Add automatic note clustering using density-based algorithm (DBSCAN variant) and bridge notes detection for connecting different thematic clusters. Features: - NoteCluster, ClusterMember, BridgeNote, BridgeSuggestion models - Clustering service with pgvector cosine similarity - Bridge notes detection (notes connecting >=2 clusters) - AI-powered suggestions for missing cluster connections - /insights page with React Flow visualization - Cron endpoint for automatic recalculation Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
211 lines
7.1 KiB
TypeScript
211 lines
7.1 KiB
TypeScript
'use client'
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import { useState, useEffect } from 'react'
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import { ClusterVisualization } from '@/components/cluster-visualization'
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import { BridgeNotesDashboard } from '@/components/bridge-notes-dashboard'
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import { useRouter } from 'next/navigation'
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interface Cluster {
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clusterId: number
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name?: string
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noteIds: string[]
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}
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interface BridgeNote {
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noteId: string
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bridgeScore: number
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clustersConnected: number[]
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note?: {
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id: string
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title: string | null
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content: string
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}
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}
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export default function InsightsPage() {
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const router = useRouter()
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const [clusters, setClusters] = useState<Cluster[]>([])
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const [bridgeNotes, setBridgeNotes] = useState<BridgeNote[]>([])
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const [loading, setLoading] = useState(true)
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const [recalculating, setRecalculating] = useState(false)
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const [message, setMessage] = useState<string | null>(null)
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useEffect(() => {
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loadClusters()
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}, [])
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const loadClusters = async () => {
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setLoading(true)
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try {
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const res = await fetch('/api/clusters')
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if (res.ok) {
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const data = await res.json()
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setClusters(data.clusters || [])
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if (data.message) {
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setMessage(data.message)
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}
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}
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} catch (error) {
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console.error('Error loading clusters:', error)
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setMessage('Failed to load clusters')
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} finally {
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setLoading(false)
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}
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}
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const recalculateClusters = async () => {
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setRecalculating(true)
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try {
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const res = await fetch('/api/clusters', {
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method: 'POST',
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headers: { 'Content-Type': 'application/json' },
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body: JSON.stringify({ force: true })
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})
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if (res.ok) {
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const data = await res.json()
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setClusters(data.clusters || [])
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setBridgeNotes(data.bridgeNotes || [])
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setMessage(data.message || 'Clusters recalculated successfully')
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}
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} catch (error) {
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console.error('Error recalculating clusters:', error)
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setMessage('Failed to recalculate clusters')
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} finally {
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setRecalculating(false)
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}
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}
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const handleNoteClick = (noteId: string, type: 'note' | 'cluster') => {
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if (type === 'note') {
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router.push(`/home?note=${noteId}`)
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}
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}
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return (
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<div className="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8 py-8">
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{/* Header */}
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<div className="mb-8">
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<h1 className="text-3xl font-bold text-gray-900">
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Insights
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</h1>
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<p className="mt-2 text-gray-600">
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Discover thematic clusters and connections in your notes
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</p>
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</div>
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{/* Stats Bar */}
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<div className="grid grid-cols-1 md:grid-cols-4 gap-4 mb-8">
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<div className="bg-white rounded-lg shadow p-4">
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<div className="text-sm text-gray-500">Total Clusters</div>
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<div className="text-2xl font-bold text-gray-900">{clusters.length}</div>
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</div>
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<div className="bg-white rounded-lg shadow p-4">
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<div className="text-sm text-gray-500">Bridge Notes</div>
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<div className="text-2xl font-bold text-gray-900">{bridgeNotes.length}</div>
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</div>
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<div className="bg-white rounded-lg shadow p-4">
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<div className="text-sm text-gray-500">Notes Analyzed</div>
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<div className="text-2xl font-bold text-gray-900">
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{clusters.reduce((sum, c) => sum + c.noteIds.length, 0)}
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</div>
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</div>
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<div className="bg-white rounded-lg shadow p-4">
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<button
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onClick={recalculateClusters}
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disabled={recalculating || loading}
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className="w-full px-4 py-2 bg-blue-600 text-white rounded-lg hover:bg-blue-700 disabled:bg-gray-400 disabled:cursor-not-allowed transition-colors"
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>
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{recalculating ? 'Calculating...' : 'Recalculate'}
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</button>
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</div>
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</div>
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{/* Message */}
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{message && (
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<div className="mb-6 p-4 bg-blue-50 border border-blue-200 rounded-lg">
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<p className="text-sm text-blue-800">{message}</p>
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</div>
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)}
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{/* Loading State */}
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{loading && (
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<div className="bg-white rounded-lg shadow p-12">
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<div className="flex flex-col items-center justify-center">
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<div className="animate-spin rounded-full h-12 w-12 border-b-2 border-blue-600 mb-4"></div>
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<p className="text-gray-600">Analyzing your notes...</p>
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</div>
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</div>
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)}
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{/* Empty State */}
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{!loading && clusters.length === 0 && (
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<div className="bg-white rounded-lg shadow p-12">
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<div className="flex flex-col items-center justify-center text-center">
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<svg className="w-24 h-24 text-gray-400 mb-4" fill="none" viewBox="0 0 24 24" stroke="currentColor">
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<path strokeLinecap="round" strokeLinejoin="round" strokeWidth={1} d="M19 11H5m14 0a2 2 0 012 2v6a2 2 0 01-2 2H5a2 2 0 01-2-2v-6a2 2 0 012-2m14 0V9a2 2 0 00-2-2M5 11V9a2 2 0 012-2m0 0V5a2 2 0 012-2h6a2 2 0 012 2v2M7 7h10" />
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</svg>
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<h3 className="text-xl font-semibold text-gray-900 mb-2">
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Not enough notes to analyze
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</h3>
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<p className="text-gray-600 mb-6">
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Create at least 10 notes to start discovering clusters and connections
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</p>
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<button
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onClick={() => router.push('/home')}
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className="px-6 py-2 bg-blue-600 text-white rounded-lg hover:bg-blue-700 transition-colors"
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>
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Create Notes
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</button>
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</div>
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</div>
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)}
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{/* Main Content */}
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{!loading && clusters.length > 0 && (
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<div className="grid grid-cols-1 lg:grid-cols-3 gap-6">
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{/* Visualization */}
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<div className="lg:col-span-2">
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<div className="bg-white rounded-lg shadow p-4">
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<h2 className="text-lg font-semibold mb-4">Cluster Visualization</h2>
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<ClusterVisualization
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clusters={clusters}
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bridgeNotes={bridgeNotes}
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onNodeClick={handleNoteClick}
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/>
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</div>
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</div>
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{/* Dashboard */}
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<div className="lg:col-span-1">
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<BridgeNotesDashboard onNoteClick={(noteId) => handleNoteClick(noteId, 'note')} />
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</div>
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</div>
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)}
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{/* Cluster List */}
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{!loading && clusters.length > 0 && (
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<div className="mt-8">
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<h2 className="text-lg font-semibold mb-4">All Clusters</h2>
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<div className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-4">
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{clusters.map((cluster) => (
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<div
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key={cluster.clusterId}
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className="bg-white rounded-lg shadow p-4 hover:shadow-md transition-shadow cursor-pointer"
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>
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<h3 className="font-semibold text-gray-900 mb-1">
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{cluster.name || `Cluster ${cluster.clusterId}`}
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</h3>
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<p className="text-sm text-gray-600">
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{cluster.noteIds.length} {cluster.noteIds.length === 1 ? 'note' : 'notes'}
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</p>
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</div>
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))}
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</div>
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</div>
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)}
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</div>
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)
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}
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