diff --git a/fastapi_app.py b/fastapi_app.py
index 2d0c37c..3e8005f 100644
--- a/fastapi_app.py
+++ b/fastapi_app.py
@@ -630,10 +630,14 @@ def _graph_payload_from_rows(rows: list[sqlite3.Row], link_rows: list[sqlite3.Ro
content = (r["content"] or "").strip()
source = str(meta.get("source", "unknown") or "unknown")
+ tags = [t for t in _safe_json_extract_tags(r["metadata_json"]) if t.strip()]
+ primary_cluster = tags[0] if tags else source
add_node(eid, "engram", label=(content[:54] or eid[:8]), weight=float(meta.get("access_count", 0) or 0))
nodes[eid].update(
{
"source": source,
+ "cluster": primary_cluster,
+ "tags": tags[:8],
"confidence": float(meta.get("confidence", 0.0) or 0.0),
"created": meta.get("created", r["created_at"]),
"modified": meta.get("modified", r["modified_at"]),
@@ -646,17 +650,20 @@ def _graph_payload_from_rows(rows: list[sqlite3.Row], link_rows: list[sqlite3.Ro
sid = f"source:{source}"
add_node(sid, "source", label=source, weight=5)
+ nodes[sid]["cluster"] = source
add_edge(eid, sid, "from_source", 0.45)
- for t in _safe_json_extract_tags(r["metadata_json"]):
+ for t in tags:
tid = f"tag:{t}"
add_node(tid, "tag", label=t, weight=2)
+ nodes[tid]["cluster"] = t
add_edge(eid, tid, "has_tag", 0.35)
host = _host_from_meta(r["metadata_json"])
if host:
hid = f"host:{host}"
add_node(hid, "host", label=host, weight=3)
+ nodes[hid]["cluster"] = source
add_edge(eid, hid, "grounded_at", 0.25)
for lr in link_rows:
diff --git a/static/style.css b/static/style.css
index efdb15a..7e1ceef 100644
--- a/static/style.css
+++ b/static/style.css
@@ -10,10 +10,10 @@ body {
}
.app {
- max-width: 480px;
+ max-width: 1180px;
margin: 0 auto;
min-height: 100vh;
- background: #141419;
+ background: radial-gradient(circle at 50% 12%, #162238 0%, #11131d 42%, #0b0d13 100%);
width: 100%;
}
@@ -165,11 +165,14 @@ body {
/* Graph canvas */
#graphCanvas{
display:block;
- margin: 8px auto 0;
- background:#02040a;
- border:1px solid #172033;
+ margin: 10px auto 0;
+ background:#01030a;
+ border:0;
border-radius: 50%;
- box-shadow: 0 0 28px rgba(34,211,238,0.08), inset 0 0 42px rgba(124,58,237,0.08);
+ box-shadow:
+ 0 0 48px rgba(34,211,238,0.14),
+ 0 0 120px rgba(236,72,153,0.08),
+ inset 0 0 56px rgba(124,58,237,0.10);
touch-action: none;
}
@@ -181,8 +184,8 @@ body {
flex-wrap: wrap;
}
.graph-controls .btn{
- background:#1e1e28;
- border:1px solid #2a2a3a;
+ background:rgba(12,18,31,0.88);
+ border:1px solid rgba(74,94,130,0.55);
border-radius: 10px;
padding: 8px 10px;
color:#cfd3ff;
@@ -194,19 +197,19 @@ body {
box-shadow:0 0 0 1px rgba(108,138,245,0.18) inset;
}
.graph-mode{
- color:#8ef6e4;
+ color:#a7f3d0;
font-size:0.78rem;
font-weight:700;
padding: 6px 8px;
- border:1px solid #173c42;
- background:#07151b;
+ border:1px solid rgba(52,211,153,0.35);
+ background:rgba(4,18,20,0.82);
border-radius: 8px;
}
.graph-legend{
margin: 8px 12px 0;
padding: 10px 12px;
- background:#1a1a24;
- border:1px solid #252533;
+ background:rgba(11,15,25,0.72);
+ border:1px solid rgba(65,78,112,0.4);
border-radius: 14px;
color:#b9b9c9;
font-size:0.8rem;
@@ -222,12 +225,45 @@ body {
.graph-live{
margin: 8px 12px 0;
padding: 10px 12px;
- background:#101820;
- border:1px solid #22303d;
+ background:rgba(5,12,20,0.78);
+ border:1px solid rgba(56,189,248,0.22);
border-radius: 10px;
color:#bfe8df;
font-size:0.78rem;
}
+.graph-insights{
+ display:grid;
+ grid-template-columns: repeat(auto-fit, minmax(120px, 1fr));
+ gap: 8px;
+ margin: 8px 12px 0;
+}
+.graph-chip{
+ min-height: 44px;
+ padding: 8px 10px;
+ border: 1px solid rgba(80,96,130,0.42);
+ border-radius: 8px;
+ background: rgba(10,15,26,0.72);
+ color: #dbeafe;
+ overflow: hidden;
+}
+.graph-chip b{
+ display:block;
+ font-size: 0.78rem;
+ white-space: nowrap;
+ overflow: hidden;
+ text-overflow: ellipsis;
+}
+.graph-chip span{
+ display:block;
+ color:#8aa0c7;
+ font-size:0.72rem;
+ margin-top:2px;
+}
+
+@media (max-width: 560px) {
+ .app { max-width: 100%; }
+ .graph-controls .btn { padding: 8px 9px; }
+}
.graph-live-title{
color:#e8fffb;
font-weight:700;
diff --git a/templates/dashboard.html b/templates/dashboard.html
index 3d631f9..5301098 100644
--- a/templates/dashboard.html
+++ b/templates/dashboard.html
@@ -67,16 +67,17 @@
- Live physics on
+ Graph 2.0 live
Lade Graph…
+
-
Graph: Live Cluster wie Obsidian. Zoom per Pinch, Pan per Drag. Tap auf Engram öffnet Details, Tap auf Tag setzt Suche.
+
Graph 2.0: Topic-Cluster, Brücken und Live-Deltas. Zoom per Pinch, Pan per Drag. Tap auf Engram öffnet Details, Tap auf Tag setzt Suche.
Engram
Tag
Quelle
@@ -348,7 +349,7 @@ async function loadGraph() {
_graphDraw();
try {
let offset = 0;
- const chunkSize = maxEngrams && maxEngrams <= 1000 ? 400 : 900;
+ const chunkSize = maxEngrams && maxEngrams <= 1000 ? 500 : 1800;
while (token === graphState.loadingToken) {
const limit = maxEngrams ? Math.min(chunkSize, Math.max(0, maxEngrams - offset)) : chunkSize;
if (limit <= 0) break;
@@ -420,7 +421,10 @@ let graphState = {
edgeKeys: new Set(),
sourceIndex: new Map(),
sourceCounts: new Map(),
+ clusterIndex: new Map(),
+ clusterCounts: new Map(),
nextSourceIndex: 0,
+ nextClusterIndex: 0,
loadingToken: 0,
totalEngrams: 0,
loadedEngrams: 0,
@@ -454,7 +458,10 @@ function _graphResetData() {
graphState.edgeKeys = new Set();
graphState.sourceIndex = new Map();
graphState.sourceCounts = new Map();
+ graphState.clusterIndex = new Map();
+ graphState.clusterCounts = new Map();
graphState.nextSourceIndex = 0;
+ graphState.nextClusterIndex = 0;
graphState.totalEngrams = 0;
graphState.loadedEngrams = 0;
graphState.lastModified = null;
@@ -477,18 +484,32 @@ function _graphHashUnit(s) {
function _graphPalette(seed) {
const palette = [
- [34, 211, 238], // cyan
- [244, 114, 182], // pink
- [168, 85, 247], // purple
- [74, 222, 128], // green
- [248, 113, 113], // red
- [96, 165, 250], // blue
- [251, 191, 36], // amber
- [45, 212, 191], // teal
+ [34, 211, 238], [236, 72, 153], [168, 85, 247],
+ [74, 222, 128], [248, 113, 113], [96, 165, 250],
+ [251, 191, 36], [45, 212, 191], [250, 204, 21],
+ [129, 140, 248], [251, 113, 133], [52, 211, 153],
];
return palette[Math.floor(_graphHashUnit(seed) * palette.length) % palette.length];
}
+function _graphClusterKey(n) {
+ if (!n) return 'unknown';
+ const raw = n.cluster || (Array.isArray(n.tags) && n.tags[0]) || n.source || n.label || n.id || 'unknown';
+ return String(raw || 'unknown').slice(0, 80);
+}
+
+function _graphClusterCenter(cluster) {
+ const key = cluster || 'unknown';
+ if (!graphState.clusterIndex.has(key)) {
+ graphState.clusterIndex.set(key, graphState.nextClusterIndex++);
+ }
+ const i = graphState.clusterIndex.get(key);
+ if (i === 0) return {x: 0, y: 0};
+ const angle = i * 2.399963 + _graphHashUnit(key) * 0.85;
+ const ring = 190 + Math.sqrt(i) * 78;
+ return {x: Math.cos(angle) * ring, y: Math.sin(angle) * ring};
+}
+
function _graphSourceCenter(source) {
const key = source || 'unknown';
if (!graphState.sourceIndex.has(key)) {
@@ -505,28 +526,30 @@ function _graphSourceCenter(source) {
function _graphPlaceNode(n) {
if (n.kind === 'source') {
- return _graphSourceCenter((n.label || n.id || '').replace(/^source:/, ''));
+ const p = _graphSourceCenter((n.label || n.id || '').replace(/^source:/, ''));
+ return {x: p.x * 0.55, y: p.y * 0.55};
}
if (n.kind === 'tag') {
+ const p = _graphClusterCenter(n.label || n.id);
const angle = _graphHashUnit(n.id) * Math.PI * 2;
- const ring = 470 + (_graphHashUnit(n.id + ':r') * 260);
- return {x: Math.cos(angle) * ring, y: Math.sin(angle) * ring};
+ const ring = 24 + (_graphHashUnit(n.id + ':r') * 54);
+ return {x: p.x + Math.cos(angle) * ring, y: p.y + Math.sin(angle) * ring};
}
if (n.kind === 'host') {
const angle = _graphHashUnit(n.id) * Math.PI * 2;
- const ring = 640 + (_graphHashUnit(n.id + ':r') * 220);
+ const ring = 540 + (_graphHashUnit(n.id + ':r') * 260);
return {x: Math.cos(angle) * ring, y: Math.sin(angle) * ring};
}
- // Obsidian-like "brain": each source gets a lobe, entries fill it as a
- // golden-angle cloud so 50k+ nodes appear immediately without edge layout.
- const source = n.source || 'unknown';
- const local = (graphState.sourceCounts.get(source) || 0) + 1;
- graphState.sourceCounts.set(source, local);
- const center = _graphSourceCenter(source);
- const angle = local * 2.399963 + _graphHashUnit(n.id) * 0.7;
- const radius = 18 + Math.sqrt(local) * 7.5 + _graphHashUnit(n.id + ':r') * 28;
- const squash = 0.94 + (_graphHashUnit(source) - 0.5) * 0.16;
+ // Graph 2.0: nodes live in topic lobes. This gives an InfraNodus-like
+ // overview immediately, before expensive edge physics has any work to do.
+ const cluster = _graphClusterKey(n);
+ const local = (graphState.clusterCounts.get(cluster) || 0) + 1;
+ graphState.clusterCounts.set(cluster, local);
+ const center = _graphClusterCenter(cluster);
+ const angle = local * 2.399963 + _graphHashUnit(n.id) * 0.9;
+ const radius = 14 + Math.sqrt(local) * 6.6 + _graphHashUnit(n.id + ':r') * 30;
+ const squash = 0.9 + (_graphHashUnit(cluster) - 0.5) * 0.24;
return {
x: center.x + Math.cos(angle) * radius * squash,
y: center.y + Math.sin(angle) * radius / squash,
@@ -546,6 +569,8 @@ function _graphEnsureSimNode(n) {
modified: n.modified ?? existing.modified,
last_accessed: n.last_accessed ?? existing.last_accessed,
source: n.source ?? existing.source,
+ cluster: n.cluster ?? existing.cluster,
+ tags: n.tags ?? existing.tags,
predict_locked: n.predict_locked ?? existing.predict_locked,
createdMs: Date.parse(n.created || existing.created || '') || existing.createdMs || 0,
modifiedMs: Date.parse(n.modified || existing.modified || '') || existing.modifiedMs || 0,
@@ -567,6 +592,8 @@ function _graphEnsureSimNode(n) {
modifiedMs: Date.parse(n.modified || '') || 0,
last_accessed: n.last_accessed,
source: n.source,
+ cluster: n.cluster,
+ tags: n.tags,
predict_locked: n.predict_locked,
x: p.x,
y: p.y,
@@ -649,11 +676,11 @@ function _graphNodeFill(n) {
}
if (n.kind === 'engram') {
- let base = _graphPalette(n.source || n.id);
+ let base = _graphPalette(_graphClusterKey(n));
const verdict = (n.verdict || '').toString();
if (verdict === 'confirmed_false') base = [248, 113, 113];
else if (verdict === 'confirmed_true') {
- const src = _graphPalette(n.source || n.id);
+ const src = _graphPalette(_graphClusterKey(n));
base = [Math.round((src[0] + 74) / 2), Math.round((src[1] + 222) / 2), Math.round((src[2] + 128) / 2)];
}
@@ -1107,21 +1134,21 @@ function _graphStepAmbient(alpha = 1.0) {
if (!count) return;
// Keep the full 50k+ graph alive without doing an expensive all-node force
// solve: tiny deterministic drift plus stronger movement on fresh/hub nodes.
- const sample = Math.min(count, 900);
+ const sample = Math.min(count, 1400);
const start = Math.floor((t * 97) % count);
for (let k = 0; k < sample; k++) {
const n = sim[(start + k * 13) % count];
- const amp = (n.kind === 'engram') ? 0.018 : 0.05;
+ const amp = (n.kind === 'engram') ? 0.026 : 0.07;
n.x += Math.sin(t * 0.7 + _graphHashUnit(n.id) * 6.283) * amp * alpha;
n.y += Math.cos(t * 0.6 + _graphHashUnit(n.id + ':y') * 6.283) * amp * alpha;
}
const recentCutoff = now - 12 * 60 * 1000;
for (const n of sim) {
if (n.kind === 'source' || n.kind === 'tag' || (n.modifiedMs || n.createdMs || 0) > recentCutoff) {
- const home = n.kind === 'engram' ? _graphSourceCenter(n.source || 'unknown') : null;
+ const home = n.kind === 'engram' ? _graphClusterCenter(_graphClusterKey(n)) : (n.kind === 'tag' ? _graphClusterCenter(n.label || n.id) : null);
if (home) {
- n.vx += (home.x - n.x) * 0.00003 * alpha;
- n.vy += (home.y - n.y) * 0.00003 * alpha;
+ n.vx += (home.x - n.x) * 0.00004 * alpha;
+ n.vy += (home.y - n.y) * 0.00004 * alpha;
}
n.vx *= 0.92; n.vy *= 0.92;
n.x += n.vx; n.y += n.vy;
@@ -1133,8 +1160,38 @@ function _graphEdgeColor(kind) {
const k = (kind || '').toString().toLowerCase();
if (k.includes('tag')) return '#7c3aed';
if (k.includes('host')) return '#f59e0b';
+ if (k.includes('source')) return '#22d3ee';
if (k.includes('ref')) return '#10b981';
- return '#3a3a55';
+ return '#64748b';
+}
+
+function _graphDenseEdgeVisible(l) {
+ if (!l || !l.a || !l.b) return false;
+ if (l.kind === 'link') return true;
+ const da = graphState.degree.get(l.a.id) || 0;
+ const db = graphState.degree.get(l.b.id) || 0;
+ if (l.a.kind !== 'engram' || l.b.kind !== 'engram') return Math.max(da, db) >= 28;
+ const h = _graphHashUnit(`${l.a.id}:${l.b.id}:${l.kind}`);
+ return h > 0.982;
+}
+
+function _graphRenderInsights() {
+ const el = document.getElementById('graphInsights');
+ if (!el) return;
+ const clusters = Array.from(graphState.clusterCounts.entries())
+ .sort((a, b) => b[1] - a[1])
+ .slice(0, 5);
+ const live = graphState.sim.filter(n => {
+ const ms = n.modifiedMs || n.createdMs || 0;
+ return ms && (graphState.drawNow - ms) < 15 * 60 * 1000;
+ }).length;
+ const html = [
+ `
${graphState.sim.length}Knoten live
`,
+ `
${graphState.links.length}Beziehungen
`,
+ `
${live}aktiv / neu
`,
+ ...clusters.map(([name, count]) => `
${escapeHtml(name)}${count} Einträge
`),
+ ].join('');
+ el.innerHTML = html;
}
function _graphDraw() {
@@ -1163,14 +1220,17 @@ function _graphDraw() {
const term = (graphState.search || '').trim();
const dense = graphState.sim.length > 12000;
- const drawEdges = !dense || term || graphState.selectedId;
- if (drawEdges) for (const l of graphState.links) {
+ let drawnEdges = 0;
+ const maxDenseEdges = graphState.selectedId || term ? 5000 : 2400;
+ for (const l of graphState.links) {
const isMatchEdge = term && (_graphMatches(l.a, term) || _graphMatches(l.b, term));
const selectedEdge = graphState.selectedId && (l.a.id === graphState.selectedId || l.b.id === graphState.selectedId);
- if (dense && !isMatchEdge && !selectedEdge && l.kind !== 'link') continue;
+ if (dense && !isMatchEdge && !selectedEdge && !_graphDenseEdgeVisible(l)) continue;
+ if (dense && !isMatchEdge && !selectedEdge && drawnEdges >= maxDenseEdges) continue;
+ drawnEdges++;
const w = Math.max(0.2, Math.min(3.0, (l.weight || 1.0)));
ctx.lineWidth = (0.6 + w) / graphState.zoom;
- ctx.globalAlpha = isMatchEdge || selectedEdge ? 0.9 : (dense ? 0.12 : (0.20 + Math.min(0.35, w * 0.18)));
+ ctx.globalAlpha = isMatchEdge || selectedEdge ? 0.9 : (dense ? 0.16 : (0.20 + Math.min(0.35, w * 0.18)));
ctx.strokeStyle = isMatchEdge ? '#f7d154' : _graphEdgeColor(l.kind);
ctx.beginPath();
ctx.moveTo(l.a.x, l.a.y);
@@ -1249,12 +1309,16 @@ function _graphDraw() {
ctx.save();
ctx.beginPath();
ctx.arc(cx, cy, viewR, 0, Math.PI * 2);
- ctx.strokeStyle = 'rgba(34, 211, 238, 0.18)';
- ctx.lineWidth = 1.2;
+ ctx.strokeStyle = 'rgba(34, 211, 238, 0.05)';
+ ctx.lineWidth = 0.8;
ctx.stroke();
ctx.restore();
const loaded = graphState.totalEngrams ? ` | engrams=${graphState.loadedEngrams}/${graphState.totalEngrams}` : '';
hint.textContent = `nodes=${graphState.nodes.length} edges=${graphState.edges.length}${loaded}` + (term ? ` | match=${matches}` : '');
+ if (!graphState._lastInsightsAt || graphState.drawNow - graphState._lastInsightsAt > 1500) {
+ graphState._lastInsightsAt = graphState.drawNow;
+ _graphRenderInsights();
+ }
}
function _graphLoop() {