From e7296df78f1a1e31e1ba431602b8daf9eeec3a49 Mon Sep 17 00:00:00 2001 From: AnotiaWang Date: Fri, 14 Feb 2025 15:20:02 +0800 Subject: [PATCH] feat: support reasoning models like DeepSeek R1 --- .dockerignore | 30 ++++ README.md | 24 ++- README_zh.md | 20 ++- components/DeepResearch.vue | 39 ++++- components/ReasoningAccordion.vue | 52 ++++++ components/ResearchFeedback.vue | 37 ++-- components/ResearchForm.vue | 2 +- components/ResearchReport.vue | 40 +++-- components/Tree.vue | 8 +- composables/useAiProvider.ts | 10 +- i18n/en.json | 3 + i18n/zh.json | 5 +- lib/deep-research.ts | 83 +++++++-- lib/feedback.ts | 5 +- package.json | 19 +- pnpm-lock.yaml | 277 ++++++++++++++++++++---------- utils/json.ts | 66 +++++-- 17 files changed, 549 insertions(+), 171 deletions(-) create mode 100644 .dockerignore create mode 100644 components/ReasoningAccordion.vue diff --git a/.dockerignore b/.dockerignore new file mode 100644 index 0000000..d9aaa47 --- /dev/null +++ b/.dockerignore @@ -0,0 +1,30 @@ +# Nuxt dev/build outputs +.output +.data +.nuxt +.nitro +.cache +dist + +# Node dependencies +node_modules + +# Logs +logs +*.log + +# Misc +.DS_Store +.fleet +.idea + +# Local env files +.env +.env.* +!.env.example + +# TypeScript +*.tsbuildinfo + +# Nuxt generate +.generate diff --git a/README.md b/README.md index 73eaff0..9eb3619 100644 --- a/README.md +++ b/README.md @@ -8,10 +8,10 @@ Features: - 🚀 **Safe & Secure**: Everything (config, API requests, ...) stays in your browser locally - 🕙 **Realtime feedback**: Stream AI responses and reflect on the UI in real-time -- 🌳 **Search visualization**: Shows the research process using a tree structure +- 🌳 **Search visualization**: Shows the research process using a tree structure. Supports searching in different languages - 📄 **Export as PDF**: Export the final research report as a PDF -- 🌐 **Search in different languages**: Useful when you want to get search results in a different language - 🤖 **Supports more models**: Uses plain prompts instead of newer, less widely supported features like Structured Outputs. This ensures to work with more providers that haven't caught up with the latest OpenAI capabilities. +- 🐳 **Docker support**: Deploy in your environment in one-line command Currently available providers: @@ -20,7 +20,25 @@ Currently available providers: Please give a 🌟 Star if you like this project! - + + +## Recent updates + +25/02/14 + +- Supported reasoning models like DeepSeek R1 +- Improved compatibility with more models & error handling + +25/02/13 + +- Significantly reduced bundle size +- Supported searching in different languages +- Added Docker support +- Fixed "export as PDF" issues + +25/02/12 +- Added Chinese translation. The models will respond in the user's language. +- Various fixes ## How to use diff --git a/README_zh.md b/README_zh.md index e04a3bf..af0cb90 100644 --- a/README_zh.md +++ b/README_zh.md @@ -16,7 +16,25 @@ 喜欢本项目请点 ⭐ 收藏！ - + + +## 最近更新 + +25/02/14 + +- 支持 DeepSeek R1 等思维链模型 +- 改进了模型兼容性，改进异常处理 + +25/02/13 + +- 大幅缩减了网页体积 +- 支持配置搜索时使用的语言 +- 支持 Docker 部署 +- 修复“导出 PDF”不可用的问题 + +25/02/12 +- 添加中文支持。模型会自动使用用户的语言回答了。 +- 修复一些 bug ## 使用指南 diff --git a/components/DeepResearch.vue b/components/DeepResearch.vue index 69df586..526dae5 100644 --- a/components/DeepResearch.vue +++ b/components/DeepResearch.vue @@ -38,6 +38,14 @@ } switch (step.type) { + case 'generating_query_reasoning': { + if (node) { + node.generateQueriesReasoning = + (node.generateQueriesReasoning ?? '') + step.delta + } + break + } + case 'generating_query': { if (!node) { // 创建新节点 @@ -86,10 +94,17 @@ break } + case 'processing_serach_result_reasoning': { + if (node) { + node.generateLearningsReasoning = + (node.generateLearningsReasoning ?? '') + step.delta + } + break + } + case 'processing_serach_result': { if (node) { node.learnings = step.result.learnings || [] - node.followUpQuestions = step.result.followUpQuestions || [] } break } @@ -157,6 +172,8 @@ selectedNode.value = undefined searchResults.value = {} isLoading.value = true + // Clear the root node's reasoning content + tree.value.generateQueriesReasoning = '' try { const searchLanguage = config.value.webSearch.searchLanguage ? t('language', {}, { locale: config.value.webSearch.searchLanguage }) @@ -211,20 +228,28 @@ {{ selectedNode.label ?? $t('webBrowsing.generating') }} + + + + +

+ {{ t('webBrowsing.researchGoal') }} +

{{ t('webBrowsing.startNode.description') }}

-
+
{{ $t('modelFeedback.waiting') }}
diff --git a/components/ResearchReport.vue b/components/ResearchReport.vue index 4504f9f..993fb09 100644 --- a/components/ResearchReport.vue +++ b/components/ResearchReport.vue @@ -16,6 +16,7 @@ const error = ref('') const loading = ref(false) const loadingExportPdf = ref(false) + const reasoningContent = ref('') const reportContent = ref('') const reportHtml = computed(() => marked(reportContent.value, { silent: true, gfm: true, breaks: true }), @@ -29,9 +30,20 @@ loading.value = true error.value = '' reportContent.value = '' + reasoningContent.value = '' try { - for await (const chunk of writeFinalReport(params).textStream) { - reportContent.value += chunk + for await (const chunk of writeFinalReport(params).fullStream) { + if (chunk.type === 'reasoning') { + reasoningContent.value += chunk.textDelta + } else if (chunk.type === 'text-delta') { + reportContent.value += chunk.textDelta + } else if (chunk.type === 'error') { + error.value = t('researchReport.error', [ + chunk.error instanceof Error + ? chunk.error.message + : String(chunk.error), + ]) + } } reportContent.value += `\n\n## ${t( 'researchReport.sources', @@ -158,21 +170,25 @@
+
{{ error }}
+ + +
- +
+ {{ + loading ? $t('researchReport.generating') : $t('researchReport.waiting') + }} +
diff --git a/components/Tree.vue b/components/Tree.vue index de3ce95..2003857 100644 --- a/components/Tree.vue +++ b/components/Tree.vue @@ -6,11 +6,15 @@ export type TreeNode = { id: string - /** Label, represents the search query */ + /** Label, represents the search query. Generated from parent node. */ label: string + /** The research goal of this node. Generated from parent node. */ researchGoal?: string + /** Reasoning content when generating queries for the next iteration. */ + generateQueriesReasoning?: string + /** Reasoning content when generating learnings for this iteration. */ + generateLearningsReasoning?: string learnings?: string[] - followUpQuestions?: string[] visitedUrls?: string[] status?: TreeNodeStatus children: TreeNode[] diff --git a/composables/useAiProvider.ts b/composables/useAiProvider.ts index 31fa575..c880098 100644 --- a/composables/useAiProvider.ts +++ b/composables/useAiProvider.ts @@ -1,14 +1,18 @@ -import { createOpenAI } from '@ai-sdk/openai' +import { createDeepSeek } from '@ai-sdk/deepseek' +import { extractReasoningMiddleware, wrapLanguageModel } from 'ai' export const useAiModel = () => { const config = useConfigStore() switch (config.config.ai.provider) { case 'openai-compatible': - const openai = createOpenAI({ + const deepseek = createDeepSeek({ apiKey: config.config.ai.apiKey, baseURL: config.aiApiBase, }) - return openai(config.config.ai.model) + return wrapLanguageModel({ + model: deepseek(config.config.ai.model), + middleware: extractReasoningMiddleware({ tagName: 'think' }), + }) default: throw new Error(`Unknown AI provider: ${config.config.ai.provider}`) } diff --git a/i18n/en.json b/i18n/en.json index 370302b..6c18bf8 100644 --- a/i18n/en.json +++ b/i18n/en.json @@ -1,5 +1,8 @@ { "language": "English", + "modelThinking": "Thinking...", + "modelThinkingComplete": "Thinking complete", + "invalidStructuredOutput": "The model returned content which is incomplete or invalid and cannot be parsed. Try using a bigger or \"smarter\" model.", "index": { "projectDescription": "This is a web UI for {0} that allows AI to search online and dig deeper on its own based on specific questions, and then output a research report.\nThis project features streaming AI responses for realtime feedback, and visualization of the research process using a tree structure.\nAll API requests are directly sent from your browser. No remote data stored.", "missingConfigTitle": "Config not set", diff --git a/i18n/zh.json b/i18n/zh.json index 260e1e6..2e2e7d7 100644 --- a/i18n/zh.json +++ b/i18n/zh.json @@ -1,5 +1,8 @@ { "language": "中文", + "modelThinking": "思考中...", + "modelThinkingComplete": "思考完毕", + "invalidStructuredOutput": "模型返回的内容无效或不完整，无法解析。请尝试换一个更大或者更“聪明”的模型。", "index": { "projectDescription": "Deep Research 是 {0} 的可视化 UI，可以让 AI 根据特定问题联网搜索并自行深挖，并输出研究报告。\n本项目可以流式传输 AI 的回答来实时反馈，并使用树状结构可视化搜索过程。\n全部 API 请求都在浏览器本地完成。", "missingConfigTitle": "需要配置 API", @@ -45,7 +48,7 @@ "breadth": "研究广度 (Breadth)", "breadthHelp": "第一次迭代中的搜索次数。后续每轮迭代的搜索次数为上一轮的一半。", "start": "开始研究", - "researching": "正在研究..." + "researching": "研究中..." }, "modelFeedback": { "title": "2. 模型反馈", diff --git a/lib/deep-research.ts b/lib/deep-research.ts index ca13c8d..e5bf36c 100644 --- a/lib/deep-research.ts +++ b/lib/deep-research.ts @@ -29,6 +29,7 @@ export type PartialSearchResult = DeepPartial export type ResearchStep = | { type: 'generating_query'; result: PartialSearchQuery; nodeId: string } + | { type: 'generating_query_reasoning'; delta: string; nodeId: string } | { type: 'generated_query' query: string @@ -43,6 +44,11 @@ export type ResearchStep = result: PartialSearchResult nodeId: string } + | { + type: 'processing_serach_result_reasoning' + delta: string + nodeId: string + } | { type: 'processed_search_result' query: string @@ -110,7 +116,7 @@ export function generateSearchQueries({ '\n', )}` : '', - `You MUST respond in JSON with the following schema: ${jsonSchema}`, + `You MUST respond in JSON matching this JSON schema: ${jsonSchema}`, lp, ].join('\n\n') return streamText({ @@ -160,7 +166,7 @@ function processSearchResult({ `${contents .map((content) => `\n${content}\n`) .join('\n')}`, - `You MUST respond in JSON with the following schema: ${jsonSchema}`, + `You MUST respond in JSON matching this JSON schema: ${jsonSchema}`, languagePrompt(language), ].join('\n\n') @@ -234,6 +240,8 @@ export async function deepResearch({ /** Force the LLM to generate serp queries in a certain language */ searchLanguage?: string }): Promise { + const { t } = useNuxtApp().$i18n + try { const searchQueriesResult = generateSearchQueries({ query, @@ -246,12 +254,12 @@ export async function deepResearch({ let searchQueries: PartialSearchQuery[] = [] - for await (const parsedQueries of parseStreamingJson( - searchQueriesResult.textStream, + for await (const chunk of parseStreamingJson( + searchQueriesResult.fullStream, searchQueriesTypeSchema, (value) => !!value.queries?.length && !!value.queries[0]?.query, )) { - if (parsedQueries.queries) { + if (chunk.type === 'object' && chunk.value.queries) { for (let i = 0; i < searchQueries.length; i++) { onProgress({ type: 'generating_query', @@ -259,7 +267,27 @@ export async function deepResearch({ nodeId: childNodeId(nodeId, i), }) } - searchQueries = parsedQueries.queries + searchQueries = chunk.value.queries + } else if (chunk.type === 'reasoning') { + onProgress({ + type: 'generating_query_reasoning', + delta: chunk.delta, + nodeId, + }) + } else if (chunk.type === 'error') { + onProgress({ + type: 'error', + message: chunk.message, + nodeId, + }) + break + } else if (chunk.type === 'bad-end') { + onProgress({ + type: 'error', + message: t('invalidStructuredOutput'), + nodeId, + }) + break } } @@ -272,6 +300,7 @@ export async function deepResearch({ }) } + // Run in parallel and limit the concurrency const results = await Promise.all( searchQueries.map((searchQuery, i) => limit(async () => { @@ -287,6 +316,7 @@ export async function deepResearch({ nodeId: childNodeId(nodeId, i), }) try { + // Use Tavily to search the web const result = await useTavily().search(searchQuery.query, { maxResults: 5, }) @@ -314,18 +344,41 @@ export async function deepResearch({ }) let searchResult: PartialSearchResult = {} - for await (const parsedLearnings of parseStreamingJson( - searchResultGenerator.textStream, + for await (const chunk of parseStreamingJson( + searchResultGenerator.fullStream, searchResultTypeSchema, (value) => !!value.learnings?.length, )) { - searchResult = parsedLearnings - onProgress({ - type: 'processing_serach_result', - result: parsedLearnings, - query: searchQuery.query, - nodeId: childNodeId(nodeId, i), - }) + const id = childNodeId(nodeId, i) + if (chunk.type === 'object') { + searchResult = chunk.value + onProgress({ + type: 'processing_serach_result', + result: chunk.value, + query: searchQuery.query, + nodeId: id, + }) + } else if (chunk.type === 'reasoning') { + onProgress({ + type: 'processing_serach_result_reasoning', + delta: chunk.delta, + nodeId: id, + }) + } else if (chunk.type === 'error') { + onProgress({ + type: 'error', + message: chunk.message, + nodeId: id, + }) + break + } else if (chunk.type === 'bad-end') { + onProgress({ + type: 'error', + message: t('invalidStructuredOutput'), + nodeId: id, + }) + break + } } console.log( `Processed search result for ${searchQuery.query}`, diff --git a/lib/feedback.ts b/lib/feedback.ts index a125bee..29b9261 100644 --- a/lib/feedback.ts +++ b/lib/feedback.ts @@ -28,7 +28,7 @@ export function generateFeedback({ const jsonSchema = JSON.stringify(zodToJsonSchema(schema)) const prompt = [ `Given the following query from the user, ask ${numQuestions} follow up questions to clarify the research direction. Return a maximum of ${numQuestions} questions, but feel free to return less if the original query is clear: ${query}`, - `You MUST respond in JSON with the following schema: ${jsonSchema}`, + `You MUST respond in JSON matching this JSON schema: ${jsonSchema}`, languagePrompt(language), ].join('\n\n') @@ -37,12 +37,13 @@ export function generateFeedback({ system: systemPrompt(), prompt, onError({ error }) { + console.error(`generateFeedback`, error) throw error }, }) return parseStreamingJson( - stream.textStream, + stream.fullStream, feedbackTypeSchema, (value: PartialFeedback) => !!value.questions && value.questions.length > 0, ) diff --git a/package.json b/package.json index 0b9985e..0a5436a 100644 --- a/package.json +++ b/package.json @@ -12,27 +12,28 @@ "postinstall": "nuxt prepare" }, "dependencies": { - "@ai-sdk/openai": "^1.1.9", - "@ai-sdk/ui-utils": "^1.1.11", - "@ai-sdk/vue": "^1.1.11", + "@ai-sdk/deepseek": "^0.1.10", + "@ai-sdk/openai": "^1.1.11", + "@ai-sdk/ui-utils": "^1.1.14", + "@ai-sdk/vue": "^1.1.15", "@iconify-json/lucide": "^1.2.26", "@nuxt/ui": "3.0.0-alpha.12", "@nuxtjs/color-mode": "^3.5.2", "@nuxtjs/i18n": "9.2.0", - "@pinia/nuxt": "^0.10.0", + "@pinia/nuxt": "^0.10.1", "@tailwindcss/typography": "^0.5.16", - "@tavily/core": "^0.0.3", - "ai": "^4.1.28", - "js-tiktoken": "^1.0.18", + "@tavily/core": "^0.3.1", + "ai": "^4.1.38", + "js-tiktoken": "^1.0.19", "jspdf": "^2.5.2", "marked": "^15.0.7", "nuxt": "^3.15.4", "p-limit": "^6.2.0", - "pinia": "^3.0.0", + "pinia": "^3.0.1", "tailwindcss": "^4.0.5", "vue": "latest", "vue-router": "latest", - "zod": "^3.24.1", + "zod": "^3.24.2", "zod-to-json-schema": "^3.24.1" }, "devDependencies": { diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml index 244d037..f8fb315 100644 --- a/pnpm-lock.yaml +++ b/pnpm-lock.yaml @@ -8,15 +8,18 @@ importers: .: dependencies: + '@ai-sdk/deepseek': + specifier: ^0.1.10 + version: 0.1.10(zod@3.24.2) '@ai-sdk/openai': - specifier: ^1.1.9 - version: 1.1.9(zod@3.24.1) + specifier: ^1.1.11 + version: 1.1.11(zod@3.24.2) '@ai-sdk/ui-utils': - specifier: ^1.1.11 - version: 1.1.11(zod@3.24.1) + specifier: ^1.1.14 + version: 1.1.14(zod@3.24.2) '@ai-sdk/vue': - specifier: ^1.1.11 - version: 1.1.11(vue@3.5.13(typescript@5.7.3))(zod@3.24.1) + specifier: ^1.1.15 + version: 1.1.15(vue@3.5.13(typescript@5.7.3))(zod@3.24.2) '@iconify-json/lucide': specifier: ^1.2.26 version: 1.2.26 @@ -30,20 +33,20 @@ importers: specifier: 9.2.0 version: 9.2.0(@vue/compiler-dom@3.5.13)(eslint@9.20.1(jiti@2.4.2))(magicast@0.3.5)(rollup@4.34.6)(typescript@5.7.3)(vue@3.5.13(typescript@5.7.3)) '@pinia/nuxt': - specifier: ^0.10.0 - version: 0.10.0(magicast@0.3.5)(pinia@3.0.0(typescript@5.7.3)(vue@3.5.13(typescript@5.7.3))) + specifier: ^0.10.1 + version: 0.10.1(magicast@0.3.5)(pinia@3.0.1(typescript@5.7.3)(vue@3.5.13(typescript@5.7.3))) '@tailwindcss/typography': specifier: ^0.5.16 version: 0.5.16(tailwindcss@4.0.6) '@tavily/core': - specifier: ^0.0.3 - version: 0.0.3 + specifier: ^0.3.1 + version: 0.3.1 ai: - specifier: ^4.1.28 - version: 4.1.28(react@19.0.0)(zod@3.24.1) + specifier: ^4.1.38 + version: 4.1.38(react@19.0.0)(zod@3.24.2) js-tiktoken: - specifier: ^1.0.18 - version: 1.0.18 + specifier: ^1.0.19 + version: 1.0.19 jspdf: specifier: ^2.5.2 version: 2.5.2 @@ -57,8 +60,8 @@ importers: specifier: ^6.2.0 version: 6.2.0 pinia: - specifier: ^3.0.0 - version: 3.0.0(typescript@5.7.3)(vue@3.5.13(typescript@5.7.3)) + specifier: ^3.0.1 + version: 3.0.1(typescript@5.7.3)(vue@3.5.13(typescript@5.7.3)) tailwindcss: specifier: ^4.0.5 version: 4.0.6 @@ -69,11 +72,11 @@ importers: specifier: latest version: 4.5.0(vue@3.5.13(typescript@5.7.3)) zod: - specifier: ^3.24.1 - version: 3.24.1 + specifier: ^3.24.2 + version: 3.24.2 zod-to-json-schema: specifier: ^3.24.1 - version: 3.24.1(zod@3.24.1) + version: 3.24.1(zod@3.24.2) devDependencies: '@vueuse/core': specifier: ^12.5.0 @@ -84,14 +87,26 @@ importers: packages: - '@ai-sdk/openai@1.1.9': - resolution: {integrity: sha512-t/CpC4TLipdbgBJTMX/otzzqzCMBSPQwUOkYPGbT/jyuC86F+YO9o+LS0Ty2pGUE1kyT+B3WmJ318B16ZCg4hw==} + '@ai-sdk/deepseek@0.1.10': + resolution: {integrity: sha512-JCYFEYog365yFXXrbySAwuYfe6zHKuBPmdOIa3xl0LSE0p1GcvGkZn80lNPLLzqR8GO8S4qUZoH+HL1kqYHaYA==} engines: {node: '>=18'} peerDependencies: zod: ^3.0.0 - 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pinia: 3.0.0(typescript@5.7.3)(vue@3.5.13(typescript@5.7.3)) + pinia: 3.0.1(typescript@5.7.3)(vue@3.5.13(typescript@5.7.3)) transitivePeerDependencies: - magicast - supports-color @@ -5604,10 +5655,10 @@ snapshots: '@tanstack/virtual-core': 3.13.0 vue: 3.5.13(typescript@5.7.3) - '@tavily/core@0.0.3': + '@tavily/core@0.3.1': dependencies: axios: 1.7.9 - js-tiktoken: 1.0.18 + js-tiktoken: 1.0.19 transitivePeerDependencies: - debug @@ -5799,14 +5850,14 @@ snapshots: '@vue/devtools-api@6.6.4': {} - '@vue/devtools-api@7.7.1': + '@vue/devtools-api@7.7.2': dependencies: - '@vue/devtools-kit': 7.7.1 + '@vue/devtools-kit': 7.7.2 '@vue/devtools-core@7.6.8(vite@6.1.0(@types/node@22.13.1)(jiti@2.4.2)(lightningcss@1.29.1)(terser@5.38.1)(yaml@2.7.0))(vue@3.5.13(typescript@5.7.3))': dependencies: '@vue/devtools-kit': 7.6.8 - '@vue/devtools-shared': 7.7.1 + '@vue/devtools-shared': 7.7.2 mitt: 3.0.1 nanoid: 5.0.9 pathe: 1.1.2 @@ -5817,7 +5868,7 @@ snapshots: '@vue/devtools-kit@7.6.8': dependencies: - '@vue/devtools-shared': 7.7.1 + '@vue/devtools-shared': 7.7.2 birpc: 0.2.19 hookable: 5.5.3 mitt: 3.0.1 @@ -5825,9 +5876,9 @@ snapshots: speakingurl: 14.0.1 superjson: 2.2.2 - '@vue/devtools-kit@7.7.1': + '@vue/devtools-kit@7.7.2': dependencies: - '@vue/devtools-shared': 7.7.1 + '@vue/devtools-shared': 7.7.2 birpc: 0.2.19 hookable: 5.5.3 mitt: 3.0.1 @@ -5835,7 +5886,7 @@ snapshots: speakingurl: 14.0.1 superjson: 2.2.2 - '@vue/devtools-shared@7.7.1': + '@vue/devtools-shared@7.7.2': dependencies: rfdc: 1.4.1 @@ -5942,17 +5993,17 @@ snapshots: agent-base@7.1.3: {} - ai@4.1.28(react@19.0.0)(zod@3.24.1): + ai@4.1.38(react@19.0.0)(zod@3.24.2): dependencies: '@ai-sdk/provider': 1.0.7 - '@ai-sdk/provider-utils': 2.1.6(zod@3.24.1) - '@ai-sdk/react': 1.1.11(react@19.0.0)(zod@3.24.1) - '@ai-sdk/ui-utils': 1.1.11(zod@3.24.1) + '@ai-sdk/provider-utils': 2.1.8(zod@3.24.2) + '@ai-sdk/react': 1.1.14(react@19.0.0)(zod@3.24.2) + '@ai-sdk/ui-utils': 1.1.14(zod@3.24.2) '@opentelemetry/api': 1.9.0 jsondiffpatch: 0.6.0 optionalDependencies: react: 19.0.0 - zod: 3.24.1 + zod: 3.24.2 ajv@6.12.6: dependencies: @@ -6126,6 +6177,23 @@ snapshots: optionalDependencies: magicast: 0.3.5 + c12@2.0.2(magicast@0.3.5): + dependencies: + chokidar: 4.0.3 + confbox: 0.1.8 + defu: 6.1.4 + dotenv: 16.4.7 + giget: 1.2.4 + jiti: 2.4.2 + mlly: 1.7.4 + ohash: 1.1.4 + pathe: 2.0.3 + perfect-debounce: 1.0.0 + pkg-types: 1.3.1 + rc9: 2.1.2 + optionalDependencies: + magicast: 0.3.5 + cac@6.7.14: {} callsites@3.1.0: {} @@ -7055,7 +7123,7 @@ snapshots: js-levenshtein@1.1.6: {} - js-tiktoken@1.0.18: + js-tiktoken@1.0.19: dependencies: base64-js: 1.5.1 @@ -7757,6 +7825,8 @@ snapshots: pathe@2.0.2: {} + pathe@2.0.3: {} + perfect-debounce@1.0.0: {} performance-now@2.1.0: @@ -7768,9 +7838,9 @@ snapshots: picomatch@4.0.2: {} - pinia@3.0.0(typescript@5.7.3)(vue@3.5.13(typescript@5.7.3)): + pinia@3.0.1(typescript@5.7.3)(vue@3.5.13(typescript@5.7.3)): dependencies: - '@vue/devtools-api': 7.7.1 + '@vue/devtools-api': 7.7.2 vue: 3.5.13(typescript@5.7.3) optionalDependencies: typescript: 5.7.3 @@ -7781,7 +7851,7 @@ snapshots: dependencies: confbox: 0.1.8 mlly: 1.7.4 - pathe: 2.0.2 + pathe: 2.0.3 pluralize@8.0.0: {} @@ -8536,6 +8606,23 @@ snapshots: unplugin: 2.1.2 unplugin-utils: 0.2.3 + unimport@4.1.1: + dependencies: + acorn: 8.14.0 + escape-string-regexp: 5.0.0 + estree-walker: 3.0.3 + fast-glob: 3.3.3 + local-pkg: 1.0.0 + magic-string: 0.30.17 + mlly: 1.7.4 + pathe: 2.0.3 + picomatch: 4.0.2 + pkg-types: 1.3.1 + scule: 1.3.0 + strip-literal: 3.0.0 + unplugin: 2.2.0 + unplugin-utils: 0.2.4 + universalify@2.0.1: {} unplugin-auto-import@19.0.0(@nuxt/kit@3.15.4(magicast@0.3.5))(@vueuse/core@12.5.0(typescript@5.7.3))(rollup@4.34.6): @@ -8558,6 +8645,11 @@ snapshots: pathe: 2.0.2 picomatch: 4.0.2 + unplugin-utils@0.2.4: + dependencies: + pathe: 2.0.3 + picomatch: 4.0.2 + unplugin-vue-components@28.0.0(@babel/parser@7.26.8)(@nuxt/kit@3.15.4(magicast@0.3.5))(rollup@4.34.6)(vue@3.5.13(typescript@5.7.3)): dependencies: '@antfu/utils': 0.7.10 @@ -8637,6 +8729,11 @@ snapshots: acorn: 8.14.0 webpack-virtual-modules: 0.6.2 + unplugin@2.2.0: + dependencies: + acorn: 8.14.0 + webpack-virtual-modules: 0.6.2 + unstorage@1.14.4(db0@0.2.3)(ioredis@5.5.0): dependencies: anymatch: 3.1.3 @@ -8941,8 +9038,8 @@ snapshots: compress-commons: 6.0.2 readable-stream: 4.7.0 - zod-to-json-schema@3.24.1(zod@3.24.1): + zod-to-json-schema@3.24.1(zod@3.24.2): dependencies: - zod: 3.24.1 + zod: 3.24.2 - zod@3.24.1: {} + zod@3.24.2: {} diff --git a/utils/json.ts b/utils/json.ts index 2d20251..18e6ade 100644 --- a/utils/json.ts +++ b/utils/json.ts @@ -1,4 +1,5 @@ import { parsePartialJson } from '@ai-sdk/ui-utils' +import type { TextStreamPart } from 'ai' import { z } from 'zod' export type DeepPartial = T extends object @@ -7,6 +8,13 @@ export type DeepPartial = T extends object : { [P in keyof T]?: DeepPartial } : T +export type ParseStreamingJsonEvent = + | { type: 'object'; value: DeepPartial } + | { type: 'reasoning'; delta: string } + | { type: 'error'; message: string } + /** The call finished with invalid content that can't be parsed as JSON */ + | { type: 'bad-end'; rawText: string } + export function removeJsonMarkdown(text: string) { text = text.trim() if (text.startsWith('```json')) { @@ -23,32 +31,56 @@ export function removeJsonMarkdown(text: string) { } /** - * 解析流式的 JSON 数据 - * @param textStream 字符串流 - * @param _schema zod schema 用于类型验证 - * @param isValid 自定义验证函数，用于判断解析出的 JSON 是否有效 - * @returns 异步生成器，yield 解析后的数据 + * Parse streaming JSON text + * @param fullStream Returned by AI SDK + * @param _schema zod schema for type definition + * @param isValid Custom validation function to check if the parsed JSON is valid */ export async function* parseStreamingJson( - textStream: AsyncIterable, + fullStream: AsyncIterable>, _schema: T, isValid: (value: DeepPartial>) => boolean, -): AsyncGenerator>> { +): AsyncGenerator>> { let rawText = '' let isParseSuccessful = false - for await (const chunk of textStream) { - rawText += chunk - const parsed = parsePartialJson(removeJsonMarkdown(rawText)) + for await (const chunk of fullStream) { + if (chunk.type === 'reasoning') { + yield { type: 'reasoning', delta: chunk.textDelta } + continue + } + if (chunk.type === 'error') { + yield { + type: 'error', + message: + chunk.error instanceof Error + ? chunk.error.message + : String(chunk.error), + } + continue + } + if (chunk.type === 'text-delta') { + rawText += chunk.textDelta + const parsed = parsePartialJson(removeJsonMarkdown(rawText)) - isParseSuccessful = - parsed.state === 'repaired-parse' || parsed.state === 'successful-parse' - if (isParseSuccessful && isValid(parsed.value as any)) { - yield parsed.value as DeepPartial> - } else { - console.debug(`Failed to parse JSON:`, rawText) + isParseSuccessful = + parsed.state === 'repaired-parse' || parsed.state === 'successful-parse' + if (isParseSuccessful && isValid(parsed.value as any)) { + yield { + type: 'object', + value: parsed.value as DeepPartial>, + } + } else { + console.debug(`Failed to parse JSON: ${removeJsonMarkdown(rawText)}`) + } } } - return { isSuccessful: isParseSuccessful } + // If the last chunk parses failed, return an error + if (!isParseSuccessful) { + yield { + type: 'bad-end', + rawText, + } + } }