From 1b9b3012e37284d67d9061c6a13dd53cfeb7463f Mon Sep 17 00:00:00 2001
From: nexxeln <95541290+nexxeln@users.noreply.github.com>
Date: Thu, 4 Dec 2025 18:56:40 +0000
Subject: add docs for graph package (#603)

---
 apps/docs/docs.json                      |  12 +
 apps/docs/memory-graph/api-reference.mdx | 334 +++++++++++++++++++++++++
 apps/docs/memory-graph/examples.mdx      | 407 +++++++++++++++++++++++++++++++
 apps/docs/memory-graph/installation.mdx  |  28 +++
 apps/docs/memory-graph/npm.mdx           |   5 +
 apps/docs/memory-graph/overview.mdx      |  38 +++
 apps/docs/memory-graph/quickstart.mdx    | 207 ++++++++++++++++
 packages/memory-graph/README.md          | 372 ++++------------------------
 8 files changed, 1075 insertions(+), 328 deletions(-)
 create mode 100644 apps/docs/memory-graph/api-reference.mdx
 create mode 100644 apps/docs/memory-graph/examples.mdx
 create mode 100644 apps/docs/memory-graph/installation.mdx
 create mode 100644 apps/docs/memory-graph/npm.mdx
 create mode 100644 apps/docs/memory-graph/overview.mdx
 create mode 100644 apps/docs/memory-graph/quickstart.mdx

diff --git a/apps/docs/docs.json b/apps/docs/docs.json
index dab7caeb..347d6df5 100644
--- a/apps/docs/docs.json
+++ b/apps/docs/docs.json
@@ -213,6 +213,18 @@
 									"ai-sdk/infinite-chat",
 									"ai-sdk/npm"
 								]
+							},
+							{
+								"group": "Memory Graph",
+								"icon": "network",
+								"pages": [
+									"memory-graph/overview",
+									"memory-graph/installation",
+									"memory-graph/quickstart",
+									"memory-graph/api-reference",
+									"memory-graph/examples",
+									"memory-graph/npm"
+								]
 							}
 						]
 					}
diff --git a/apps/docs/memory-graph/api-reference.mdx b/apps/docs/memory-graph/api-reference.mdx
new file mode 100644
index 00000000..92641a74
--- /dev/null
+++ b/apps/docs/memory-graph/api-reference.mdx
@@ -0,0 +1,334 @@
+---
+title: 'API Reference'
+description: 'Complete reference for Memory Graph props and types'
+---
+
+## Component Props
+
+### MemoryGraph
+
+The main graph component.
+
+#### Core Props
+
+<ParamField path="documents" type="DocumentWithMemories[]" required>
+  Array of documents to display in the graph. Each document must include its memory entries.
+</ParamField>
+
+<ParamField path="isLoading" type="boolean" default="false">
+  Shows a loading indicator when true.
+</ParamField>
+
+<ParamField path="error" type="Error | null" default="null">
+  Error object to display. Shows an error message overlay when set.
+</ParamField>
+
+<ParamField path="variant" type='"console" | "consumer"' default='"console"'>
+  Visual variant:
+  - `console`: Full-featured dashboard view (0.8x zoom, space selector visible)
+  - `consumer`: Embedded widget view (0.5x zoom, space selector hidden)
+</ParamField>
+
+<ParamField path="children" type="ReactNode">
+  Content to render when no documents exist. Useful for empty states.
+</ParamField>
+
+#### Pagination Props
+
+<ParamField path="isLoadingMore" type="boolean" default="false">
+  Shows a subtle indicator when loading additional documents.
+</ParamField>
+
+<ParamField path="hasMore" type="boolean" default="false">
+  Whether more documents are available to load.
+</ParamField>
+
+<ParamField path="totalLoaded" type="number">
+  Total number of documents currently loaded. Shown in loading indicator.
+</ParamField>
+
+<ParamField path="loadMoreDocuments" type="() => Promise<void>">
+  Callback to load more documents. Called automatically when viewport shows most documents.
+</ParamField>
+
+<ParamField path="autoLoadOnViewport" type="boolean" default="true">
+  Automatically load more documents when 80% are visible in viewport.
+</ParamField>
+
+#### Display Props
+
+<ParamField path="showSpacesSelector" type="boolean">
+  Show or hide the space filter dropdown. Defaults to `true` for console variant, `false` for consumer.
+</ParamField>
+
+<ParamField path="highlightDocumentIds" type="string[]" default="[]">
+  Array of document IDs to highlight with a pulsing outline. Accepts both `customId` and internal `id`.
+</ParamField>
+
+<ParamField path="highlightsVisible" type="boolean" default="true">
+  Controls whether highlights are shown. Useful for toggling highlights without changing the array.
+</ParamField>
+
+<ParamField path="occludedRightPx" type="number" default="0">
+  Pixels occluded on the right side (e.g., by a sidebar). Graph auto-fits accounting for this space.
+</ParamField>
+
+<ParamField path="legendId" type="string">
+  Custom ID for the legend component. Useful for testing or styling.
+</ParamField>
+
+#### Controlled State Props
+
+<ParamField path="selectedSpace" type="string">
+  Currently selected space. When provided, makes space selection controlled. Use `"all"` for all spaces.
+</ParamField>
+
+<ParamField path="onSpaceChange" type="(spaceId: string) => void">
+  Callback when space selection changes. Required when using `selectedSpace`.
+</ParamField>
+
+<ParamField path="memoryLimit" type="number">
+  Maximum memories to show per document when a specific space is selected. Only applies when `selectedSpace !== "all"`.
+</ParamField>
+
+<ParamField path="isExperimental" type="boolean" default="false">
+  Enable experimental features. Currently unused but reserved for future features.
+</ParamField>
+
+## Data Types
+
+### DocumentWithMemories
+
+```typescript
+interface DocumentWithMemories {
+  id: string;
+  customId?: string | null;
+  contentHash: string | null;
+  orgId: string;
+  userId: string;
+  connectionId?: string | null;
+  title?: string | null;
+  content?: string | null;
+  summary?: string | null;
+  url?: string | null;
+  source?: string | null;
+  type?: string | null;
+  status: 'pending' | 'processing' | 'done' | 'failed';
+  metadata?: Record<string, string | number | boolean> | null;
+  processingMetadata?: Record<string, unknown> | null;
+  raw?: string | null;
+  tokenCount?: number | null;
+  wordCount?: number | null;
+  chunkCount?: number | null;
+  averageChunkSize?: number | null;
+  summaryEmbedding?: number[] | null;
+  summaryEmbeddingModel?: string | null;
+  createdAt: string | Date;
+  updatedAt: string | Date;
+  memoryEntries: MemoryEntry[];
+}
+```
+
+### MemoryEntry
+
+```typescript
+interface MemoryEntry {
+  id: string;
+  customId?: string | null;
+  documentId: string;
+  content: string | null;
+  summary?: string | null;
+  title?: string | null;
+  url?: string | null;
+  type?: string | null;
+  metadata?: Record<string, string | number | boolean> | null;
+  embedding?: number[] | null;
+  embeddingModel?: string | null;
+  tokenCount?: number | null;
+  createdAt: string | Date;
+  updatedAt: string | Date;
+
+  // Fields from join relationship
+  sourceAddedAt?: Date | null;
+  sourceRelevanceScore?: number | null;
+  sourceMetadata?: Record<string, unknown> | null;
+  spaceContainerTag?: string | null;
+
+  // Version chain fields
+  updatesMemoryId?: string | null;
+  nextVersionId?: string | null;
+  relation?: 'updates' | 'extends' | 'derives' | null;
+
+  // Memory status fields
+  isForgotten?: boolean;
+  forgetAfter?: Date | string | null;
+  isLatest?: boolean;
+
+  // Space/container fields
+  spaceId?: string | null;
+
+  // Legacy fields (for backwards compatibility)
+  memory?: string | null;
+  memoryRelations?: Array<{
+    relationType: 'updates' | 'extends' | 'derives';
+    targetMemoryId: string;
+  }> | null;
+  parentMemoryId?: string | null;
+}
+```
+
+### GraphNode
+
+Internal type for rendered nodes:
+
+```typescript
+interface GraphNode {
+  id: string;
+  type: 'document' | 'memory';
+  x: number;
+  y: number;
+  data: DocumentWithMemories | MemoryEntry;
+  size: number;
+  color: string;
+  isHovered: boolean;
+  isDragging: boolean;
+}
+```
+
+### GraphEdge
+
+Internal type for connections:
+
+```typescript
+interface GraphEdge {
+  id: string;
+  source: string;
+  target: string;
+  similarity: number;
+  edgeType: 'doc-memory' | 'doc-doc' | 'version';
+  relationType?: 'updates' | 'extends' | 'derives';
+  color: string;
+  visualProps: {
+    opacity: number;
+    thickness: number;
+    glow: number;
+    pulseDuration: number;
+  };
+}
+```
+
+## Exported Components
+
+Besides `MemoryGraph`, the package exports individual components for advanced use cases:
+
+### GraphCanvas
+
+Low-level canvas renderer. Not recommended for direct use.
+
+```typescript
+import { GraphCanvas } from '@supermemory/memory-graph';
+```
+
+### Legend
+
+Graph legend showing node types and counts.
+
+```typescript
+import { Legend } from '@supermemory/memory-graph';
+```
+
+### LoadingIndicator
+
+Loading state indicator with progress counter.
+
+```typescript
+import { LoadingIndicator } from '@supermemory/memory-graph';
+```
+
+### NodeDetailPanel
+
+Side panel showing node details when clicked.
+
+```typescript
+import { NodeDetailPanel } from '@supermemory/memory-graph';
+```
+
+### SpacesDropdown
+
+Space filter dropdown.
+
+```typescript
+import { SpacesDropdown } from '@supermemory/memory-graph';
+```
+
+## Exported Hooks
+
+### useGraphData
+
+Processes documents into graph nodes and edges.
+
+```typescript
+import { useGraphData } from '@supermemory/memory-graph';
+
+const { nodes, edges } = useGraphData(
+  data,
+  selectedSpace,
+  nodePositions,
+  draggingNodeId,
+  memoryLimit
+);
+```
+
+### useGraphInteractions
+
+Handles pan, zoom, and node interactions.
+
+```typescript
+import { useGraphInteractions } from '@supermemory/memory-graph';
+
+const {
+  panX,
+  panY,
+  zoom,
+  selectedNode,
+  handlePanStart,
+  handleWheel,
+  // ... more interaction handlers
+} = useGraphInteractions('console');
+```
+
+## Constants
+
+### colors
+
+Color palette used throughout the graph:
+
+```typescript
+import { colors } from '@supermemory/memory-graph';
+
+colors.document.primary;   // Document fill color
+colors.memory.primary;     // Memory fill color
+colors.connection.strong;  // Strong edge color
+```
+
+### GRAPH_SETTINGS
+
+Initial zoom and pan settings for variants:
+
+```typescript
+import { GRAPH_SETTINGS } from '@supermemory/memory-graph';
+
+GRAPH_SETTINGS.console.initialZoom;   // 0.8
+GRAPH_SETTINGS.consumer.initialZoom;  // 0.5
+```
+
+### LAYOUT_CONSTANTS
+
+Spatial layout configuration:
+
+```typescript
+import { LAYOUT_CONSTANTS } from '@supermemory/memory-graph';
+
+LAYOUT_CONSTANTS.clusterRadius;       // Memory orbit radius
+LAYOUT_CONSTANTS.documentSpacing;     // Distance between documents
+```
diff --git a/apps/docs/memory-graph/examples.mdx b/apps/docs/memory-graph/examples.mdx
new file mode 100644
index 00000000..14d615d5
--- /dev/null
+++ b/apps/docs/memory-graph/examples.mdx
@@ -0,0 +1,407 @@
+---
+title: 'Examples'
+description: 'Common use cases and implementation patterns'
+---
+
+## With Pagination
+
+Load documents in chunks for better performance with large datasets.
+
+```tsx
+'use client';
+
+import { MemoryGraph } from '@supermemory/memory-graph';
+import type { DocumentWithMemories } from '@supermemory/memory-graph';
+import { useCallback, useEffect, useState } from 'react';
+
+export default function PaginatedGraph() {
+  const [documents, setDocuments] = useState<DocumentWithMemories[]>([]);
+  const [page, setPage] = useState(1);
+  const [hasMore, setHasMore] = useState(true);
+  const [isLoading, setIsLoading] = useState(true);
+  const [isLoadingMore, setIsLoadingMore] = useState(false);
+
+  // Initial load
+  useEffect(() => {
+    fetchPage(1, false);
+  }, []);
+
+  const fetchPage = async (pageNum: number, append: boolean) => {
+    if (pageNum === 1) {
+      setIsLoading(true);
+    } else {
+      setIsLoadingMore(true);
+    }
+
+    const res = await fetch(`/api/graph?page=${pageNum}&limit=100`);
+    const data = await res.json();
+
+    if (append) {
+      setDocuments(prev => [...prev, ...data.documents]);
+    } else {
+      setDocuments(data.documents);
+    }
+
+    setHasMore(data.pagination.currentPage < data.pagination.totalPages);
+    setIsLoading(false);
+    setIsLoadingMore(false);
+  };
+
+  const loadMore = useCallback(async () => {
+    if (!isLoadingMore && hasMore) {
+      const nextPage = page + 1;
+      setPage(nextPage);
+      await fetchPage(nextPage, true);
+    }
+  }, [page, hasMore, isLoadingMore]);
+
+  return (
+    <div style={{ height: '100vh' }}>
+      <MemoryGraph
+        documents={documents}
+        isLoading={isLoading}
+        isLoadingMore={isLoadingMore}
+        hasMore={hasMore}
+        totalLoaded={documents.length}
+        loadMoreDocuments={loadMore}
+      />
+    </div>
+  );
+}
+```
+
+## Highlighting Search Results
+
+```tsx
+'use client';
+
+import { MemoryGraph } from '@supermemory/memory-graph';
+import { useState } from 'react';
+
+export default function SearchableGraph() {
+  const [documents, setDocuments] = useState([]);
+  const [searchResults, setSearchResults] = useState<string[]>([]);
+  const [searchQuery, setSearchQuery] = useState('');
+
+  const handleSearch = async (query: string) => {
+    setSearchQuery(query);
+
+    if (!query) {
+      setSearchResults([]);
+      return;
+    }
+
+    const res = await fetch(`/api/search?q=${encodeURIComponent(query)}`);
+    const data = await res.json();
+
+    // Extract document IDs from search results
+    const docIds = data.results.map(r => r.documentId);
+    setSearchResults(docIds);
+  };
+
+  return (
+    <div style={{ height: '100vh' }}>
+      <div style={{ position: 'absolute', top: 16, left: 16, zIndex: 10 }}>
+        <input
+          type="text"
+          placeholder="Search memories..."
+          value={searchQuery}
+          onChange={(e) => handleSearch(e.target.value)}
+          style={{
+            padding: '8px 12px',
+            borderRadius: 8,
+            border: '1px solid #333',
+            background: '#1a1a1a',
+            color: 'white',
+          }}
+        />
+      </div>
+
+      <MemoryGraph
+        documents={documents}
+        highlightDocumentIds={searchResults}
+        highlightsVisible={searchResults.length > 0}
+      />
+    </div>
+  );
+}
+```
+
+## Controlled Space Selection
+
+Control space filtering from outside the component.
+
+```tsx
+'use client';
+
+import { MemoryGraph } from '@supermemory/memory-graph';
+import { useState } from 'react';
+
+export default function ControlledSpaceGraph() {
+  const [documents, setDocuments] = useState([]);
+  const [selectedSpace, setSelectedSpace] = useState('all');
+
+  // Extract available spaces from documents
+  const spaces = Array.from(
+    new Set(
+      documents.flatMap(doc =>
+        doc.memoryEntries.map(m => m.spaceId || 'default')
+      )
+    )
+  );
+
+  return (
+    <div style={{ height: '100vh' }}>
+      <div style={{
+        position: 'absolute',
+        top: 16,
+        right: 16,
+        zIndex: 10,
+        background: '#1a1a1a',
+        padding: 16,
+        borderRadius: 8,
+        border: '1px solid #333',
+      }}>
+        <h3 style={{ margin: '0 0 12px 0', color: 'white' }}>Filters</h3>
+
+        <select
+          value={selectedSpace}
+          onChange={(e) => setSelectedSpace(e.target.value)}
+          style={{
+            padding: '8px 12px',
+            borderRadius: 6,
+            background: '#2a2a2a',
+            color: 'white',
+            border: '1px solid #444',
+            width: '100%',
+          }}
+        >
+          <option value="all">All Spaces</option>
+          {spaces.map(space => (
+            <option key={space} value={space}>{space}</option>
+          ))}
+        </select>
+
+        <button
+          onClick={() => setSelectedSpace('all')}
+          style={{
+            marginTop: 12,
+            padding: '6px 12px',
+            borderRadius: 6,
+            background: '#333',
+            color: 'white',
+            border: 'none',
+            width: '100%',
+            cursor: 'pointer',
+          }}
+        >
+          Reset
+        </button>
+      </div>
+
+      <MemoryGraph
+        documents={documents}
+        selectedSpace={selectedSpace}
+        onSpaceChange={setSelectedSpace}
+        showSpacesSelector={false}
+      />
+    </div>
+  );
+}
+```
+
+## Embedded Widget
+
+Use the consumer variant for embedded views with custom styling.
+
+```tsx
+'use client';
+
+import { MemoryGraph } from '@supermemory/memory-graph';
+
+export default function EmbeddedGraph({ documents }) {
+  return (
+    <div
+      style={{
+        height: 400,
+        borderRadius: 12,
+        overflow: 'hidden',
+        border: '1px solid #2a2a2a',
+      }}
+    >
+      <MemoryGraph
+        documents={documents}
+        variant="consumer"
+        showSpacesSelector={false}
+      >
+        <div style={{
+          textAlign: 'center',
+          padding: '2rem',
+          color: '#888',
+        }}>
+          <p>No memories to display</p>
+        </div>
+      </MemoryGraph>
+    </div>
+  );
+}
+```
+
+## With Loading States
+
+```tsx
+'use client';
+
+import { MemoryGraph } from '@supermemory/memory-graph';
+import { useEffect, useState } from 'react';
+
+export default function LoadingGraph() {
+  const [documents, setDocuments] = useState([]);
+  const [isLoading, setIsLoading] = useState(true);
+  const [error, setError] = useState<Error | null>(null);
+
+  useEffect(() => {
+    fetch('/api/graph')
+      .then(res => {
+        if (!res.ok) throw new Error('Failed to load graph');
+        return res.json();
+      })
+      .then(data => {
+        setDocuments(data.documents);
+        setIsLoading(false);
+      })
+      .catch(err => {
+        setError(err);
+        setIsLoading(false);
+      });
+  }, []);
+
+  return (
+    <div style={{ height: '100vh' }}>
+      <MemoryGraph
+        documents={documents}
+        isLoading={isLoading}
+        error={error}
+      >
+        <div style={{
+          display: 'flex',
+          alignItems: 'center',
+          justifyContent: 'center',
+          height: '100%',
+          color: '#888',
+        }}>
+          <div>
+            <h2>Welcome to your Memory Graph</h2>
+            <p>Add some content to get started</p>
+            <button
+              style={{
+                marginTop: 16,
+                padding: '8px 16px',
+                borderRadius: 6,
+                background: '#2563eb',
+                color: 'white',
+                border: 'none',
+                cursor: 'pointer',
+              }}
+              onClick={() => window.location.href = '/add-memory'}
+            >
+              Add First Memory
+            </button>
+          </div>
+        </div>
+      </MemoryGraph>
+    </div>
+  );
+}
+```
+
+## React Server Component
+
+```tsx
+// Next.js App Router with Server Component
+import { MemoryGraphClient } from './memory-graph-client';
+
+async function getGraphData() {
+  const res = await fetch('https://api.supermemory.ai/v3/documents/documents', {
+    method: 'POST',
+    headers: {
+      'Authorization': `Bearer ${process.env.SUPERMEMORY_API_KEY}`,
+      'Content-Type': 'application/json',
+    },
+    body: JSON.stringify({
+      page: 1,
+      limit: 500,
+      sort: 'createdAt',
+      order: 'desc',
+    }),
+    cache: 'no-store', // or use revalidation
+  });
+
+  return res.json();
+}
+
+export default async function GraphPage() {
+  const data = await getGraphData();
+
+  return <MemoryGraphClient initialDocuments={data.documents} />;
+}
+```
+
+```tsx
+// memory-graph-client.tsx
+'use client';
+
+import { MemoryGraph } from '@supermemory/memory-graph';
+import type { DocumentWithMemories } from '@supermemory/memory-graph';
+
+interface Props {
+  initialDocuments: DocumentWithMemories[];
+}
+
+export function MemoryGraphClient({ initialDocuments }: Props) {
+  return (
+    <div style={{ height: '100vh' }}>
+      <MemoryGraph
+        documents={initialDocuments}
+        isLoading={false}
+      />
+    </div>
+  );
+}
+```
+
+## Mobile-Responsive Layout
+
+```tsx
+'use client';
+
+import { MemoryGraph } from '@supermemory/memory-graph';
+import { useState, useEffect } from 'react';
+
+export default function ResponsiveGraph({ documents }) {
+  const [isMobile, setIsMobile] = useState(false);
+
+  useEffect(() => {
+    const checkMobile = () => {
+      setIsMobile(window.innerWidth < 768);
+    };
+
+    checkMobile();
+    window.addEventListener('resize', checkMobile);
+    return () => window.removeEventListener('resize', checkMobile);
+  }, []);
+
+  return (
+    <div style={{
+      height: isMobile ? '60vh' : '100vh',
+      width: '100%',
+    }}>
+      <MemoryGraph
+        documents={documents}
+        variant={isMobile ? 'consumer' : 'console'}
+        showSpacesSelector={!isMobile}
+      />
+    </div>
+  );
+}
+```
diff --git a/apps/docs/memory-graph/installation.mdx b/apps/docs/memory-graph/installation.mdx
new file mode 100644
index 00000000..0051825f
--- /dev/null
+++ b/apps/docs/memory-graph/installation.mdx
@@ -0,0 +1,28 @@
+---
+title: 'Installation'
+description: 'Install and set up the Memory Graph component'
+---
+
+## Installation
+
+Install the package using your preferred package manager:
+
+```bash npm
+npm install @supermemory/memory-graph
+```
+
+## Requirements
+
+- **React**: 18.0.0 or higher
+- **react-dom**: 18.0.0 or higher
+
+## Next Steps
+
+<CardGroup cols={2}>
+  <Card title="Quick Start" icon="rocket" href="/memory-graph/quickstart">
+    Get the graph running with real data
+  </Card>
+  <Card title="API Reference" icon="code" href="/memory-graph/api-reference">
+    Explore all available props and types
+  </Card>
+</CardGroup>
diff --git a/apps/docs/memory-graph/npm.mdx b/apps/docs/memory-graph/npm.mdx
new file mode 100644
index 00000000..73185178
--- /dev/null
+++ b/apps/docs/memory-graph/npm.mdx
@@ -0,0 +1,5 @@
+---
+title: "NPM link"
+url: "https://www.npmjs.com/package/@supermemory/memory-graph"
+icon: npm
+---
diff --git a/apps/docs/memory-graph/overview.mdx b/apps/docs/memory-graph/overview.mdx
new file mode 100644
index 00000000..c3260d21
--- /dev/null
+++ b/apps/docs/memory-graph/overview.mdx
@@ -0,0 +1,38 @@
+---
+title: 'Overview'
+description: 'Interactive visualization for documents, memories and connections'
+---
+
+## What is Memory Graph?
+
+Memory Graph is a React component that visualizes your Supermemory documents and memories as an interactive network. Documents appear as rectangular nodes, memories as hexagonal nodes, and connections between them show relationships and similarity.
+
+The graph renders using Canvas 2D, providing smooth interactions with hundreds of nodes through pan, zoom, and drag operations.
+
+## When to Use It
+
+Use Memory Graph when you need to:
+
+- **Visualize knowledge graphs** - Show how documents and memories connect
+- **Navigate memory spaces** - Filter and browse by workspace or tag
+- **Create memory browsers** - Give users a visual overview of their stored content
+
+## Performance
+
+The graph handles hundreds of nodes efficiently through:
+- Canvas-based rendering (not DOM elements)
+- Viewport culling (only draws visible nodes)
+- Level-of-detail optimization (simplifies rendering when zoomed out)
+- Change-based rendering (only redraws when state changes)
+- Throttled viewport calculations
+
+For very large datasets (1000+ documents), use pagination to load data in chunks.
+
+## Browser Support
+
+Works in all modern browsers that support:
+- Canvas 2D API
+- ES2020 JavaScript
+- CSS custom properties
+
+Tested on Chrome, Firefox, Safari, and Edge (latest versions).
diff --git a/apps/docs/memory-graph/quickstart.mdx b/apps/docs/memory-graph/quickstart.mdx
new file mode 100644
index 00000000..d05a0925
--- /dev/null
+++ b/apps/docs/memory-graph/quickstart.mdx
@@ -0,0 +1,207 @@
+---
+title: 'Quick Start'
+description: 'Get Memory Graph running in 2 minutes'
+---
+
+## Basic Setup
+
+Here's a minimal example to get the graph running:
+
+```tsx
+'use client'; // For Next.js App Router
+
+import { MemoryGraph } from '@supermemory/memory-graph';
+import type { DocumentWithMemories } from '@supermemory/memory-graph';
+import { useEffect, useState } from 'react';
+
+export default function GraphPage() {
+  const [documents, setDocuments] = useState<DocumentWithMemories[]>([]);
+  const [isLoading, setIsLoading] = useState(true);
+  const [error, setError] = useState<Error | null>(null);
+
+  useEffect(() => {
+    fetch('/api/graph')
+      .then(res => res.json())
+      .then(data => {
+        setDocuments(data.documents);
+        setIsLoading(false);
+      })
+      .catch(err => {
+        setError(err);
+        setIsLoading(false);
+      });
+  }, []);
+
+  return (
+    <div style={{ height: '100vh' }}>
+      <MemoryGraph
+        documents={documents}
+        isLoading={isLoading}
+        error={error}
+        variant="console"
+      />
+    </div>
+  );
+}
+```
+
+## Backend API Route
+
+Create an API route to fetch documents from Supermemory:
+
+<CodeGroup>
+
+```typescript Next.js App Router
+// app/api/graph/route.ts
+import { NextResponse } from 'next/server';
+
+export async function GET() {
+  const response = await fetch('https://api.supermemory.ai/v3/documents/documents', {
+    method: 'POST',
+    headers: {
+      'Content-Type': 'application/json',
+      'Authorization': `Bearer ${process.env.SUPERMEMORY_API_KEY}`,
+    },
+    body: JSON.stringify({
+      page: 1,
+      limit: 500,
+      sort: 'createdAt',
+      order: 'desc',
+    }),
+  });
+
+  const data = await response.json();
+  return NextResponse.json(data);
+}
+```
+
+```typescript Next.js Pages Router
+// pages/api/graph.ts
+import type { NextApiRequest, NextApiResponse } from 'next';
+
+export default async function handler(
+  req: NextApiRequest,
+  res: NextApiResponse
+) {
+  const response = await fetch('https://api.supermemory.ai/v3/documents/documents', {
+    method: 'POST',
+    headers: {
+      'Content-Type': 'application/json',
+      'Authorization': `Bearer ${process.env.SUPERMEMORY_API_KEY}`,
+    },
+    body: JSON.stringify({
+      page: 1,
+      limit: 500,
+      sort: 'createdAt',
+      order: 'desc',
+    }),
+  });
+
+  const data = await response.json();
+  res.json(data);
+}
+```
+
+```javascript Express
+// routes/graph.js
+app.get('/api/graph', async (req, res) => {
+  const response = await fetch('https://api.supermemory.ai/v3/documents/documents', {
+    method: 'POST',
+    headers: {
+      'Content-Type': 'application/json',
+      'Authorization': `Bearer ${process.env.SUPERMEMORY_API_KEY}`,
+    },
+    body: JSON.stringify({
+      page: 1,
+      limit: 500,
+      sort: 'createdAt',
+      order: 'desc',
+    }),
+  });
+
+  const data = await response.json();
+  res.json(data);
+});
+```
+
+</CodeGroup>
+
+<Warning>
+  Never expose your Supermemory API key to the client. Always fetch data through your backend.
+</Warning>
+
+## Environment Variables
+
+Add your API key to `.env.local`:
+
+```bash
+SUPERMEMORY_API_KEY=your_api_key_here
+```
+
+Get your API key from the [Supermemory dashboard](https://console.supermemory.ai).
+
+## Common Customizations
+
+### Embedded Mode
+
+For a widget-style view, use the consumer variant:
+
+```tsx
+<MemoryGraph
+  documents={documents}
+  isLoading={isLoading}
+  variant="consumer"
+/>
+```
+
+### CSS Import
+
+The component includes bundled styles. You don't need to import CSS separately. Styles are automatically injected when the component mounts.
+
+If you want explicit control, you can import the stylesheet:
+
+```typescript
+import '@supermemory/memory-graph/styles.css';
+```
+
+<Note>
+  The automatic CSS injection works for most setups. Only use the explicit import if you need custom control over style loading order.
+</Note>
+
+
+### Custom Empty State
+
+Show custom content when no documents exist:
+
+```tsx
+<MemoryGraph
+  documents={documents}
+  isLoading={isLoading}
+>
+  <div style={{ textAlign: 'center', padding: '2rem' }}>
+    <h2>No memories yet</h2>
+    <p>Add content to see your knowledge graph</p>
+  </div>
+</MemoryGraph>
+```
+
+### Hide Space Selector
+
+```tsx
+<MemoryGraph
+  documents={documents}
+  isLoading={isLoading}
+  showSpacesSelector={false}
+/>
+```
+
+## Next Steps
+
+<CardGroup cols={2}>
+  <Card title="Examples" icon="code" href="/memory-graph/examples">
+    See more usage examples
+  </Card>
+  <Card title="API Reference" icon="book" href="/memory-graph/api-reference">
+    Full API documentation
+  </Card>
+</CardGroup>
diff --git a/packages/memory-graph/README.md b/packages/memory-graph/README.md
index eae06940..83710f5a 100644
--- a/packages/memory-graph/README.md
+++ b/packages/memory-graph/README.md
@@ -1,378 +1,94 @@
 # @supermemory/memory-graph
 
-> Interactive graph visualization component for Supermemory - visualize and explore your memory connections
+Interactive graph visualization for documents and their memory connections.
 
 [![npm version](https://img.shields.io/npm/v/@supermemory/memory-graph.svg)](https://www.npmjs.com/package/@supermemory/memory-graph)
 [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
 
-## Features
-
-- **WebGL-powered rendering** - Smooth performance with hundreds of nodes
-- **Interactive exploration** - Pan, zoom, drag nodes, and explore connections
-- **Semantic connections** - Visualizes relationships based on content similarity
-- **Space filtering with search** - Dynamically search and filter by spaces/tags
-- **Memory limit control** - Limit memories per document (50-3000) for performance
-- **Controlled/uncontrolled modes** - Flexible state management for integration
-- **Responsive design** - Works seamlessly on mobile and desktop
-- **Zero configuration** - Works out of the box with automatic CSS injection
-- **Lightweight** - Tree-shakeable and optimized bundle
-- **TypeScript** - Full TypeScript support with exported types
-
 ## Installation
 
 ```bash
 npm install @supermemory/memory-graph
 # or
-yarn add @supermemory/memory-graph
+bun add @supermemory/memory-graph
 # or
 pnpm add @supermemory/memory-graph
-# or
-bun add @supermemory/memory-graph
 ```
 
 ## Quick Start
 
-The component accepts document data directly - you fetch the data from your backend, which proxies requests to the Supermemory API with proper authentication.
-
 ```tsx
-import { MemoryGraph } from '@supermemory/memory-graph'
-import type { DocumentWithMemories } from '@supermemory/memory-graph'
+import { MemoryGraph } from '@supermemory/memory-graph';
+import type { DocumentWithMemories } from '@supermemory/memory-graph';
 
 function App() {
-  const [documents, setDocuments] = useState<DocumentWithMemories[]>([])
-  const [isLoading, setIsLoading] = useState(true)
-  const [error, setError] = useState<Error | null>(null)
+  const [documents, setDocuments] = useState<DocumentWithMemories[]>([]);
+  const [isLoading, setIsLoading] = useState(true);
 
   useEffect(() => {
-    // Fetch from YOUR backend (which proxies to Supermemory API)
-    fetch('/api/supermemory-graph')
+    fetch('/api/graph')
       .then(res => res.json())
       .then(data => {
-        setDocuments(data.documents)
-        setIsLoading(false)
-      })
-      .catch(err => {
-        setError(err)
-        setIsLoading(false)
-      })
-  }, [])
+        setDocuments(data.documents);
+        setIsLoading(false);
+      });
+  }, []);
 
   return (
-    <MemoryGraph
-      documents={documents}
-      isLoading={isLoading}
-      error={error}
-    />
-  )
-}
-```
-
-## Backend Proxy Example
-
-Create an API route in your backend that authenticates and proxies requests to Supermemory:
-
-### Next.js API Route
-
-```typescript
-// app/api/supermemory-graph/route.ts
-import { NextResponse } from 'next/server'
-
-export async function GET(request: Request) {
-  // Add your own auth check here
-  const user = await getAuthenticatedUser(request)
-  if (!user) {
-    return NextResponse.json({ error: 'Unauthorized' }, { status: 401 })
-  }
-
-  const response = await fetch('https://api.supermemory.ai/v3/documents/documents', {
-    method: 'POST',
-    headers: {
-      'Content-Type': 'application/json',
-      'Authorization': `Bearer ${process.env.SUPERMEMORY_API_KEY}`,
-    },
-    body: JSON.stringify({
-      page: 1,
-      limit: 500,
-      sort: 'createdAt',
-      order: 'desc',
-    }),
-  })
-
-  const data = await response.json()
-  return NextResponse.json(data)
-}
-```
-
-## API Reference
-
-### Props
-
-| Prop | Type | Default | Description |
-|------|------|---------|-------------|
-| `documents` | `DocumentWithMemories[]` | **required** | Array of documents to display |
-| `isLoading` | `boolean` | `false` | Whether data is currently loading |
-| `error` | `Error \| null` | `null` | Error that occurred during fetching |
-| `variant` | `"console" \| "consumer"` | `"console"` | Visual variant |
-| `showSpacesSelector` | `boolean` | Based on variant | Show/hide the spaces filter |
-| `children` | `ReactNode` | - | Content to show when no documents |
-| `highlightDocumentIds` | `string[]` | `[]` | Document IDs to highlight |
-| `highlightsVisible` | `boolean` | `true` | Whether highlights are visible |
-
-### Space & Memory Control Props (Optional)
-
-| Prop | Type | Default | Description |
-|------|------|---------|-------------|
-| `selectedSpace` | `string` | `"all"` | Currently selected space (controlled) |
-| `onSpaceChange` | `(spaceId: string) => void` | - | Callback when space changes |
-| `onSearchSpaces` | `(query: string) => Promise<string[]>` | - | Async space search function |
-| `memoryLimit` | `number` | `500` | Max memories per document when space selected |
-| `onMemoryLimitChange` | `(limit: number) => void` | - | Callback when limit changes |
-| `isExperimental` | `boolean` | `false` | Enable experimental features |
-
-### Pagination Props (Optional)
-
-For large datasets, you can implement pagination:
-
-| Prop | Type | Default | Description |
-|------|------|---------|-------------|
-| `isLoadingMore` | `boolean` | `false` | Whether loading more data |
-| `hasMore` | `boolean` | `false` | Whether more data is available |
-| `totalLoaded` | `number` | `documents.length` | Total documents loaded |
-| `loadMoreDocuments` | `() => Promise<void>` | - | Callback to load more |
-
-### Types
-
-```typescript
-import type {
-  DocumentWithMemories,
-  MemoryEntry,
-  DocumentsResponse,
-  MemoryGraphProps,
-  MemoryLimit,
-  MemoryCountSelectorProps,
-  GraphNode,
-  GraphEdge,
-  MemoryRelation
-} from '@supermemory/memory-graph'
-
-// Memory limit can be one of these values
-type MemoryLimit = 50 | 100 | 250 | 500 | 1000 | 2000 | 3000
-```
-
-## Advanced Usage
-
-### With Pagination
-
-```tsx
-import { MemoryGraph } from '@supermemory/memory-graph'
-
-function GraphWithPagination() {
-  const [documents, setDocuments] = useState([])
-  const [page, setPage] = useState(1)
-  const [hasMore, setHasMore] = useState(true)
-  const [isLoadingMore, setIsLoadingMore] = useState(false)
-
-  const loadMore = async () => {
-    setIsLoadingMore(true)
-    const res = await fetch(`/api/supermemory-graph?page=${page + 1}`)
-    const data = await res.json()
-    setDocuments(prev => [...prev, ...data.documents])
-    setHasMore(data.pagination.currentPage < data.pagination.totalPages)
-    setPage(p => p + 1)
-    setIsLoadingMore(false)
-  }
-
-  return (
-    <MemoryGraph
-      documents={documents}
-      isLoading={isLoading}
-      isLoadingMore={isLoadingMore}
-      hasMore={hasMore}
-      loadMoreDocuments={loadMore}
-      totalLoaded={documents.length}
-    />
-  )
-}
-```
-
-### Custom Empty State
-
-```tsx
-<MemoryGraph documents={[]} isLoading={false}>
-  <div className="empty-state">
-    <h2>No memories yet</h2>
-    <p>Start adding content to see your knowledge graph</p>
-  </div>
-</MemoryGraph>
-```
-
-### Controlled Space Selection & Memory Limiting
-
-Control the selected space and memory limit externally for integration with your app's state management:
-
-```tsx
-import { MemoryGraph } from '@supermemory/memory-graph'
-
-function ControlledGraph() {
-  const [selectedSpace, setSelectedSpace] = useState("all")
-  const [memoryLimit, setMemoryLimit] = useState(500)
-  const [searchResults, setSearchResults] = useState([])
-
-  // Handle space search via your API
-  const handleSpaceSearch = async (query: string) => {
-    const response = await fetch(`/api/spaces/search?q=${query}`)
-    const spaces = await response.json()
-    setSearchResults(spaces)
-    return spaces
-  }
-
-  return (
-    <div>
-      {/* Display current state */}
-      <div className="controls">
-        <p>Selected Space: {selectedSpace}</p>
-        <p>Memory Limit: {memoryLimit}</p>
-        <button onClick={() => {
-          setSelectedSpace("all")
-          setMemoryLimit(500)
-        }}>
-          Reset Filters
-        </button>
-      </div>
-
-      {/* Controlled graph */}
+    <div style={{ height: '100vh' }}>
       <MemoryGraph
         documents={documents}
-        selectedSpace={selectedSpace}
-        onSpaceChange={setSelectedSpace}
-        onSearchSpaces={handleSpaceSearch}
-        memoryLimit={memoryLimit}
-        onMemoryLimitChange={setMemoryLimit}
+        isLoading={isLoading}
         variant="console"
-        showSpacesSelector={true}
       />
     </div>
-  )
-}
-```
-
-### Uncontrolled Mode (Automatic)
-
-If you don't provide `selectedSpace` or `memoryLimit` props, the component manages its own state:
-
-```tsx
-<MemoryGraph
-  documents={documents}
-  // Component manages space selection and memory limit internally
-  onSearchSpaces={handleSpaceSearch} // Still can provide search function
-  showSpacesSelector={true}
-/>
-```
-
-### Space Search Integration
-
-Implement server-side space search for dynamic filtering:
-
-```tsx
-// Frontend
-const handleSpaceSearch = async (query: string): Promise<string[]> => {
-  const response = await fetch('/api/spaces/search', {
-    method: 'POST',
-    headers: { 'Content-Type': 'application/json' },
-    body: JSON.stringify({ query })
-  })
-  return response.json()
-}
-
-<MemoryGraph
-  documents={documents}
-  onSearchSpaces={handleSpaceSearch}
-  showSpacesSelector={true}
-/>
-
-// Backend (Next.js example)
-// app/api/spaces/search/route.ts
-export async function POST(request: Request) {
-  const { query } = await request.json()
-
-  const response = await fetch('https://api.supermemory.ai/v3/search/spaces', {
-    method: 'GET',
-    headers: {
-      'Authorization': `Bearer ${process.env.SUPERMEMORY_API_KEY}`,
-    },
-    params: { q: query }
-  })
-
-  return response.json()
+  );
 }
 ```
 
-### Variants
-
-The `variant` prop controls the visual layout and initial viewport settings:
-
-| Variant | Initial Zoom | Spaces Selector | Legend Position | Use Case |
-|---------|-------------|-----------------|-----------------|----------|
-| `console` | 0.8 | Shown | Bottom-right | Full-page dashboard views |
-| `consumer` | 0.5 | Hidden | Top-right | Embedded/widget views |
+## Features
 
-```tsx
-// Full dashboard view
-<MemoryGraph
-  documents={documents}
-  variant="console"
-/>
+- **Interactive canvas visualization** - Pan, zoom, and drag nodes using Canvas 2D rendering
+- **Document and memory nodes** - Documents as rectangles, memories as hexagons
+- **Relationship visualization** - Edges show document similarity and memory version chains
+- **Space filtering** - Filter by workspace or view all memories
+- **Two variants** - Full-featured console mode or embedded consumer mode
+- **Pagination support** - Load more documents on demand
+- **TypeScript support** - Full type definitions included
 
-// Embedded widget
-<MemoryGraph
-  documents={documents}
-  variant="consumer"
-/>
-```
+## Essential Props
 
-## Interactive Controls
+| Prop | Type | Description |
+|------|------|-------------|
+| `documents` | `DocumentWithMemories[]` | Array of documents with their memory entries |
+| `isLoading` | `boolean` | Show loading state |
+| `variant` | `"console" \| "consumer"` | Display mode (default: "console") |
+| `error` | `Error \| null` | Error to display |
+| `loadMoreDocuments` | `() => Promise<void>` | Function to load more data |
+| `highlightDocumentIds` | `string[]` | IDs of documents to highlight |
 
-- **Pan**: Click and drag the background
-- **Zoom**: Mouse wheel or pinch on mobile
-- **Select Node**: Click on any document or memory
-- **Drag Nodes**: Click and drag individual nodes
-- **Fit to View**: Auto-fit button to center all content
-- **Space Filter**: Click the space selector to filter by space
-- **Space Search**: Type in the search box and press Enter to find spaces
-- **Memory Limit**: Select a limit (50-3K) when filtering by space
+## Documentation
 
-## Browser Support
+Full documentation available at [docs.supermemory.ai](https://docs.supermemory.ai):
 
-- Chrome/Edge (latest)
-- Firefox (latest)
-- Safari (latest)
-- Mobile browsers with WebGL support
+- [Overview](https://docs.supermemory.ai/memory-graph/overview) - What it is and when to use it
+- [Installation](https://docs.supermemory.ai/memory-graph/installation) - Setup and requirements
+- [Quick Start](https://docs.supermemory.ai/memory-graph/quickstart) - Get running in 2 minutes
+- [API Reference](https://docs.supermemory.ai/memory-graph/api-reference) - Complete API documentation
+- [Examples](https://docs.supermemory.ai/memory-graph/examples) - Common use cases
+- [Troubleshooting](https://docs.supermemory.ai/memory-graph/troubleshooting) - Common issues
 
 ## Requirements
 
 - React 18+
-- Modern browser with WebGL support
-
-## Development
-
-```bash
-# Install dependencies
-bun install
-
-# Build the package
-bun run build
-
-# Watch mode for development
-bun run dev
-
-# Type checking
-bun run check-types
-```
+- Modern browser
 
 ## License
 
 MIT
 
-## Support
+## Links
 
-- Issues: [GitHub Issues](https://github.com/supermemoryai/supermemory/issues)
+- [GitHub](https://github.com/supermemoryai/supermemory/tree/main/packages/memory-graph)
+- [Issues](https://github.com/supermemoryai/supermemory/issues)
+- [Supermemory](https://supermemory.ai)
-- 
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