---
title: "Examples"
description: "Real-world implementation patterns and use cases"
sidebarTitle: "Examples"
---

Explore production-ready examples for common use cases and integration patterns.

## Basic Example

Simple implementation with static data - perfect for testing and learning:

```tsx BasicGraph.tsx
'use client'

import { MemoryGraph } from '@supermemory/memory-graph'
import type { DocumentWithMemories } from '@supermemory/memory-graph'

// Sample data for testing
const sampleDocuments: DocumentWithMemories[] = [
  {
    id: "doc-1",
    title: "Project Roadmap",
    content: "Q1 goals and milestones",
    summary: "Planning for Q1 2024",
    memoryEntries: [
      {
        id: "mem-1",
        documentId: "doc-1",
        content: "Launch new feature by end of Q1",
        createdAt: new Date().toISOString(),
        updatedAt: new Date().toISOString(),
      }
    ],
    createdAt: new Date().toISOString(),
    updatedAt: new Date().toISOString(),
  }
]

export default function BasicGraph() {
  return (
    <div style={{ width: '100%', height: '600px' }}>
      <MemoryGraph documents={sampleDocuments} />
    </div>
  )
}
```

{/* TODO: Add basic example screenshot */}

## Next.js Integration

### With App Router

Complete example with backend proxy, authentication, and error handling:

```typescript app/api/graph-data/route.ts
import { NextResponse } from 'next/server'
import { auth } from '@/lib/auth'

export async function GET() {
  // Authenticate user
  const session = await auth()
  if (!session?.user) {
    return NextResponse.json(
      { error: 'Unauthorized' },
      { status: 401 }
    )
  }

  try {
    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,
          containerTags: [session.user.id], // User isolation
          sort: 'createdAt',
          order: 'desc',
        }),
      }
    )

    if (!response.ok) {
      throw new Error(`Supermemory API error: ${response.statusText}`)
    }

    const data = await response.json()
    return NextResponse.json(data)
  } catch (error) {
    console.error('Graph data fetch error:', error)
    return NextResponse.json(
      { error: 'Failed to fetch graph data' },
      { status: 500 }
    )
  }
}
```

```tsx app/graph/page.tsx
'use client'

import { MemoryGraph } from '@supermemory/memory-graph'
import { useState, useEffect } from 'react'
import type { DocumentWithMemories } from '@supermemory/memory-graph'

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-data')
      .then(async (res) => {
        if (!res.ok) throw new Error(await res.text())
        return res.json()
      })
      .then((data) => {
        setDocuments(data.documents)
        setIsLoading(false)
      })
      .catch((err) => {
        setError(err)
        setIsLoading(false)
      })
  }, [])

  return (
    <main style={{ height: '100vh' }}>
      <MemoryGraph
        documents={documents}
        isLoading={isLoading}
        error={error}
        variant="console"
      />
    </main>
  )
}
```

{/* TODO: Add Next.js example screenshot */}

## With Pagination

Implement infinite scroll for large datasets:

```tsx GraphWithPagination.tsx
'use client'

import { MemoryGraph } from '@supermemory/memory-graph'
import { useState, useCallback } from 'react'
import type { DocumentWithMemories } from '@supermemory/memory-graph'

export default function GraphWithPagination() {
  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)
  const [error, setError] = useState<Error | null>(null)

  // Initial load
  useState(() => {
    fetchPage(1)
  }, [])

  const fetchPage = async (pageNum: number) => {
    try {
      if (pageNum === 1) {
        setIsLoading(true)
      } else {
        setIsLoadingMore(true)
      }

      const response = await fetch(
        `/api/graph-data?page=${pageNum}&limit=100`
      )

      if (!response.ok) {
        throw new Error('Failed to fetch documents')
      }

      const data = await response.json()

      setDocuments(prev =>
        pageNum === 1 ? data.documents : [...prev, ...data.documents]
      )

      setHasMore(
        data.pagination.currentPage < data.pagination.totalPages
      )
      setPage(pageNum)
    } catch (err) {
      setError(err instanceof Error ? err : new Error('Unknown error'))
    } finally {
      setIsLoading(false)
      setIsLoadingMore(false)
    }
  }

  const loadMore = useCallback(async () => {
    if (!isLoadingMore && hasMore) {
      await fetchPage(page + 1)
    }
  }, [page, isLoadingMore, hasMore])

  return (
    <div style={{ width: '100%', height: '100vh' }}>
      <MemoryGraph
        documents={documents}
        isLoading={isLoading}
        isLoadingMore={isLoadingMore}
        hasMore={hasMore}
        totalLoaded={documents.length}
        loadMoreDocuments={loadMore}
      />
    </div>
  )
}
```

<Tip>
The graph automatically loads more documents when 80% of current documents are visible in the viewport. Set `autoLoadOnViewport={false}` for manual control.
</Tip>

{/* TODO: Add pagination example screenshot */}

## Search Integration with Highlighting

Highlight search results in the graph:

```tsx SearchableGraph.tsx
'use client'

import { MemoryGraph } from '@supermemory/memory-graph'
import { useState, useEffect } from 'react'
import type { DocumentWithMemories } from '@supermemory/memory-graph'

export default function SearchableGraph() {
  const [documents, setDocuments] = useState<DocumentWithMemories[]>([])
  const [searchQuery, setSearchQuery] = useState('')
  const [highlightedIds, setHighlightedIds] = useState<string[]>([])
  const [showHighlights, setShowHighlights] = useState(true)

  // Fetch all documents
  useEffect(() => {
    fetch('/api/graph-data')
      .then(res => res.json())
      .then(data => setDocuments(data.documents))
  }, [])

  // Search and highlight
  const handleSearch = async () => {
    if (!searchQuery.trim()) {
      setHighlightedIds([])
      return
    }

    try {
      const response = await fetch('/api/search', {
        method: 'POST',
        headers: { 'Content-Type': 'application/json' },
        body: JSON.stringify({ query: searchQuery })
      })

      const results = await response.json()

      // Extract document IDs from search results
      const docIds = results.documents.map((doc: any) => doc.id)
      setHighlightedIds(docIds)
      setShowHighlights(true)
    } catch (error) {
      console.error('Search error:', error)
    }
  }

  return (
    <div style={{ height: '100vh', display: 'flex', flexDirection: 'column' }}>
      {/* Search bar */}
      <div style={{
        padding: '1rem',
        display: 'flex',
        gap: '0.5rem',
        borderBottom: '1px solid #e5e7eb'
      }}>
        <input
          type="text"
          value={searchQuery}
          onChange={(e) => setSearchQuery(e.target.value)}
          onKeyDown={(e) => e.key === 'Enter' && handleSearch()}
          placeholder="Search documents..."
          style={{ flex: 1, padding: '0.5rem', borderRadius: '0.375rem' }}
        />
        <button onClick={handleSearch}>Search</button>
        <button onClick={() => {
          setHighlightedIds([])
          setSearchQuery('')
        }}>
          Clear
        </button>
        <label>
          <input
            type="checkbox"
            checked={showHighlights}
            onChange={(e) => setShowHighlights(e.target.checked)}
          />
          Show highlights
        </label>
      </div>

      {/* Graph */}
      <div style={{ flex: 1 }}>
        <MemoryGraph
          documents={documents}
          highlightDocumentIds={highlightedIds}
          highlightsVisible={showHighlights}
          variant="console"
        />
      </div>
    </div>
  )
}
```

<Note>
Highlighting supports both internal document IDs and custom IDs. The graph will automatically match either.
</Note>

{/* TODO: Add search highlighting screenshot */}

## Custom Empty State

Provide a custom UI when no documents exist:

```tsx GraphWithEmpty.tsx
'use client'

import { MemoryGraph } from '@supermemory/memory-graph'
import { useState, useEffect } from 'react'

export default function GraphWithEmpty() {
  const [documents, setDocuments] = useState([])

  return (
    <div style={{ width: '100%', height: '100vh' }}>
      <MemoryGraph documents={documents}>
        <div style={{
          display: 'flex',
          flexDirection: 'column',
          alignItems: 'center',
          justifyContent: 'center',
          gap: '2rem',
          padding: '2rem',
          textAlign: 'center'
        }}>
          <div>
            <svg
              width="120"
              height="120"
              viewBox="0 0 24 24"
              fill="none"
              stroke="currentColor"
            >
              <circle cx="12" cy="12" r="10" />
              <line x1="12" y1="8" x2="12" y2="12" />
              <line x1="12" y1="16" x2="12.01" y2="16" />
            </svg>
          </div>

          <div>
            <h2 style={{ fontSize: '1.5rem', fontWeight: 600, marginBottom: '0.5rem' }}>
              No memories yet
            </h2>
            <p style={{ color: '#6b7280', maxWidth: '400px' }}>
              Start adding content to see your knowledge graph come to life.
              Documents and their connections will appear here.
            </p>
          </div>

          <div style={{ display: 'flex', gap: '1rem' }}>
            <button
              onClick={() => window.location.href = '/add-memory'}
              style={{
                padding: '0.75rem 1.5rem',
                backgroundColor: '#3b82f6',
                color: 'white',
                borderRadius: '0.5rem',
                border: 'none',
                cursor: 'pointer'
              }}
            >
              Add Your First Memory
            </button>

            <button
              onClick={() => window.location.href = '/docs'}
              style={{
                padding: '0.75rem 1.5rem',
                backgroundColor: 'transparent',
                border: '1px solid #d1d5db',
                borderRadius: '0.5rem',
                cursor: 'pointer'
              }}
            >
              Learn More
            </button>
          </div>
        </div>
      </MemoryGraph>
    </div>
  )
}
```

## Backend Patterns

### Express.js

```typescript server.ts
import express from 'express'

const app = express()

app.get('/api/graph-data', async (req, res) => {
  // Authenticate user
  const user = await authenticateRequest(req)
  if (!user) {
    return res.status(401).json({ error: 'Unauthorized' })
  }

  try {
    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,
          containerTags: [user.id],
        }),
      }
    )

    const data = await response.json()
    res.json(data)
  } catch (error) {
    console.error('Error:', error)
    res.status(500).json({ error: 'Failed to fetch data' })
  }
})

app.listen(3000)
```

### Cloudflare Workers

```typescript worker.ts
export default {
  async fetch(request: Request, env: Env) {
    // Authenticate
    const user = await authenticateRequest(request, env)
    if (!user) {
      return new Response('Unauthorized', { status: 401 })
    }

    try {
      const response = await fetch(
        'https://api.supermemory.ai/v3/documents/documents',
        {
          method: 'POST',
          headers: {
            'Content-Type': 'application/json',
            'Authorization': `Bearer ${env.SUPERMEMORY_API_KEY}`,
          },
          body: JSON.stringify({
            page: 1,
            limit: 500,
            containerTags: [user.id],
          }),
        }
      )

      return new Response(await response.text(), {
        headers: { 'Content-Type': 'application/json' }
      })
    } catch (error) {
      return new Response('Internal Server Error', { status: 500 })
    }
  }
}
```

### User Isolation with Container Tags

For multi-user applications, always filter documents by user:

```typescript
// Backend: Filter by user ID
body: JSON.stringify({
  containerTags: [user.id], // Only fetch this user's documents
  page: 1,
  limit: 500,
})
```

<Warning>
Always implement user isolation on the backend. Never trust client-side filtering for security.
</Warning>

## React Query Integration

For better data management and caching:

```tsx GraphWithReactQuery.tsx
'use client'

import { MemoryGraph } from '@supermemory/memory-graph'
import { useQuery } from '@tanstack/react-query'

export default function GraphWithReactQuery() {
  const { data, isLoading, error } = useQuery({
    queryKey: ['graph-data'],
    queryFn: async () => {
      const response = await fetch('/api/graph-data')
      if (!response.ok) {
        throw new Error('Failed to fetch graph data')
      }
      return response.json()
    },
    staleTime: 5 * 60 * 1000, // 5 minutes
    refetchOnWindowFocus: false,
  })

  return (
    <div style={{ height: '100vh' }}>
      <MemoryGraph
        documents={data?.documents || []}
        isLoading={isLoading}
        error={error}
      />
    </div>
  )
}
```

## Next Steps

<CardGroup cols={2}>
  <Card title="API Reference" icon="book" href="/memory-graph/api-reference">
    Explore all props and types
  </Card>

  <Card title="Troubleshooting" icon="wrench" href="/memory-graph/troubleshooting">
    Solve common issues
  </Card>
</CardGroup>