feat(cluster): implement cluster detection and bridge notes discovery
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>
This commit is contained in:
Antigravity
210
memento-note/app/(main)/insights/page.tsx
Normal file
210
memento-note/app/(main)/insights/page.tsx
Normal file
@@ -0,0 +1,210 @@
|
||||
'use client'
|
||||
|
||||
import { useState, useEffect } from 'react'
|
||||
import { ClusterVisualization } from '@/components/cluster-visualization'
|
||||
import { BridgeNotesDashboard } from '@/components/bridge-notes-dashboard'
|
||||
import { useRouter } from 'next/navigation'
|
||||
|
||||
interface Cluster {
|
||||
clusterId: number
|
||||
name?: string
|
||||
noteIds: string[]
|
||||
}
|
||||
|
||||
interface BridgeNote {
|
||||
noteId: string
|
||||
bridgeScore: number
|
||||
clustersConnected: number[]
|
||||
note?: {
|
||||
id: string
|
||||
title: string | null
|
||||
content: string
|
||||
}
|
||||
}
|
||||
|
||||
export default function InsightsPage() {
|
||||
const router = useRouter()
|
||||
const [clusters, setClusters] = useState<Cluster[]>([])
|
||||
const [bridgeNotes, setBridgeNotes] = useState<BridgeNote[]>([])
|
||||
const [loading, setLoading] = useState(true)
|
||||
const [recalculating, setRecalculating] = useState(false)
|
||||
const [message, setMessage] = useState<string | null>(null)
|
||||
|
||||
useEffect(() => {
|
||||
loadClusters()
|
||||
}, [])
|
||||
|
||||
const loadClusters = async () => {
|
||||
setLoading(true)
|
||||
try {
|
||||
const res = await fetch('/api/clusters')
|
||||
if (res.ok) {
|
||||
const data = await res.json()
|
||||
setClusters(data.clusters || [])
|
||||
|
||||
if (data.message) {
|
||||
setMessage(data.message)
|
||||
}
|
||||
}
|
||||
} catch (error) {
|
||||
console.error('Error loading clusters:', error)
|
||||
setMessage('Failed to load clusters')
|
||||
} finally {
|
||||
setLoading(false)
|
||||
}
|
||||
}
|
||||
|
||||
const recalculateClusters = async () => {
|
||||
setRecalculating(true)
|
||||
try {
|
||||
const res = await fetch('/api/clusters', {
|
||||
method: 'POST',
|
||||
headers: { 'Content-Type': 'application/json' },
|
||||
body: JSON.stringify({ force: true })
|
||||
})
|
||||
|
||||
if (res.ok) {
|
||||
const data = await res.json()
|
||||
setClusters(data.clusters || [])
|
||||
setBridgeNotes(data.bridgeNotes || [])
|
||||
setMessage(data.message || 'Clusters recalculated successfully')
|
||||
}
|
||||
} catch (error) {
|
||||
console.error('Error recalculating clusters:', error)
|
||||
setMessage('Failed to recalculate clusters')
|
||||
} finally {
|
||||
setRecalculating(false)
|
||||
}
|
||||
}
|
||||
|
||||
const handleNoteClick = (noteId: string, type: 'note' | 'cluster') => {
|
||||
if (type === 'note') {
|
||||
router.push(`/home?note=${noteId}`)
|
||||
}
|
||||
}
|
||||
|
||||
return (
|
||||
<div className="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8 py-8">
|
||||
{/* Header */}
|
||||
<div className="mb-8">
|
||||
<h1 className="text-3xl font-bold text-gray-900">
|
||||
Insights
|
||||
</h1>
|
||||
<p className="mt-2 text-gray-600">
|
||||
Discover thematic clusters and connections in your notes
|
||||
</p>
|
||||
</div>
|
||||
|
||||
{/* Stats Bar */}
|
||||
<div className="grid grid-cols-1 md:grid-cols-4 gap-4 mb-8">
|
||||
<div className="bg-white rounded-lg shadow p-4">
|
||||
<div className="text-sm text-gray-500">Total Clusters</div>
|
||||
<div className="text-2xl font-bold text-gray-900">{clusters.length}</div>
|
||||
</div>
|
||||
<div className="bg-white rounded-lg shadow p-4">
|
||||
<div className="text-sm text-gray-500">Bridge Notes</div>
|
||||
<div className="text-2xl font-bold text-gray-900">{bridgeNotes.length}</div>
|
||||
</div>
|
||||
<div className="bg-white rounded-lg shadow p-4">
|
||||
<div className="text-sm text-gray-500">Notes Analyzed</div>
|
||||
<div className="text-2xl font-bold text-gray-900">
|
||||
{clusters.reduce((sum, c) => sum + c.noteIds.length, 0)}
|
||||
</div>
|
||||
</div>
|
||||
<div className="bg-white rounded-lg shadow p-4">
|
||||
<button
|
||||
onClick={recalculateClusters}
|
||||
disabled={recalculating || loading}
|
||||
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"
|
||||
>
|
||||
{recalculating ? 'Calculating...' : 'Recalculate'}
|
||||
</button>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
{/* Message */}
|
||||
{message && (
|
||||
<div className="mb-6 p-4 bg-blue-50 border border-blue-200 rounded-lg">
|
||||
<p className="text-sm text-blue-800">{message}</p>
|
||||
</div>
|
||||
)}
|
||||
|
||||
{/* Loading State */}
|
||||
{loading && (
|
||||
<div className="bg-white rounded-lg shadow p-12">
|
||||
<div className="flex flex-col items-center justify-center">
|
||||
<div className="animate-spin rounded-full h-12 w-12 border-b-2 border-blue-600 mb-4"></div>
|
||||
<p className="text-gray-600">Analyzing your notes...</p>
|
||||
</div>
|
||||
</div>
|
||||
)}
|
||||
|
||||
{/* Empty State */}
|
||||
{!loading && clusters.length === 0 && (
|
||||
<div className="bg-white rounded-lg shadow p-12">
|
||||
<div className="flex flex-col items-center justify-center text-center">
|
||||
<svg className="w-24 h-24 text-gray-400 mb-4" fill="none" viewBox="0 0 24 24" stroke="currentColor">
|
||||
<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" />
|
||||
</svg>
|
||||
<h3 className="text-xl font-semibold text-gray-900 mb-2">
|
||||
Not enough notes to analyze
|
||||
</h3>
|
||||
<p className="text-gray-600 mb-6">
|
||||
Create at least 10 notes to start discovering clusters and connections
|
||||
</p>
|
||||
<button
|
||||
onClick={() => router.push('/home')}
|
||||
className="px-6 py-2 bg-blue-600 text-white rounded-lg hover:bg-blue-700 transition-colors"
|
||||
>
|
||||
Create Notes
|
||||
</button>
|
||||
</div>
|
||||
</div>
|
||||
)}
|
||||
|
||||
{/* Main Content */}
|
||||
{!loading && clusters.length > 0 && (
|
||||
<div className="grid grid-cols-1 lg:grid-cols-3 gap-6">
|
||||
{/* Visualization */}
|
||||
<div className="lg:col-span-2">
|
||||
<div className="bg-white rounded-lg shadow p-4">
|
||||
<h2 className="text-lg font-semibold mb-4">Cluster Visualization</h2>
|
||||
<ClusterVisualization
|
||||
clusters={clusters}
|
||||
bridgeNotes={bridgeNotes}
|
||||
onNodeClick={handleNoteClick}
|
||||
/>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
{/* Dashboard */}
|
||||
<div className="lg:col-span-1">
|
||||
<BridgeNotesDashboard onNoteClick={(noteId) => handleNoteClick(noteId, 'note')} />
|
||||
</div>
|
||||
</div>
|
||||
)}
|
||||
|
||||
{/* Cluster List */}
|
||||
{!loading && clusters.length > 0 && (
|
||||
<div className="mt-8">
|
||||
<h2 className="text-lg font-semibold mb-4">All Clusters</h2>
|
||||
<div className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-4">
|
||||
{clusters.map((cluster) => (
|
||||
<div
|
||||
key={cluster.clusterId}
|
||||
className="bg-white rounded-lg shadow p-4 hover:shadow-md transition-shadow cursor-pointer"
|
||||
>
|
||||
<h3 className="font-semibold text-gray-900 mb-1">
|
||||
{cluster.name || `Cluster ${cluster.clusterId}`}
|
||||
</h3>
|
||||
<p className="text-sm text-gray-600">
|
||||
{cluster.noteIds.length} {cluster.noteIds.length === 1 ? 'note' : 'notes'}
|
||||
</p>
|
||||
</div>
|
||||
))}
|
||||
</div>
|
||||
</div>
|
||||
)}
|
||||
</div>
|
||||
)
|
||||
}
|
||||
Reference in New Issue
Block a user