feat: Deep Research section

This commit is contained in:
AnotiaWang
2025-02-11 19:16:07 +08:00
parent 2cbd20a1da
commit 2c4eaed03c
9 changed files with 367 additions and 730 deletions

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@ -1,345 +1,162 @@
<template>
<div class="h-screen flex">
<!-- 左侧树形图 -->
<div class="w-1/2 h-full bg-transparent" ref="treeContainer">
<div v-if="!modelValue.root" class="h-full flex items-center justify-center text-gray-500 dark:text-gray-400">
<div class="text-center">
<div class="text-lg mb-2">No research data</div>
<div class="text-sm">Please answer and submit the questions to start research</div>
</div>
</div>
<svg
v-else
width="100%"
height="100%"
@click="handleSvgClick"
class="[&_.link]:stroke-2 [&_.link]:fill-none [&_.link]:stroke-gray-400 dark:[&_.link]:stroke-gray-600 [&_.link.processing]:stroke-blue-500 [&_.link.complete]:stroke-green-500 [&_.link.error]:stroke-red-500"
>
<g :transform="`translate(${margin.left}, ${margin.top})`">
<!-- 连接线 -->
<g class="links">
<path v-for="link in treeData.links" :key="link.id" :d="link.path" class="link" :class="link.status" />
</g>
<!-- 节点 -->
<g class="nodes">
<g
v-for="node in treeData.nodes"
:key="node.id"
class="node cursor-pointer transition-all"
:class="[node.status, { active: selectedNode?.id === node.id }]"
:transform="`translate(${node.x}, ${node.y})`"
@click.stop="handleNodeClick(node)"
@mouseover="handleNodeHover(node)"
>
<circle
r="20"
class="fill-white dark:fill-gray-700 stroke-2 stroke-gray-400 dark:stroke-gray-500 [.processing_&]:stroke-blue-500 [.complete_&]:stroke-green-500 [.error_&]:stroke-red-500 [.active_&]:stroke-[3px] [.active_&]:fill-gray-100 dark:[.active_&]:fill-gray-800"
/>
<text dy=".35em" text-anchor="middle" class="fill-gray-900 dark:fill-gray-100 text-sm select-none">
{{ node.depth }}
</text>
</g>
</g>
</g>
</svg>
</div>
<!-- 右侧内容区 -->
<div class="w-1/2 h-full p-4 border-l border-gray-200 dark:border-gray-700 overflow-y-auto">
<div v-if="selectedNode" class="sticky top-0">
<h3 class="text-lg font-bold mb-2 dark:text-gray-200">Search Detail</h3>
<div class="mb-4">
<div class="font-medium dark:text-gray-300">Query:</div>
<div class="text-gray-600 dark:text-gray-400">{{ selectedNode.query }}</div>
</div>
<div v-if="selectedNode.result">
<div class="font-medium mb-2 dark:text-gray-300">Learning Content:</div>
<ul class="list-disc pl-5 mb-4">
<li v-for="(learning, i) in selectedNode.result.learnings" :key="i" class="text-gray-600 dark:text-gray-400">
{{ learning }}
</li>
</ul>
<div class="font-medium mb-2 dark:text-gray-300">Follow-up Questions:</div>
<ul class="list-disc pl-5">
<li v-for="(question, i) in selectedNode.result.followUpQuestions" :key="i" class="text-gray-600 dark:text-gray-400">
{{ question }}
</li>
</ul>
</div>
</div>
<div v-else class="h-full flex items-center justify-center text-gray-500 dark:text-gray-400 text-center">
Select a node to view details
</div>
</div>
</div>
</template>
<script setup lang="ts"> <script setup lang="ts">
import * as d3 from 'd3' import { deepResearch, type PartialSearchResult, type ResearchStep } from '~/lib/deep-research'
import { deepResearch, type ResearchStep } from '~/lib/deep-research' import type { TreeNode } from './Tree.vue'
import type { ResearchFeedbackResult } from './ResearchFeedback.vue'
export interface SearchNode { const tree = ref<TreeNode>({
id: string id: 'root',
query: string label: 'Start',
depth: number children: [],
status: 'pending' | 'processing' | 'complete' | 'error' depth: 0,
children: SearchNode[] breadth: 0,
result?: {
learnings: string[]
followUpQuestions: string[]
}
// 布局相关属性
x?: number
y?: number
parent?: SearchNode
}
export interface SearchTree {
root: SearchNode | null
currentDepth: number
maxDepth: number
maxBreadth: number
}
const modelValue = defineModel<SearchTree>({
default: () => ({
root: null,
currentDepth: 0,
maxDepth: 0,
maxBreadth: 0,
}),
}) })
const hoveredNode = ref<TreeNode | null>(null)
const searchResults = ref<Record<string, PartialSearchResult>>({})
// 树形图布局配置 const modelValue = computed(() => Object.values(searchResults.value))
const margin = { top: 40, right: 40, bottom: 40, left: 40 }
const treeContainer = ref<HTMLElement>()
const width = ref(800)
const height = ref(600)
// 节点状态管理
const selectedNode = ref<SearchNode>()
// 计算节点和连接线
const treeData = computed(() => {
if (!modelValue.value.root) return { nodes: [], links: [] }
// 计算合适的树大小
const levels = getTreeDepth(modelValue.value.root)
const estimatedHeight = Math.max(levels * 20, 300) // 每层至少 20px
height.value = Math.min(estimatedHeight, window.innerHeight - 100) // 限制最大高度
const treeLayout = d3
.tree<SearchNode>()
.size([width.value - margin.left - margin.right, height.value - margin.top - margin.bottom])
.separation((a, b) => (a.parent === b.parent ? 1.5 : 2))
const root = d3.hierarchy(modelValue.value.root)
const layout = treeLayout(root)
const nodes = layout.descendants().map((d) => ({
...d.data,
x: d.x,
y: d.y,
}))
const links = layout.links().map((d, i) => ({
id: `link-${i}`,
path: d3.linkVertical()({
source: [d.source.x, d.source.y],
target: [d.target.x, d.target.y],
}) as string,
status: d.target.data.status,
}))
return { nodes, links }
})
// 辅助函数:获取树的深度
function getTreeDepth(node: SearchNode): number {
if (!node) return 0
return 1 + Math.max(0, ...(node.children?.map(getTreeDepth) || []))
}
// 监听节点状态变化
watch(
() => modelValue.value.root,
(newRoot) => {
if (newRoot) {
// 找到最新更新的节点
const currentNode = findCurrentNode(newRoot)
if (currentNode) {
selectedNode.value = currentNode
}
}
},
{ deep: true },
)
// 事件处理
function handleNodeClick(node: SearchNode) {
selectedNode.value = node
}
function handleNodeHover(node: SearchNode) {
selectedNode.value = node
}
function handleSvgClick() {
selectedNode.value = undefined
}
// 辅助函数:查找指定深度的节点
function findNodeAtDepth(node: SearchNode | null, targetDepth: number): SearchNode | null {
if (!node) return null
if (node.depth === targetDepth) return node
if (!node.children?.length) return null
for (const child of node.children) {
const found = findNodeAtDepth(child, targetDepth)
if (found) return found
}
return null
}
// 辅助函数:查找当前正在处理的节点
function findCurrentNode(node: SearchNode): SearchNode | null {
if (node.status === 'processing') {
return node
}
if (node.children) {
for (const child of node.children) {
const found = findCurrentNode(child)
if (found) return found
}
}
// 如果没有正在处理的节点,返回最后一个完成的节点
if (node.status === 'complete' && (!node.children || node.children.length === 0)) {
return node
}
return null
}
// 辅助函数:在树中更新节点
function updateNodeInTree(root: SearchNode, nodeId: string, updates: Partial<SearchNode>): SearchNode {
if (root.id === nodeId) {
return { ...root, ...updates }
}
return {
...root,
children: root.children.map((child) => updateNodeInTree(child, nodeId, updates)),
}
}
// 监听容器大小变化
onMounted(() => {
if (treeContainer.value) {
const resizeObserver = new ResizeObserver((entries) => {
for (const entry of entries) {
width.value = entry.contentRect.width
height.value = entry.contentRect.height
}
})
resizeObserver.observe(treeContainer.value)
}
})
// 处理研究进度
function handleResearchProgress(step: ResearchStep) { function handleResearchProgress(step: ResearchStep) {
console.log(step) let node: TreeNode | null = null
if (step.type === 'start') { let nodeId = ''
// 初始化搜索树
modelValue.value = { if (step.type !== 'complete') {
root: null, nodeId = step.nodeId
currentDepth: 0, node = findNode(tree.value, step.nodeId)
maxDepth: step.depth || 0, if (node) {
maxBreadth: step.breadth || 0, node.status = step.type
} }
} else if (step.type === 'generating_queries' && step.result) { }
// 添加新的查询节点 console.log('step', step)
if (step.depth === 1) {
// 第一层查询作为根节点 switch (step.type) {
modelValue.value = { case 'generating_query': {
...modelValue.value, if (!node) {
root: { console.error('Creating new node', {
id: '0-0', nodeId,
query: step.result[0].query, depth: step.depth,
depth: 0, breadth: step.breadth,
status: 'processing', index: step.nodeIndex,
children: step.result.slice(1).map((item, index) => ({
id: `1-${index}`,
query: item.query,
depth: 1,
status: 'pending',
children: [],
})),
},
}
} else {
const parentNode = findNodeAtDepth(modelValue.value.root!, step.depth! - 1)
if (parentNode) {
const updatedRoot = updateNodeInTree(modelValue.value.root!, parentNode.id, {
children: step.result.map((query: any, index: number) => ({
id: `${step.depth}-${index}`,
query: query.query,
depth: step.depth!,
status: 'pending',
children: [],
})),
}) })
modelValue.value = { // 创建新节点
...modelValue.value, node = {
root: updatedRoot, id: nodeId,
label: 'Generating...',
researchGoal: 'Generating research goal...',
learnings: [],
children: [],
depth: step.depth,
breadth: step.breadth,
index: step.nodeIndex,
}
// 如果是根节点的直接子节点
if (step.depth === 1) {
tree.value.children.push(node)
} else {
// 找到父节点并添加
const parentNode = findNode(tree.value, getParentNodeId(step.nodeId))
if (parentNode) {
parentNode.children.push(node)
}
} }
} }
} // 更新节点的查询内容
} else if (step.type === 'processing_serach_result' && step.result) { if (step.result) {
// 更新节点状态和结果 node.label = step.result.query ?? 'Generating...'
const nodeId = `${step.depth}-${step.queryIndex}` node.researchGoal = step.result.researchGoal
const updatedRoot = updateNodeInTree(modelValue.value.root!, nodeId, {
status: 'complete',
result: {
learnings: step.result.learnings || [],
followUpQuestions: step.result.followUpQuestions || [],
},
})
modelValue.value = {
...modelValue.value,
root: updatedRoot,
}
} else if (step.type === 'error') {
// 处理错误状态
const currentNode = findCurrentNode(modelValue.value.root!)
if (currentNode) {
const updatedRoot = updateNodeInTree(modelValue.value.root!, currentNode.id, {
status: 'error',
})
modelValue.value = {
...modelValue.value,
root: updatedRoot,
} }
break
} }
case 'generated_query': {
if (node) {
}
break
}
case 'searching': {
if (node) {
// node.label = `Searching: ${node.query}`
}
break
}
case 'search_complete': {
if (node) {
// node.label = `Found ${step.urls.length} results for: ${node.query}`
}
break
}
case 'processing_serach_result': {
if (node) {
node.learnings = step.result.learnings || []
node.followUpQuestions = step.result.followUpQuestions || []
// node.label = `Processing results: ${node.query}`
}
break
}
case 'processed_search_result': {
if (node) {
node.learnings = step.result.learnings
// node.label = `Completed: ${node.query}`
searchResults.value[nodeId] = step.result
}
break
}
case 'error':
console.error(`Research error on node ${nodeId}:`, step.message)
break
case 'complete':
console.log('Research complete')
break
} }
} }
// 开始研究 // 辅助函数根据节点ID查找节点
async function startResearch(query: string, depth: number, breadth: number, feedback: ResearchFeedbackResult[]) { function findNode(root: TreeNode, targetId: string): TreeNode | null {
modelValue.value = { if (!targetId) return null
root: null, if (root.id === targetId) {
currentDepth: 0, return root
maxDepth: 0,
maxBreadth: 0,
} }
for (const child of root.children) {
const found = findNode(child, targetId)
if (found) {
return found
}
}
return null
}
// 辅助函数:获取节点的父节点 ID
function getParentNodeId(nodeId: string): string {
const parts = nodeId.split('-')
parts.pop()
return parts.join('-')
}
async function startResearch(
query: string,
depth: number,
breadth: number,
feedback: { assistantQuestion: string; userAnswer: string }[],
) {
console.log('startResearch', query, depth, breadth, feedback)
tree.value.children = []
tree.value.depth = depth
tree.value.breadth = breadth
hoveredNode.value = null
searchResults.value = {}
try { try {
const combinedQuery = ` const combinedQuery = `
Initial Query: ${query} Initial Query: ${query}
Follow-up Questions and Answers: Follow-up Questions and Answers:
${feedback.map((qa) => `Q: ${qa.assistantQuestion}\nA: ${qa.userAnswer}`).join('\n')} ${feedback.map((qa) => `Q: ${qa.assistantQuestion}\nA: ${qa.userAnswer}`).join('\n')}
` `
await deepResearch({ await deepResearch({
query: combinedQuery, query: combinedQuery,
depth, maxDepth: depth,
breadth, breadth,
onProgress: handleResearchProgress, onProgress: handleResearchProgress,
}) })
@ -352,3 +169,28 @@ ${feedback.map((qa) => `Q: ${qa.assistantQuestion}\nA: ${qa.userAnswer}`).join('
startResearch, startResearch,
}) })
</script> </script>
<template>
<UCard>
<template #header>
<h2 class="font-bold">Deep Research</h2>
<p class="text-sm text-gray-500">Click a child node to view details</p>
</template>
<div class="flex flex-col">
<div class="overflow-y-auto">
<Tree :node="tree" @select="hoveredNode = $event" />
</div>
<div v-if="hoveredNode" class="p-4">
<h2 class="text-xl font-bold">{{ hoveredNode.label }}</h2>
<h3 class="text-lg font-semibold mt-2">Research Goal:</h3>
<p>{{ hoveredNode.researchGoal }}</p>
<div v-if="hoveredNode.learnings">
<h3 class="text-lg font-semibold mt-2">Learnings:</h3>
<ul>
<li v-for="(learning, index) in hoveredNode.learnings" :key="index">{{ learning }}</li>
</ul>
</div>
</div>
</div>
</UCard>
</template>

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@ -63,7 +63,6 @@
// Write the questions into modelValue // Write the questions into modelValue
const parseResult = parsePartialJson(content) const parseResult = parsePartialJson(content)
console.log(parseResult)
if (parseResult.state === 'repaired-parse' || parseResult.state === 'successful-parse') { if (parseResult.state === 'repaired-parse' || parseResult.state === 'successful-parse') {
if (!isObject(parseResult.value) || Array.isArray(parseResult.value)) { if (!isObject(parseResult.value) || Array.isArray(parseResult.value)) {
return (modelValue.value = []) return (modelValue.value = [])

View File

@ -58,8 +58,8 @@
}>() }>()
const input = ref('天空为什么是蓝的?') const input = ref('天空为什么是蓝的?')
const breadth = ref(6) const breadth = ref(3)
const depth = ref(3) const depth = ref(2)
const numQuestions = ref(1) const numQuestions = ref(1)
const isLoading = ref(false) const isLoading = ref(false)
const result = ref<any>(null) const result = ref<any>(null)
@ -91,13 +91,13 @@
toast.add({ toast.add({
title: '复制成功', title: '复制成功',
description: '研究报告已复制到剪贴板', description: '研究报告已复制到剪贴板',
icon: 'i-heroicons-check-circle', icon: 'i-lucide-badge-check',
}) })
} catch (e) { } catch (e) {
toast.add({ toast.add({
title: '复制失败', title: '复制失败',
description: '无法复制到剪贴板', description: '无法复制到剪贴板',
icon: 'i-heroicons-x-circle', icon: 'i-lucide-x',
color: 'error', color: 'error',
}) })
} }

76
components/Tree.vue Normal file
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@ -0,0 +1,76 @@
<script setup lang="ts">
import type { ResearchStep } from '~/lib/deep-research'
export type TreeNodeStatus = Exclude<ResearchStep['type'], 'complete'>
export type TreeNode = {
id: string
/** Label, represents the search query */
label: string
researchGoal?: string
learnings?: string[]
followUpQuestions?: string[]
status?: TreeNodeStatus
children: TreeNode[]
/** Current depth of the node */
depth: number
/** Maximum breadth at the current depth */
breadth: number
/** Index of the node among its siblings */
index?: number
}
const props = defineProps<{
node: TreeNode
}>()
const emit = defineEmits<{
(e: 'select', value: TreeNode): void
}>()
const icon = computed(() => {
const result = { name: '', pulse: false }
if (!props.node.status) return result
switch (props.node.status) {
case 'generating_query':
result.name = 'i-lucide-clipboard-list'
result.pulse = true
break
case 'generated_query':
result.name = 'i-lucide-pause'
break
case 'searching':
result.name = 'i-lucide-search'
result.pulse = true
break
case 'search_complete':
result.name = 'i-lucide-search-check'
break
case 'processing_serach_result':
result.name = 'i-lucide-brain'
result.pulse = true
break
case 'processed_search_result':
result.name = 'i-lucide-circle-check-big'
break
case 'error':
result.name = 'i-lucide-octagon-x'
break
}
return result
})
</script>
<template>
<div class="flex items-center gap-1">
<UIcon name="i-lucide-circle-dot" />
<UButton :class="icon.pulse && 'animate-pulse'" :icon="icon.name" size="sm" color="info" @click="emit('select', node)">{{
node.label
}}</UButton>
<ol v-if="node.children.length > 0" class="space-y-2">
<li v-for="node in node.children" :key="node.id">
<Tree class="ml-2" :node="node" @select="emit('select', $event)" />
</li>
</ol>
</div>
</template>

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@ -8,20 +8,21 @@ import { o3MiniModel, trimPrompt } from './ai/providers';
import { systemPrompt } from './prompt'; import { systemPrompt } from './prompt';
import zodToJsonSchema from 'zod-to-json-schema'; import zodToJsonSchema from 'zod-to-json-schema';
import { tavily, type TavilySearchResponse } from '@tavily/core'; import { tavily, type TavilySearchResponse } from '@tavily/core';
// import 'dotenv/config';
// Used for streaming response // Used for streaming response
type PartialSerpQueries = DeepPartial<z.infer<typeof serpQueriesTypeSchema>['queries']>; export type SearchQuery = z.infer<typeof searchQueriesTypeSchema>['queries'][0];
type PartialSearchResult = DeepPartial<z.infer<typeof serpResultTypeSchema>>; export type PartialSearchQuery = DeepPartial<SearchQuery>;
export type SearchResult = z.infer<typeof searchResultTypeSchema>;
export type PartialSearchResult = DeepPartial<SearchResult>;
export type ResearchStep = export type ResearchStep =
| { type: 'start'; message: string; depth: number; breadth: number } | { type: 'generating_query'; result: PartialSearchQuery; depth: number; breadth: number; nodeIndex: number; nodeId: string }
| { type: 'generating_queries'; result: PartialSerpQueries; depth: number; breadth: number } | { type: 'generated_query'; query: string; result: PartialSearchQuery; depth: number; breadth: number; nodeIndex: number; nodeId: string }
| { type: 'query_generated'; query: string; researchGoal: string; depth: number; breadth: number; queryIndex: number } | { type: 'searching'; query: string; depth: number; breadth: number; nodeIndex: number; nodeId: string }
| { type: 'searching'; query: string; depth: number; breadth: number; queryIndex: number } | { type: 'search_complete'; query: string; urls: string[]; depth: number; breadth: number; nodeIndex: number; nodeId: string }
| { type: 'search_complete'; query: string; urls: string[]; depth: number; breadth: number; queryIndex: number } | { type: 'processing_serach_result'; query: string; result: PartialSearchResult; depth: number; breadth: number; nodeIndex: number; nodeId: string }
| { type: 'processing_serach_result'; query: string; result: PartialSearchResult; depth: number; breadth: number; queryIndex: number } | { type: 'processed_search_result'; query: string; result: SearchResult; depth: number; breadth: number; nodeIndex: number; nodeId: string }
| { type: 'error'; message: string } | { type: 'error'; message: string; depth: number; nodeId: string }
| { type: 'complete' }; | { type: 'complete' };
// increase this if you have higher API rate limits // increase this if you have higher API rate limits
@ -38,9 +39,9 @@ const tvly = tavily({
}) })
/** /**
* Schema for {@link generateSerpQueries} without dynamic descriptions * Schema for {@link generateSearchQueries} without dynamic descriptions
*/ */
export const serpQueriesTypeSchema = z.object({ export const searchQueriesTypeSchema = z.object({
queries: z.array( queries: z.array(
z.object({ z.object({
query: z.string(), query: z.string(),
@ -50,7 +51,7 @@ export const serpQueriesTypeSchema = z.object({
}); });
// take en user query, return a list of SERP queries // take en user query, return a list of SERP queries
export function generateSerpQueries({ export function generateSearchQueries({
query, query,
numQueries = 3, numQueries = 3,
learnings, learnings,
@ -92,11 +93,11 @@ export function generateSerpQueries({
}); });
} }
export const serpResultTypeSchema = z.object({ export const searchResultTypeSchema = z.object({
learnings: z.array(z.string()), learnings: z.array(z.string()),
followUpQuestions: z.array(z.string()), followUpQuestions: z.array(z.string()),
}); });
function processSerpResult({ function processSearchResult({
query, query,
result, result,
numLearnings = 3, numLearnings = 3,
@ -170,112 +171,159 @@ export async function writeFinalReport({
return res.object.reportMarkdown + urlsSection; return res.object.reportMarkdown + urlsSection;
} }
function childNodeId(parentNodeId: string, currentIndex: number) {
return `${parentNodeId}-${currentIndex}`;
}
export async function deepResearch({ export async function deepResearch({
query, query,
breadth, breadth,
depth, maxDepth,
learnings = [], learnings = [],
visitedUrls = [], visitedUrls = [],
onProgress, onProgress,
currentDepth = 1,
nodeId = '0'
}: { }: {
query: string; query: string;
breadth: number; breadth: number;
depth: number; maxDepth: number;
learnings?: string[]; learnings?: string[];
visitedUrls?: string[]; visitedUrls?: string[];
onProgress: (step: ResearchStep) => void; onProgress: (step: ResearchStep) => void;
currentDepth?: number;
nodeId?: string
}): Promise<void> { }): Promise<void> {
onProgress({ type: 'start', message: `开始深度研究,深度:${depth},广度:${breadth}`, depth, breadth });
try { try {
const serpQueriesResult = generateSerpQueries({ const searchQueriesResult = generateSearchQueries({
query, query,
learnings, learnings,
numQueries: breadth, numQueries: breadth,
}); });
const limit = pLimit(ConcurrencyLimit); const limit = pLimit(ConcurrencyLimit);
let serpQueries: PartialSerpQueries = []; let searchQueries: PartialSearchQuery[] = [];
for await (const parsedQueries of parseStreamingJson( for await (const parsedQueries of parseStreamingJson(
serpQueriesResult.textStream, searchQueriesResult.textStream,
serpQueriesTypeSchema, searchQueriesTypeSchema,
(value) => !!value.queries?.length && !!value.queries[0]?.query (value) => !!value.queries?.length && !!value.queries[0]?.query
)) { )) {
if (parsedQueries.queries) { if (parsedQueries.queries) {
serpQueries = parsedQueries.queries; for (let i = 0; i < searchQueries.length; i++) {
onProgress({ onProgress({
type: 'generating_queries', type: 'generating_query',
result: serpQueries, result: searchQueries[i],
depth, depth: currentDepth,
breadth breadth,
}); nodeIndex: i,
nodeId: childNodeId(nodeId, i)
});
}
searchQueries = parsedQueries.queries;
} }
} }
for (let i = 0; i < searchQueries.length; i++) {
onProgress({
type: 'generated_query',
query,
result: searchQueries[i],
depth: currentDepth,
breadth,
nodeIndex: i,
nodeId: childNodeId(nodeId, i)
});
}
await Promise.all( await Promise.all(
serpQueries.map(serpQuery => searchQueries.map((searchQuery, nodeIndex) =>
limit(async () => { limit(async () => {
if (!serpQuery?.query) return if (!searchQuery?.query) return
onProgress({
type: 'searching',
query: searchQuery.query,
depth: currentDepth,
breadth,
nodeIndex,
nodeId: childNodeId(nodeId, nodeIndex)
})
try { try {
// const result = await firecrawl.search(serpQuery.query, { // const result = await firecrawl.search(searchQuery.query, {
// timeout: 15000, // timeout: 15000,
// limit: 5, // limit: 5,
// scrapeOptions: { formats: ['markdown'] }, // scrapeOptions: { formats: ['markdown'] },
// }); // });
const result = await tvly.search(serpQuery.query, { const result = await tvly.search(searchQuery.query, {
maxResults: 5, maxResults: 5,
}) })
console.log(`Ran ${serpQuery.query}, found ${result.results.length} contents`); console.log(`Ran ${searchQuery.query}, found ${result.results.length} contents`);
// Collect URLs from this search // Collect URLs from this search
const newUrls = compact(result.results.map(item => item.url)); const newUrls = compact(result.results.map(item => item.url));
const newBreadth = Math.ceil(breadth / 2); // Breadth for the next search is half of the current breadth
const newDepth = depth - 1; const nextBreadth = Math.ceil(breadth / 2);
const serpResultGenerator = processSerpResult({ const searchResultGenerator = processSearchResult({
query: serpQuery.query, query: searchQuery.query,
result, result,
numFollowUpQuestions: newBreadth, numFollowUpQuestions: nextBreadth,
}); });
let serpResult: PartialSearchResult = {}; let searchResult: PartialSearchResult = {};
for await (const parsedLearnings of parseStreamingJson( for await (const parsedLearnings of parseStreamingJson(
serpResultGenerator.textStream, searchResultGenerator.textStream,
serpResultTypeSchema, searchResultTypeSchema,
(value) => !!value.learnings?.length (value) => !!value.learnings?.length
)) { )) {
serpResult = parsedLearnings; searchResult = parsedLearnings;
onProgress({ onProgress({
type: 'processing_serach_result', type: 'processing_serach_result',
result: parsedLearnings, result: parsedLearnings,
depth, depth: currentDepth,
breadth, breadth: breadth,
query: serpQuery.query, query: searchQuery.query,
queryIndex: serpQueries.indexOf(serpQuery), nodeIndex: nodeIndex,
nodeId: childNodeId(nodeId, nodeIndex)
}); });
} }
console.log(`Processed serp result for ${serpQuery.query}`, serpResult); console.log(`Processed search result for ${searchQuery.query}`, searchResult);
const allLearnings = [...learnings, ...(serpResult.learnings ?? [])]; const allLearnings = [...learnings, ...(searchResult.learnings ?? [])];
const allUrls = [...visitedUrls, ...newUrls]; const allUrls = [...visitedUrls, ...newUrls];
const nextDepth = currentDepth + 1;
if (newDepth > 0 && serpResult.followUpQuestions?.length) { onProgress({
console.log( type: 'processed_search_result',
`Researching deeper, breadth: ${newBreadth}, depth: ${newDepth}`, result: {
learnings: allLearnings,
followUpQuestions: searchResult.followUpQuestions ?? [],
},
depth: currentDepth,
breadth,
query: searchQuery.query,
nodeIndex: nodeIndex,
nodeId: childNodeId(nodeId, nodeIndex)
})
if (nextDepth < maxDepth && searchResult.followUpQuestions?.length) {
console.warn(
`Researching deeper, breadth: ${nextBreadth}, depth: ${nextDepth}`,
); );
const nextQuery = ` const nextQuery = `
Previous research goal: ${serpQuery.researchGoal} Previous research goal: ${searchQuery.researchGoal}
Follow-up research directions: ${serpResult.followUpQuestions.map(q => `\n${q}`).join('')} Follow-up research directions: ${searchResult.followUpQuestions.map(q => `\n${q}`).join('')}
`.trim(); `.trim();
return deepResearch({ return deepResearch({
query: nextQuery, query: nextQuery,
breadth: newBreadth, breadth: nextBreadth,
depth: newDepth, maxDepth,
learnings: allLearnings, learnings: allLearnings,
visitedUrls: allUrls, visitedUrls: allUrls,
onProgress, onProgress,
currentDepth: nextDepth,
nodeId: childNodeId(nodeId, nodeIndex),
}); });
} else { } else {
return { return {
@ -284,7 +332,7 @@ export async function deepResearch({
}; };
} }
} catch (e: any) { } catch (e: any) {
throw new Error(`Error searching for ${serpQuery.query}, depth ${depth}\nMessage: ${e.message}`) throw new Error(`Error searching for ${searchQuery.query}, depth ${currentDepth}\nMessage: ${e.message}`)
} }
}), }),
), ),
@ -294,6 +342,8 @@ export async function deepResearch({
onProgress({ onProgress({
type: 'error', type: 'error',
message: error?.message ?? 'Something went wrong', message: error?.message ?? 'Something went wrong',
depth: currentDepth,
nodeId,
}) })
} }

View File

@ -11,17 +11,15 @@
}, },
"dependencies": { "dependencies": {
"@ai-sdk/openai": "^1.1.9", "@ai-sdk/openai": "^1.1.9",
"@ai-sdk/openai-compatible": "^0.1.8",
"@ai-sdk/provider-utils": "^2.1.6",
"@ai-sdk/ui-utils": "^1.1.11", "@ai-sdk/ui-utils": "^1.1.11",
"@ai-sdk/vue": "^1.1.11", "@ai-sdk/vue": "^1.1.11",
"@iconify-json/lucide": "^1.2.26",
"@mendable/firecrawl-js": "^1.16.0", "@mendable/firecrawl-js": "^1.16.0",
"@nuxt/ui": "3.0.0-alpha.12", "@nuxt/ui": "3.0.0-alpha.12",
"@tailwindcss/typography": "^0.5.16", "@tailwindcss/typography": "^0.5.16",
"@tavily/core": "^0.0.3", "@tavily/core": "^0.0.3",
"@types/lodash-es": "^4.17.12", "@types/lodash-es": "^4.17.12",
"ai": "^4.1.28", "ai": "^4.1.28",
"d3": "^7.9.0",
"js-tiktoken": "^1.0.18", "js-tiktoken": "^1.0.18",
"lodash-es": "^4.17.21", "lodash-es": "^4.17.21",
"marked": "^15.0.7", "marked": "^15.0.7",

View File

@ -1,14 +1,12 @@
<template> <template>
<div> <div>
<UContainer> <UContainer>
<div class="py-8"> <div class="max-w-4xl mx-auto py-8 space-y-4">
<div class="max-w-4xl mx-auto"> <h1 class="text-3xl font-bold text-center mb-2"> Deep Research Assistant </h1>
<h1 class="text-3xl font-bold text-center mb-2"> Deep Research Assistant </h1> <ColorModeButton></ColorModeButton>
<ColorModeButton></ColorModeButton> <ResearchForm @submit="generateFeedback" />
<ResearchForm @submit="generateFeedback" /> <ResearchFeedback v-model="result.feedback" ref="feedbackRef" @submit="startDeepSearch" />
<ResearchFeedback v-model="result.feedback" ref="feedbackRef" @submit="startDeepSearch" /> <DeepResearch ref="deepResearchRef" class="mb-8" />
<DeepResearch v-model="searchTree" ref="deepResearchRef" class="mb-8" />
</div>
</div> </div>
</UContainer> </UContainer>
</div> </div>
@ -18,7 +16,6 @@
import type ResearchFeedback from '~/components/ResearchFeedback.vue' import type ResearchFeedback from '~/components/ResearchFeedback.vue'
import type DeepResearch from '~/components/DeepResearch.vue' import type DeepResearch from '~/components/DeepResearch.vue'
import type { ResearchInputData } from '~/components/ResearchForm.vue' import type { ResearchInputData } from '~/components/ResearchForm.vue'
import type { SearchTree } from '~/components/DeepResearch.vue'
import type { ResearchFeedbackResult } from '~/components/ResearchFeedback.vue' import type { ResearchFeedbackResult } from '~/components/ResearchFeedback.vue'
interface DeepResearchResult { interface DeepResearchResult {
@ -39,7 +36,7 @@
const result = ref<DeepResearchResult>({ const result = ref<DeepResearchResult>({
feedback: [], feedback: [],
}) })
const searchTree = ref<SearchTree>({ const searchTree = ref({
root: null, root: null,
currentDepth: 0, currentDepth: 0,
maxDepth: 0, maxDepth: 0,

346
pnpm-lock.yaml generated
View File

@ -11,18 +11,15 @@ importers:
'@ai-sdk/openai': '@ai-sdk/openai':
specifier: ^1.1.9 specifier: ^1.1.9
version: 1.1.9(zod@3.24.1) version: 1.1.9(zod@3.24.1)
'@ai-sdk/openai-compatible':
specifier: ^0.1.8
version: 0.1.8(zod@3.24.1)
'@ai-sdk/provider-utils':
specifier: ^2.1.6
version: 2.1.6(zod@3.24.1)
'@ai-sdk/ui-utils': '@ai-sdk/ui-utils':
specifier: ^1.1.11 specifier: ^1.1.11
version: 1.1.11(zod@3.24.1) version: 1.1.11(zod@3.24.1)
'@ai-sdk/vue': '@ai-sdk/vue':
specifier: ^1.1.11 specifier: ^1.1.11
version: 1.1.11(vue@3.5.13(typescript@5.7.3))(zod@3.24.1) version: 1.1.11(vue@3.5.13(typescript@5.7.3))(zod@3.24.1)
'@iconify-json/lucide':
specifier: ^1.2.26
version: 1.2.26
'@mendable/firecrawl-js': '@mendable/firecrawl-js':
specifier: ^1.16.0 specifier: ^1.16.0
version: 1.16.0(ws@8.18.0) version: 1.16.0(ws@8.18.0)
@ -41,9 +38,6 @@ importers:
ai: ai:
specifier: ^4.1.28 specifier: ^4.1.28
version: 4.1.28(react@19.0.0)(zod@3.24.1) version: 4.1.28(react@19.0.0)(zod@3.24.1)
d3:
specifier: ^7.9.0
version: 7.9.0
js-tiktoken: js-tiktoken:
specifier: ^1.0.18 specifier: ^1.0.18
version: 1.0.18 version: 1.0.18
@ -84,12 +78,6 @@ importers:
packages: packages:
'@ai-sdk/openai-compatible@0.1.8':
resolution: {integrity: sha512-o2WeZmkOgaaEHAIZfAdlAASotNemhWBzupUp7ql/vBKIrPDctbQS4K7XOvG7EZ1dshn0TxB+Ur7Q8HoWSeWPmA==}
engines: {node: '>=18'}
peerDependencies:
zod: ^3.0.0
'@ai-sdk/openai@1.1.9': '@ai-sdk/openai@1.1.9':
resolution: {integrity: sha512-t/CpC4TLipdbgBJTMX/otzzqzCMBSPQwUOkYPGbT/jyuC86F+YO9o+LS0Ty2pGUE1kyT+B3WmJ318B16ZCg4hw==} resolution: {integrity: sha512-t/CpC4TLipdbgBJTMX/otzzqzCMBSPQwUOkYPGbT/jyuC86F+YO9o+LS0Ty2pGUE1kyT+B3WmJ318B16ZCg4hw==}
engines: {node: '>=18'} engines: {node: '>=18'}
@ -468,6 +456,9 @@ packages:
'@floating-ui/vue@1.1.6': '@floating-ui/vue@1.1.6':
resolution: {integrity: sha512-XFlUzGHGv12zbgHNk5FN2mUB7ROul3oG2ENdTpWdE+qMFxyNxWSRmsoyhiEnpmabNm6WnUvR1OvJfUfN4ojC1A==} resolution: {integrity: sha512-XFlUzGHGv12zbgHNk5FN2mUB7ROul3oG2ENdTpWdE+qMFxyNxWSRmsoyhiEnpmabNm6WnUvR1OvJfUfN4ojC1A==}
'@iconify-json/lucide@1.2.26':
resolution: {integrity: sha512-arD/8mK0lRxFY2LgLf345NhWVWiOtV8sOxJuLnq4QRz3frMiOwVwGxEgp5Xe/bRGzxO2CxxCBok0bPRpCkYZQQ==}
'@iconify/collections@1.0.515': '@iconify/collections@1.0.515':
resolution: {integrity: sha512-4aJAgfv31fST8LYjuGy14ZQN8zIDQpKuHRQXZgilQMDh6SW2YFiIWMWKd7MSEmRXwRQdygwPrAydelBNHW+qqw==} resolution: {integrity: sha512-4aJAgfv31fST8LYjuGy14ZQN8zIDQpKuHRQXZgilQMDh6SW2YFiIWMWKd7MSEmRXwRQdygwPrAydelBNHW+qqw==}
@ -1581,133 +1572,6 @@ packages:
csstype@3.1.3: csstype@3.1.3:
resolution: {integrity: sha512-M1uQkMl8rQK/szD0LNhtqxIPLpimGm8sOBwU7lLnCpSbTyY3yeU1Vc7l4KT5zT4s/yOxHH5O7tIuuLOCnLADRw==} resolution: {integrity: sha512-M1uQkMl8rQK/szD0LNhtqxIPLpimGm8sOBwU7lLnCpSbTyY3yeU1Vc7l4KT5zT4s/yOxHH5O7tIuuLOCnLADRw==}
d3-array@3.2.4:
resolution: {integrity: sha512-tdQAmyA18i4J7wprpYq8ClcxZy3SC31QMeByyCFyRt7BVHdREQZ5lpzoe5mFEYZUWe+oq8HBvk9JjpibyEV4Jg==}
engines: {node: '>=12'}
d3-axis@3.0.0:
resolution: {integrity: sha512-IH5tgjV4jE/GhHkRV0HiVYPDtvfjHQlQfJHs0usq7M30XcSBvOotpmH1IgkcXsO/5gEQZD43B//fc7SRT5S+xw==}
engines: {node: '>=12'}
d3-brush@3.0.0:
resolution: {integrity: sha512-ALnjWlVYkXsVIGlOsuWH1+3udkYFI48Ljihfnh8FZPF2QS9o+PzGLBslO0PjzVoHLZ2KCVgAM8NVkXPJB2aNnQ==}
engines: {node: '>=12'}
d3-chord@3.0.1:
resolution: {integrity: sha512-VE5S6TNa+j8msksl7HwjxMHDM2yNK3XCkusIlpX5kwauBfXuyLAtNg9jCp/iHH61tgI4sb6R/EIMWCqEIdjT/g==}
engines: {node: '>=12'}
d3-color@3.1.0:
resolution: {integrity: sha512-zg/chbXyeBtMQ1LbD/WSoW2DpC3I0mpmPdW+ynRTj/x2DAWYrIY7qeZIHidozwV24m4iavr15lNwIwLxRmOxhA==}
engines: {node: '>=12'}
d3-contour@4.0.2:
resolution: {integrity: sha512-4EzFTRIikzs47RGmdxbeUvLWtGedDUNkTcmzoeyg4sP/dvCexO47AaQL7VKy/gul85TOxw+IBgA8US2xwbToNA==}
engines: {node: '>=12'}
d3-delaunay@6.0.4:
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engines: {node: '>=12'}
d3-dispatch@3.0.1:
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d3-drag@3.0.0:
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hasBin: true
d3-ease@3.0.1:
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d3-force@3.0.0:
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engines: {node: '>=12'}
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engines: {node: '>=12'}
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d3-timer@3.0.1:
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engines: {node: '>=12'}
peerDependencies:
d3-selection: 2 - 3
d3-zoom@3.0.0:
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engines: {node: '>=12'}
d3@7.9.0:
resolution: {integrity: sha512-e1U46jVP+w7Iut8Jt8ri1YsPOvFpg46k+K8TpCb0P+zjCkjkPnV7WzfDJzMHy1LnA+wj5pLT1wjO901gLXeEhA==}
engines: {node: '>=12'}
db0@0.2.3: db0@0.2.3:
resolution: {integrity: sha512-PunuHESDNefmwVy1LDpY663uWwKt2ogLGoB6NOz2sflGREWqDreMwDgF8gfkXxgNXW+dqviyiJGm924H1BaGiw==} resolution: {integrity: sha512-PunuHESDNefmwVy1LDpY663uWwKt2ogLGoB6NOz2sflGREWqDreMwDgF8gfkXxgNXW+dqviyiJGm924H1BaGiw==}
peerDependencies: peerDependencies:
@ -1771,9 +1635,6 @@ packages:
defu@6.1.4: defu@6.1.4:
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@ -3868,12 +3712,6 @@ packages:
snapshots: snapshots:
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dependencies:
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'@ai-sdk/provider-utils': 2.1.6(zod@3.24.1)
zod: 3.24.1
'@ai-sdk/openai@1.1.9(zod@3.24.1)': '@ai-sdk/openai@1.1.9(zod@3.24.1)':
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@ -4238,6 +4076,10 @@ snapshots:
- '@vue/composition-api' - '@vue/composition-api'
- vue - vue
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dependencies:
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'@iconify/collections@1.0.515': '@iconify/collections@1.0.515':
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@ -5730,158 +5572,6 @@ snapshots:
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d3-shape@3.2.0:
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d3-time-format@4.1.0:
dependencies:
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d3-dispatch: 3.0.1
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d3-selection: 3.0.0
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d3-axis: 3.0.0
d3-brush: 3.0.0
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d3-drag: 3.0.0
d3-dsv: 3.0.1
d3-ease: 3.0.1
d3-fetch: 3.0.1
d3-force: 3.0.0
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d3-geo: 3.1.1
d3-hierarchy: 3.1.2
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d3-path: 3.1.0
d3-polygon: 3.0.1
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d3-shape: 3.2.0
d3-time: 3.1.0
d3-time-format: 4.1.0
d3-timer: 3.0.1
d3-transition: 3.0.1(d3-selection@3.0.0)
d3-zoom: 3.0.0
db0@0.2.3: {} db0@0.2.3: {}
debug@2.6.9: debug@2.6.9:
@ -5909,10 +5599,6 @@ snapshots:
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delaunator@5.0.1:
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robust-predicates: 3.0.2
delayed-stream@1.0.0: {} delayed-stream@1.0.0: {}
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internmap@2.0.3: {}
ioredis@5.5.0: ioredis@5.5.0:
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View File

@ -1,3 +1,4 @@
// This file is currently unused
import { deepResearch, ResearchStep } from "~/lib/deep-research"; import { deepResearch, ResearchStep } from "~/lib/deep-research";
export default defineEventHandler(async event => { export default defineEventHandler(async event => {