar": "3.8.0", - "@opensumi/ide-storage": "3.8.0", - "@opensumi/ide-task": "3.8.0", - "@opensumi/ide-terminal-next": "3.8.0", - "@opensumi/ide-testing": "3.8.0", - "@opensumi/ide-theme": "3.8.0", - "@opensumi/ide-toolbar": "3.8.0", - "@opensumi/ide-variable": "3.8.0", - "@opensumi/ide-webview": "3.8.0", - "@opensumi/ide-workspace": "3.8.0", - "@opensumi/ide-workspace-edit": "3.8.0", + "@opensumi/ide-addons": "3.8.1-next-1741160259.0", + "@opensumi/ide-ai-native": "3.8.1-next-1741160259.0", + "@opensumi/ide-comments": "3.8.1-next-1741160259.0", + "@opensumi/ide-core-browser": "3.8.1-next-1741160259.0", + "@opensumi/ide-core-common": "3.8.1-next-1741160259.0", + "@opensumi/ide-core-electron-main": "3.8.1-next-1741160259.0", + "@opensumi/ide-core-node": "3.8.1-next-1741160259.0", + "@opensumi/ide-debug": "3.8.1-next-1741160259.0", + "@opensumi/ide-decoration": "3.8.1-next-1741160259.0", + "@opensumi/ide-design": "3.8.1-next-1741160259.0", + "@opensumi/ide-editor": "3.8.1-next-1741160259.0", + "@opensumi/ide-electron-basic": "3.8.1-next-1741160259.0", + "@opensumi/ide-explorer": "3.8.1-next-1741160259.0", + "@opensumi/ide-express-file-server": "3.8.1-next-1741160259.0", + "@opensumi/ide-extension": "3.8.1-next-1741160259.0", + "@opensumi/ide-extension-manager": "3.8.1-next-1741160259.0", + "@opensumi/ide-extension-storage": "3.8.1-next-1741160259.0", + "@opensumi/ide-file-scheme": "3.8.1-next-1741160259.0", + "@opensumi/ide-file-search": "3.8.1-next-1741160259.0", + "@opensumi/ide-file-service": "3.8.1-next-1741160259.0", + "@opensumi/ide-file-tree-next": "3.8.1-next-1741160259.0", + "@opensumi/ide-i18n": "3.8.1-next-1741160259.0", + "@opensumi/ide-keymaps": "3.8.1-next-1741160259.0", + "@opensumi/ide-logs": "3.8.1-next-1741160259.0", + "@opensumi/ide-main-layout": "3.8.1-next-1741160259.0", + "@opensumi/ide-markdown": "3.8.1-next-1741160259.0", + "@opensumi/ide-markers": "3.8.1-next-1741160259.0", + "@opensumi/ide-menu-bar": "3.8.1-next-1741160259.0", + "@opensumi/ide-monaco": "3.8.1-next-1741160259.0", + "@opensumi/ide-monaco-enhance": "3.8.1-next-1741160259.0", + "@opensumi/ide-opened-editor": "3.8.1-next-1741160259.0", + "@opensumi/ide-outline": "3.8.1-next-1741160259.0", + "@opensumi/ide-output": "3.8.1-next-1741160259.0", + "@opensumi/ide-overlay": "3.8.1-next-1741160259.0", + "@opensumi/ide-preferences": "3.8.1-next-1741160259.0", + "@opensumi/ide-process": "3.8.1-next-1741160259.0", + "@opensumi/ide-quick-open": "3.8.1-next-1741160259.0", + "@opensumi/ide-remote-opener": "3.8.1-next-1741160259.0", + "@opensumi/ide-scm": "3.8.1-next-1741160259.0", + "@opensumi/ide-search": "3.8.1-next-1741160259.0", + "@opensumi/ide-status-bar": "3.8.1-next-1741160259.0", + "@opensumi/ide-storage": "3.8.1-next-1741160259.0", + "@opensumi/ide-task": "3.8.1-next-1741160259.0", + "@opensumi/ide-terminal-next": "3.8.1-next-1741160259.0", + "@opensumi/ide-testing": "3.8.1-next-1741160259.0", + "@opensumi/ide-theme": "3.8.1-next-1741160259.0", + "@opensumi/ide-toolbar": "3.8.1-next-1741160259.0", + "@opensumi/ide-variable": "3.8.1-next-1741160259.0", + "@opensumi/ide-webview": "3.8.1-next-1741160259.0", + "@opensumi/ide-workspace": "3.8.1-next-1741160259.0", + "@opensumi/ide-workspace-edit": "3.8.1-next-1741160259.0", "@opensumi/tree-sitter-wasm": "1.1.2", "@vscode/spdlog": "^0.15.0", "buffer": "^6.0.3", diff --git a/src/ai/browser/ai-native.contribution.ts b/src/ai/browser/ai-native.contribution.ts index 0f21099..80ef593 100644 --- a/src/ai/browser/ai-native.contribution.ts +++ b/src/ai/browser/ai-native.contribution.ts @@ -244,7 +244,7 @@ export class AINativeContribution implements ComponentContribution, AINativeCore } const controller = new InlineChatController({ enableCodeblockRender: true }); - const stream = await this.aiBackService.requestStream(prompt, {}, token); + const stream = await this.aiBackService.requestStream(prompt, { noTool: true }, token); controller.mountReadable(stream); return controller; @@ -348,7 +348,7 @@ export class AINativeContribution implements ComponentContribution, AINativeCore const prompt = terminalCommandSuggestionPrompt(message); aiCommandSuggestions = []; - const backStream = await this.aiBackService.requestStream(prompt, {}, token); + const backStream = await this.aiBackService.requestStream(prompt, { noTool: true }, token); const stream = TerminalSuggestionReadableStream.create(); let buffer = ''; @@ -406,7 +406,7 @@ ${editor.getModel()!.getValueInRange(editRange)} 不需要任何解释，只要返回修复后的代码块内容`; const controller = new InlineChatController({ enableCodeblockRender: true }); - const stream = await this.aiBackService.requestStream(prompt, {}, token); + const stream = await this.aiBackService.requestStream(prompt, { noTool: true }, token); controller.mountReadable(stream); return controller; diff --git a/src/ai/browser/inline-chat-operation.ts b/src/ai/browser/inline-chat-operation.ts index 385f0ed..7c2590b 100644 --- a/src/ai/browser/inline-chat-operation.ts +++ b/src/ai/browser/inline-chat-operation.ts @@ -52,7 +52,7 @@ export class InlineChatOperationModel { const prompt = commentsPrompt(crossCode); const controller = new InlineChatController({ enableCodeblockRender: true }); - const stream = await this.aiBackService.requestStream(prompt, {}, token); + const stream = await this.aiBackService.requestStream(prompt, { noTool: true }, token); controller.mountReadable(stream); return controller; @@ -78,7 +78,7 @@ export class InlineChatOperationModel { const prompt = optimizePrompt(crossCode); const controller = new InlineChatController({ enableCodeblockRender: true }); - const stream = await this.aiBackService.requestStream(prompt, {}, token); + const stream = await this.aiBackService.requestStream(prompt, { noTool: true }, token); controller.mountReadable(stream); return controller; diff --git a/src/ai/node/ai-back.service.ts b/src/ai/node/ai-back.service.ts index 6b7dfda..62a56ca 100644 --- a/src/ai/node/ai-back.service.ts +++ b/src/ai/node/ai-back.service.ts @@ -10,8 +10,9 @@ import { ILogServiceManager } from '@opensumi/ide-logs'; import { AnthropicModel } from '@opensumi/ide-ai-native/lib/node/anthropic/anthropic-language-model'; import { DeepSeekModel } from '@opensumi/ide-ai-native/lib/node/deepseek/deepseek-language-model'; import { OpenAIModel } from '@opensumi/ide-ai-native/lib/node/openai/openai-language-model'; +import { OpenAICompatibleModel } from '@opensumi/ide-ai-native/lib/node/openai-compatible/openai-compatible-language-model'; -import { ChatCompletionChunk, ChatCompletion, Completion } from './types'; +import { ChatCompletion, Completion } from './types'; import { AIModelService } from './model.service' @Injectable() @@ -33,6 +34,9 @@ export class AIBackService extends BaseAIBackService implements IAIBackService { @Autowired(DeepSeekModel) protected readonly deepseekModel: DeepSeekModel; + @Autowired(OpenAICompatibleModel) + protected readonly openAICompatibleModel: OpenAICompatibleModel; + constructor() { super(); this.logger = this.loggerManager.getLogger('ai' as any); @@ -50,8 +54,10 @@ export class AIBackService extends BaseAIBackService implements IAIBackService { this.openaiModel.request(input, chatReadableStream, options, cancelToken); } else if (model === 'deepseek') { this.deepseekModel.request(input, chatReadableStream, options, cancelToken); - } else { + } else if (model === 'anthropic') { this.anthropicModel.request(input, chatReadableStream, options, cancelToken); + } else { + this.openAICompatibleModel.request(input, chatReadableStream, options, cancelToken); } return chatReadableStream; diff --git a/yarn.lock b/yarn.lock index a2a2f13..86b100a 100644 --- a/yarn.lock +++ b/yarn.lock @@ -12,40 +12,40 @@ __metadata: languageName: node linkType: hard -"@ai-sdk/anthropic@npm:^1.1.6": - version: 1.1.9 - resolution: "@ai-sdk/anthropic@npm:1.1.9" +"@ai-sdk/anthropic@npm:^1.1.9": + version: 1.1.13 + resolution: "@ai-sdk/anthropic@npm:1.1.13" dependencies: - "@ai-sdk/provider": "npm:1.0.8" - "@ai-sdk/provider-utils": "npm:2.1.9" + "@ai-sdk/provider": "npm:1.0.9" + "@ai-sdk/provider-utils": "npm:2.1.10" peerDependencies: zod: ^3.0.0 - checksum: 10/9270595e3681752f04077e7eed5b839a1016cfe2c45370eb9a0e7f714b5911172a75bbab6736bbb39eca7bf4d7d72374498857cabd3451f8b79b55aaea1efe19 + checksum: 10/4133b23b90e64f31de9d61bc45801e323ce1009e07f972b28d7c8875e110791b0aeb0cc10e721c24beaecf49757977fcafb2c171020df0b494cae28d9ea70043 languageName: node linkType: hard -"@ai-sdk/deepseek@npm:^0.1.8": - 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You collaborate with a USER to solve coding tasks, which may involve creating, modifying, or debugging code, or answering questions. When the USER sends a message, relevant context (e.g., open files, cursor position, edit history, linter errors) may be attached. Use this information as needed.\n\n\nYou have access to tools to assist with tasks. Follow these rules:\n1. Always adhere to the tool call schema and provide all required parameters.\n2. Only use tools explicitly provided; ignore unavailable ones.\n3. Avoid mentioning tool names to the USER (e.g., say "I will edit your file" instead of "I need to use the edit_file tool").\n4. Only call tools when necessary; respond directly if the task is general or you already know the answer.\n5. Explain to the USER why you’re using a tool before calling it.\n\n\n\nWhen modifying code:\n1. Use code edit tools instead of outputting code unless explicitly requested.\n2. Limit tool calls to one per turn.\n3. Ensure generated code is immediately executable by including necessary imports, dependencies, and endpoints.\n4. For new projects, create a dependency management file (e.g., requirements.txt) and a README.\n5. For web apps, design a modern, user-friendly UI.\n6. Avoid generating non-textual or excessively long code.\n7. Read file contents before editing, unless appending a small change or creating a new file.\n8. Fix introduced linter errors if possible, but stop after 3 attempts and ask the USER for guidance.\n9. Reapply reasonable code edits if they weren’t followed initially.\n\n\nUse the appropriate tools to fulfill the USER’s request, ensuring all required parameters are provided or inferred from context.'; + export const explainPrompt = (language: string, code: string) => { return `你将获得一段代码, 你的任务是以简洁的方式解释它，用中文回答。代码内容是: \n\`\`\`${language}\n${code}\n\`\`\``; }; diff --git a/src/bootstrap/browser/index.ts b/src/bootstrap/browser/index.ts index cf8a720..b1f2607 100644 --- a/src/bootstrap/browser/index.ts +++ b/src/bootstrap/browser/index.ts @@ -57,6 +57,7 @@ import { CoreBrowserModule, ELECTRON_HEADER } from '@/core/browser'; import { AIFeatureModule, AI_MENU_BAR_LEFT_ACTION } from '@/ai/browser'; import { AutoUpdaterModule } from '@/auto-updater/browser' import logo from '@/core/browser/assets/logo.svg' +import { DefaultSystemPrompt } from '@/ai/browser/prompt'; // 临时修复 bash 打开 -l 参数不支持导致报错的问题 terminalPreferenceSchema.properties['terminal.integrated.shellArgs.osx'].default = []; @@ -178,6 +179,7 @@ async function renderApp() { // 开启 Code Edits [AINativeSettingSectionsId.CodeEditsLintErrors]: true, [AINativeSettingSectionsId.CodeEditsLineChange]: true, + [AINativeSettingSectionsId.SystemPrompt]: DefaultSystemPrompt, }, onigWasmUri: URI.file(electronEnv.onigWasmPath).toString(true), treeSitterWasmDirectoryUri: URI.file(electronEnv.treeSitterWasmDirectoryPath).toString(true), diff --git a/yarn.lock b/yarn.lock index 86b100a..9269440 100644 --- a/yarn.lock +++ b/yarn.lock @@ -1037,45 +1037,45 @@ __metadata: languageName: node linkType: hard -"@opensumi/ide-addons@npm:3.8.1-next-1741160259.0": - 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"@opensumi/ide-status-bar": "npm:3.8.1-next-1741160259.0" - "@opensumi/ide-storage": "npm:3.8.1-next-1741160259.0" - "@opensumi/ide-task": "npm:3.8.1-next-1741160259.0" - "@opensumi/ide-terminal-next": "npm:3.8.1-next-1741160259.0" - "@opensumi/ide-testing": "npm:3.8.1-next-1741160259.0" - "@opensumi/ide-theme": "npm:3.8.1-next-1741160259.0" - "@opensumi/ide-toolbar": "npm:3.8.1-next-1741160259.0" - "@opensumi/ide-variable": "npm:3.8.1-next-1741160259.0" - "@opensumi/ide-webview": "npm:3.8.1-next-1741160259.0" - "@opensumi/ide-workspace": "npm:3.8.1-next-1741160259.0" - "@opensumi/ide-workspace-edit": "npm:3.8.1-next-1741160259.0" + "@opensumi/ide-addons": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-ai-native": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-comments": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-core-browser": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-core-common": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-core-electron-main": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-core-node": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-debug": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-decoration": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-design": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-editor": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-electron-basic": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-explorer": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-express-file-server": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-extension": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-extension-manager": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-extension-storage": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-file-scheme": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-file-search": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-file-service": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-file-tree-next": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-i18n": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-keymaps": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-logs": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-main-layout": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-markdown": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-markers": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-menu-bar": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-monaco": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-monaco-enhance": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-opened-editor": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-outline": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-output": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-overlay": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-preferences": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-process": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-quick-open": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-remote-opener": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-scm": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-search": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-status-bar": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-storage": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-task": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-terminal-next": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-testing": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-theme": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-toolbar": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-variable": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-webview": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-workspace": "npm:3.8.1-next-1741253659.0" + "@opensumi/ide-workspace-edit": "npm:3.8.1-next-1741253659.0" "@opensumi/tree-sitter-wasm": "npm:1.1.2" "@types/debug": "npm:^4" "@types/js-yaml": "npm:^4" From 602096997b70422f51c5ec0e5e5210c15cfde579 Mon Sep 17 00:00:00 2001 From: "xinglong.wangwxl" Date: Thu, 6 Mar 2025 21:46:37 +0800 Subject: [PATCH 6/6] fix: always respond in Chinese --- src/ai/browser/prompt.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/ai/browser/prompt.ts b/src/ai/browser/prompt.ts index def3847..d56906f 100644 --- a/src/ai/browser/prompt.ts +++ b/src/ai/browser/prompt.ts @@ -1,7 +1,7 @@ import { IMarkerErrorData } from '@opensumi/ide-ai-native/lib/browser/contrib/intelligent-completions/source/lint-error.source'; import { EInlineOperation } from './constants' -export const DefaultSystemPrompt = 'You are a powerful AI coding assistant working in CodeFuse IDE, a AI Native IDE based on CodeFuse and OpenSumi. You collaborate with a USER to solve coding tasks, which may involve creating, modifying, or debugging code, or answering questions. When the USER sends a message, relevant context (e.g., open files, cursor position, edit history, linter errors) may be attached. Use this information as needed.\n\n\nYou have access to tools to assist with tasks. Follow these rules:\n1. Always adhere to the tool call schema and provide all required parameters.\n2. Only use tools explicitly provided; ignore unavailable ones.\n3. Avoid mentioning tool names to the USER (e.g., say "I will edit your file" instead of "I need to use the edit_file tool").\n4. Only call tools when necessary; respond directly if the task is general or you already know the answer.\n5. Explain to the USER why you’re using a tool before calling it.\n\n\n\nWhen modifying code:\n1. Use code edit tools instead of outputting code unless explicitly requested.\n2. Limit tool calls to one per turn.\n3. Ensure generated code is immediately executable by including necessary imports, dependencies, and endpoints.\n4. For new projects, create a dependency management file (e.g., requirements.txt) and a README.\n5. For web apps, design a modern, user-friendly UI.\n6. Avoid generating non-textual or excessively long code.\n7. Read file contents before editing, unless appending a small change or creating a new file.\n8. Fix introduced linter errors if possible, but stop after 3 attempts and ask the USER for guidance.\n9. Reapply reasonable code edits if they weren’t followed initially.\n\n\nUse the appropriate tools to fulfill the USER’s request, ensuring all required parameters are provided or inferred from context.'; +export const DefaultSystemPrompt = 'You are a powerful AI coding assistant working in CodeFuse IDE, a AI Native IDE based on CodeFuse and OpenSumi. You collaborate with a USER to solve coding tasks, which may involve creating, modifying, or debugging code, or answering questions. When the USER sends a message, relevant context (e.g., open files, cursor position, edit history, linter errors) may be attached. Use this information as needed.\n\n\nYou have access to tools to assist with tasks. Follow these rules:\n1. Always adhere to the tool call schema and provide all required parameters.\n2. Only use tools explicitly provided; ignore unavailable ones.\n3. Avoid mentioning tool names to the USER (e.g., say "I will edit your file" instead of "I need to use the edit_file tool").\n4. Only call tools when necessary; respond directly if the task is general or you already know the answer.\n5. Explain to the USER why you’re using a tool before calling it.\n\n\n\nWhen modifying code:\n1. Use code edit tools instead of outputting code unless explicitly requested.\n2. Limit tool calls to one per turn.\n3. Ensure generated code is immediately executable by including necessary imports, dependencies, and endpoints.\n4. For new projects, create a dependency management file (e.g., requirements.txt) and a README.\n5. For web apps, design a modern, user-friendly UI.\n6. Avoid generating non-textual or excessively long code.\n7. Read file contents before editing, unless appending a small change or creating a new file.\n8. Fix introduced linter errors if possible, but stop after 3 attempts and ask the USER for guidance.\n9. Reapply reasonable code edits if they weren’t followed initially.\n\n\nUse the appropriate tools to fulfill the USER’s request, ensuring all required parameters are provided or inferred from context.Always respond in 中文.'; export const explainPrompt = (language: string, code: string) => { return `你将获得一段代码, 你的任务是以简洁的方式解释它，用中文回答。代码内容是: \n\`\`\`${language}\n${code}\n\`\`\``;