fix: memory graph progressively loads all data and remove background

- Switch to infinite query with viewport-triggered pagination (loads more when user zooms out 3x past node bounds)
- Remove maxNodes cap so all data renders
- Remove background color and dot pattern from graph
- Make document-memory edges light grey

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

Author: Dhravya

apps/web/components/graph-layout-view.tsx

@@ -42,7 +42,7 @@ export const GraphLayoutView = memo<GraphLayoutViewProps>(({ isChatOpen }) => {
 					variant="consumer"
 					highlightDocumentIds={allHighlightDocumentIds}
 					highlightsVisible={isChatOpen}
-					maxNodes={200}
+					maxNodes={undefined}
 					canvasRef={canvasRef}
 				/>
 			</div>

apps/web/components/memory-graph/hooks/use-graph-api.ts

@@ -126,10 +126,7 @@ export function useGraphApi(options: UseGraphApiOptions = {}) {
 		},
 		getNextPageParam: (lastPage) => {
 			const { currentPage, totalPages } = lastPage.pagination
-			if (currentPage < totalPages) {
-				return currentPage + 1
-			}
-			return undefined
+			return currentPage < totalPages ? currentPage + 1 : undefined
 		},
 		staleTime: 30 * 1000,
 		enabled,

apps/web/components/memory-graph/memory-graph-wrapper.tsx

@@ -27,7 +27,7 @@ export function MemoryGraph({
 	error: externalError = null,
 	variant = "console",
 	containerTags,
-	maxNodes = 200,
+	maxNodes,
 	canvasRef,
 	...rest
 }: MemoryGraphWrapperProps) {
@@ -59,7 +59,7 @@ export function MemoryGraph({
 	})
 
 	return (
-		<div ref={containerRef} className="w-full h-full">
+		<div ref={containerRef} className="w-full h-full [&>div]:!bg-none">
 			<MemoryGraphBase
 				documents={documents}
 				isLoading={externalIsLoading || apiIsLoading}
@@ -71,6 +71,10 @@ export function MemoryGraph({
 				maxNodes={maxNodes}
 				canvasRef={canvasRef}
 				totalCount={totalCount}
+				colors={{
+					bg: "transparent",
+					edgeDerives: "#9ca3af",
+				} as any}
 				{...rest}
 			>
 				{children}

apps/web/package.json

@@ -44,7 +44,10 @@
     "@react-router/fs-routes": "^7.6.2",
     "@react-router/node": "^7.6.2",
     "@react-router/serve": "^7.6.2",
+    "@repo/lib": "workspace:*",
+    "@repo/validation": "workspace:*",
     "@sentry/nextjs": "^10.33.0",
+    "@supermemory/memory-graph": "^0.2.0",
     "@tailwindcss/typography": "^0.5.16",
     "@tanstack/react-form": "^1.12.4",
     "@tanstack/react-query": "^5.90.14",
@@ -104,10 +107,7 @@
     "tw-animate-css": "^1.3.4",
     "use-debounce": "^10.1.0",
     "vaul": "^1.1.2",
-    "zustand": "^5.0.7",
-    "@repo/lib": "workspace:*",
-    "@repo/validation": "workspace:*",
-    "@supermemory/memory-graph": "workspace:*"
+    "zustand": "^5.0.7"
   },
   "devDependencies": {
     "@biomejs/biome": "^2.2.2",

bun.lock

@@ -185,17 +185,56 @@ export function MemoryGraph({
 		// Drag end handled by InputHandler
 	}, [])
 
+	// Load more when user zooms out enough that visible area dwarfs the node extent
+	const loadMoreTimerRef = useRef<ReturnType<typeof setTimeout> | null>(null)
+	const loadMoreRef = useRef({ hasMore, isLoadingMore, onLoadMore })
+	loadMoreRef.current = { hasMore, isLoadingMore, onLoadMore }
+
 	const handleViewportChange = useCallback(
 		(zoom: number, popoverVisible: boolean) => {
 			setZoomDisplay(Math.round(zoom * 100))
-			// Only increment viewportVersion (which triggers popover repositioning
-			// via activePopoverPosition useMemo) when a popover is actually visible.
-			// This avoids 60fps React reconciliation during plain panning/zooming.
 			if (popoverVisible) {
 				setViewportVersion((v) => v + 1)
 			}
+
+			const { hasMore: more, isLoadingMore: loading, onLoadMore: load } = loadMoreRef.current
+			if (!more || loading || !load || !viewportRef.current) return
+
+			const vp = viewportRef.current
+			const currentNodes = nodes
+			if (currentNodes.length === 0) return
+
+			const topLeft = vp.screenToWorld(0, 0)
+			const bottomRight = vp.screenToWorld(containerSize.width, containerSize.height)
+			const viewW = bottomRight.x - topLeft.x
+			const viewH = bottomRight.y - topLeft.y
+
+			let minX = Infinity
+			let minY = Infinity
+			let maxX = -Infinity
+			let maxY = -Infinity
+			for (const n of currentNodes) {
+				if (n.x < minX) minX = n.x
+				if (n.y < minY) minY = n.y
+				if (n.x > maxX) maxX = n.x
+				if (n.y > maxY) maxY = n.y
+			}
+
+			const nodeW = maxX - minX || 1
+			const nodeH = maxY - minY || 1
+
+			// Only trigger when the visible area is 3x larger than the node extent
+			// (i.e. user has zoomed out significantly past the data)
+			const zoomedOut = viewW > nodeW * 3 || viewH > nodeH * 3
+
+			if (zoomedOut && !loadMoreTimerRef.current) {
+				loadMoreTimerRef.current = setTimeout(() => {
+					loadMoreTimerRef.current = null
+					loadMoreRef.current.onLoadMore?.()
+				}, 500)
+			}
 		},
-		[],
+		[nodes, containerSize.width, containerSize.height],
 	)
 
 	// Navigation
@@ -509,7 +548,7 @@ export function MemoryGraph({
 			display: "flex",
 			alignItems: "center",
 			justifyContent: "center",
-			backgroundColor: colors.bg,
+			backgroundColor: "transparent",
 			borderRadius: 12,
 		}
 
@@ -535,9 +574,7 @@ export function MemoryGraph({
 		height: "100%",
 		borderRadius: 12,
 		overflow: "hidden",
-		backgroundColor: colors.bg,
-		backgroundImage: `radial-gradient(circle, ${colors.textMuted} 0.5px, transparent 0.5px)`,
-		backgroundSize: "16px 16px",
+		backgroundColor: "transparent",
 	}
 
 	const canvasContainerStyle: React.CSSProperties = {
@@ -576,30 +613,6 @@ export function MemoryGraph({
 				colors={colors}
 			/>
 
-			{!isLoading && hasMore && onLoadMore && (
-				<button
-					type="button"
-					onClick={onLoadMore}
-					style={{
-						position: "absolute",
-						top: 16,
-						right: 16,
-						zIndex: 30,
-						borderRadius: 12,
-						border: `1px solid ${colors.controlBorder}`,
-						backgroundColor: colors.controlBg,
-						color: colors.textSecondary,
-						paddingLeft: 16,
-						paddingRight: 16,
-						paddingTop: 8,
-						paddingBottom: 8,
-						fontSize: 13,
-						cursor: "pointer",
-					}}
-				>
-					{isLoadingMore ? "Loading..." : "Load more"}
-				</button>
-			)}
 
 			{!isLoading && !nodes.some((n) => n.type === "document") && children && (
 				<div style={emptyStateStyle}>{children}</div>