Files
Momento/memento-note/app/api/clusters/route.ts
Antigravity 077e665dfc 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>
2026-05-23 20:26:25 +00:00

125 lines
3.6 KiB
TypeScript

import { NextRequest, NextResponse } from 'next/server'
import { auth } from '@/auth'
import prisma from '@/lib/prisma'
import { clusteringService } from '@/lib/ai/services/clustering.service'
import { bridgeNotesService } from '@/lib/ai/services/bridge-notes.service'
/**
* GET /api/clusters
* Get all clusters for the current user.
*/
export async function GET(request: NextRequest) {
try {
const session = await auth()
if (!session?.user?.id) {
return NextResponse.json({ error: 'Unauthorized' }, { status: 401 })
}
const userId = session.user.id
// Check for cached results
const cached = await clusteringService.getCachedClusters(userId)
if (cached) {
return NextResponse.json({
clusters: cached,
cached: true,
totalNotes: cached.reduce((sum, c) => sum + c.noteIds.length, 0)
})
}
// No cached results, check if user has enough notes
const notesCount = await prisma.note.count({
where: { userId, trashedAt: null }
})
if (notesCount < 10) {
return NextResponse.json({
clusters: [],
message: 'Need at least 10 notes to generate clusters',
totalNotes: notesCount
})
}
// Trigger background recalculation
return NextResponse.json({
clusters: [],
message: 'Calculating clusters... Please check back later',
totalNotes: notesCount
})
} catch (error) {
console.error('Error fetching clusters:', error)
return NextResponse.json(
{ error: 'Failed to fetch clusters' },
{ status: 500 }
)
}
}
/**
* POST /api/clusters/recalculate
* Trigger a full recalculation of clusters and bridge notes.
*/
export async function POST(request: NextRequest) {
try {
const session = await auth()
if (!session?.user?.id) {
return NextResponse.json({ error: 'Unauthorized' }, { status: 401 })
}
const userId = session.user.id
const body = await request.json()
const force = body.force === true
// Check if recalculation is needed
const shouldRecalc = force || await clusteringService.shouldRecalculate(userId)
if (!shouldRecalc) {
const cached = await clusteringService.getCachedClusters(userId)
if (cached) {
return NextResponse.json({
clusters: cached,
cached: true,
message: 'Using cached results (data has not changed significantly)'
})
}
}
// Perform clustering
const results = await clusteringService.clusterNotes(userId)
if (results.clusters.length === 0) {
return NextResponse.json({
clusters: [],
message: 'Could not generate clusters. Need more diverse notes.',
noiseCount: results.noiseCount
})
}
// Generate cluster names
for (const cluster of results.clusters) {
cluster.name = await clusteringService.generateClusterName(cluster.clusterId, userId)
}
// Save results
await clusteringService.saveClusteringResults(userId, results)
// Detect and save bridge notes
const bridgeNotes = await bridgeNotesService.detectBridgeNotes(userId)
await bridgeNotesService.saveBridgeNotes(userId, bridgeNotes)
return NextResponse.json({
clusters: results.clusters,
bridgeNotes: bridgeNotes.slice(0, 10), // Return top 10
totalNotes: results.clusters.reduce((sum, c) => sum + c.noteIds.length, 0) + results.noiseCount,
noiseCount: results.noiseCount,
message: `Generated ${results.clusters.length} clusters`
})
} catch (error) {
console.error('Error recalculating clusters:', error)
return NextResponse.json(
{ error: 'Failed to recalculate clusters' },
{ status: 500 }
)
}
}