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Grond"},"license":"Apache-2.0","homepage":"https://github.com/GrafeoDB/grafeo-web","keywords":["grafeo","graph","database","wasm","webassembly","indexeddb","offline","gql","cypher","sparql","graphql","gremlin","sql"],"repository":{"type":"git","url":"git+https://github.com/GrafeoDB/grafeo-web.git"},"description":"Grafeo graph database in the browser - WebAssembly powered, zero backend","maintainers":[{"name":"stevenbtw","email":"bythewaysteven@gmail.com"}],"readme":"# @grafeo-db/web\n\n[![CI](https://github.com/GrafeoDB/grafeo-web/actions/workflows/ci.yml/badge.svg)](https://github.com/GrafeoDB/grafeo-web/actions/workflows/ci.yml)\n[![codecov](https://codecov.io/gh/GrafeoDB/grafeo-web/graph/badge.svg)](https://codecov.io/gh/GrafeoDB/grafeo-web)\n[![npm](https://img.shields.io/npm/v/@grafeo-db/web.svg)](https://www.npmjs.com/package/@grafeo-db/web)\n[![License](https://img.shields.io/badge/license-Apache--2.0-blue.svg)](LICENSE)\n\n[Grafeo](https://github.com/GrafeoDB/grafeo) graph database in the browser.\n\nZero backend. Data stays on the client.\n\n## Features\n\n- **Zero backend**: Grafeo runs entirely in the browser via WebAssembly\n- **Persistent storage**: IndexedDB keeps data across sessions\n- **Non-blocking**: Web Worker execution keeps the UI responsive\n- **Multi-language queries**: GQL, Cypher, SPARQL, SQL, Gremlin, GraphQL\n- **Parameterized queries**: bind `$name`-style parameters safely\n- **Vector search**: HNSW indexes with k-NN and MMR search\n- **Full-text search**: BM25 text indexes with hybrid (text + vector) search\n- **Bulk import**: LPG nodes/edges, RDF triples, or tabular rows\n- **Framework integrations**: React, Vue, Svelte\n- **TypeScript-first**: Complete type definitions\n\n## Installation\n\n```bash\nnpm install @grafeo-db/web\n```\n\n## Quick Start\n\n```typescript\nimport { GrafeoDB } from '@grafeo-db/web';\n\n// In-memory database\nconst db = await GrafeoDB.create();\n\n// Or persist to IndexedDB\nconst db = await GrafeoDB.create({ persist: 'my-database' });\n\n// Create data\nawait db.execute(`INSERT (:Person {name: 'Alice', age: 30})`);\nawait db.execute(`INSERT (:Person {name: 'Bob', age: 25})`);\nawait db.execute(`\n  MATCH (a:Person {name: 'Alice'}), (b:Person {name: 'Bob'})\n  INSERT (a)-[:KNOWS {since: 2020}]->(b)\n`);\n\n// Query\nconst result = await db.execute(`\n  MATCH (p:Person)-[:KNOWS]->(friend)\n  RETURN p.name, friend.name\n`);\n\nfor (const row of result) {\n  console.log(`${row['p.name']} knows ${row['friend.name']}`);\n}\n\n// Check version\nconsole.log(GrafeoDB.version()); // e.g. \"0.5.31\"\n\n// Cleanup\nawait db.close();\n```\n\n## Multi-Language Queries\n\n```typescript\n// GQL (default)\nawait db.execute(`MATCH (p:Person) RETURN p.name`);\n\n// Cypher\nawait db.execute(`MATCH (p:Person) RETURN p.name`, { language: 'cypher' });\n\n// SPARQL\nawait db.execute(`SELECT ?name WHERE { ?p a :Person ; :name ?name }`, { language: 'sparql' });\n\n// SQL\nawait db.execute(`SELECT name FROM Person`, { language: 'sql' });\n```\n\nSupported: `gql`, `cypher`, `sparql`, `sql`, `gremlin`, `graphql`.\n\n## Parameterized Queries\n\n```typescript\nconst result = await db.execute(\n  `MATCH (p:Person {name: $name}) RETURN p.age`,\n  { params: { name: 'Alice' } },\n);\n```\n\nParameters work with all query languages and in the lite build.\n\n## API\n\n### `GrafeoDB`\n\n#### Core\n\n| Method                                                    | Description                                                  |\n| --------------------------------------------------------- | ------------------------------------------------------------ |\n| `GrafeoDB.create(options?)`                               | Create a database instance                                   |\n| `GrafeoDB.version()`                                      | Get the WASM engine version                                  |\n| `db.execute(query, options?)`                             | Execute a query, returns `Record<string, unknown>[]`         |\n| `db.executeRaw(query, options?)`                          | Execute a query, returns columns + rows + timing             |\n| `db.nodeCount()`                                          | Number of nodes                                              |\n| `db.edgeCount()`                                          | Number of edges                                              |\n| `db.schema()`                                             | Schema info: labels, edge types, property keys               |\n| `db.memoryUsage()`                                        | Hierarchical WASM heap usage breakdown                       |\n| `db.setSchema(name)`                                      | Set current schema context                                   |\n| `db.resetSchema()`                                        | Clear current schema context                                 |\n| `db.currentSchema()`                                      | Get current schema name (or `undefined`)                     |\n| `db.clearPlanCache()`                                     | Clear cached query plans                                     |\n| `db.isOpen`                                               | Whether the database is still open                           |\n| `db.close()`                                              | Release WASM memory and cleanup                              |\n\n#### Persistence & Snapshots\n\n| Method                | Description                        |\n| --------------------- | ---------------------------------- |\n| `db.export()`         | Export full database as a snapshot |\n| `db.import(snapshot)` | Restore from a snapshot            |\n| `db.clear()`          | Delete all data                    |\n| `db.storageStats()`   | IndexedDB usage and quota          |\n\n#### Import\n\n| Method                         | Description                                       |\n| ------------------------------ | ------------------------------------------------- |\n| `db.importRows(rows, options)` | Import an array of objects as nodes or edges      |\n| `db.importLpg(data)`           | Import LPG nodes and edges in one call            |\n| `db.importRdf(data)`           | Import RDF triples (requires `rdf` WASM feature)  |\n\n#### Vector Search (requires `vector-index` WASM feature)\n\n| Method                                                 | Description                                  |\n| ------------------------------------------------------ | -------------------------------------------- |\n| `db.createVectorIndex(label, property, options?)`      | Create an HNSW vector index                  |\n| `db.dropVectorIndex(label, property)`                  | Drop a vector index                          |\n| `db.rebuildVectorIndex(label, property)`               | Drop and recreate, preserving config         |\n| `db.vectorSearch(label, property, query, k, options?)` | k-NN search returning `[{id, distance}]`     |\n| `db.mmrSearch(label, property, query, k, options?)`    | MMR search for diverse results               |\n\n#### Text & Hybrid Search (requires `text-index` / `hybrid-search` WASM features)\n\n| Method                                                       | Description                                |\n| ------------------------------------------------------------ | ------------------------------------------ |\n| `db.createTextIndex(label, property)`                        | Create a BM25 text index                   |\n| `db.dropTextIndex(label, property)`                          | Drop a text index                          |\n| `db.rebuildTextIndex(label, property)`                       | Rebuild a text index                       |\n| `db.textSearch(label, property, query, k)`                   | Full-text search returning `[{id, score}]` |\n| `db.hybridSearch(label, textProp, vectorProp, queryText, k)` | Combined BM25 + vector search              |\n\n### `CreateOptions`\n\n```typescript\n{\n  persist?: string;            // IndexedDB key for persistence\n  worker?: boolean | Worker;   // Run WASM in a Web Worker (or pass a pre-created Worker)\n  persistInterval?: number;    // Debounce interval in ms (default: 1000)\n}\n```\n\n### `ExecuteOptions`\n\n```typescript\n{\n  language?: 'gql' | 'cypher' | 'sparql' | 'sql' | 'gremlin' | 'graphql';\n  params?: Record<string, unknown>;  // $name-style parameters\n}\n```\n\n## Persistence\n\nData persists to IndexedDB automatically:\n\n```typescript\n// First visit - creates database\nconst db = await GrafeoDB.create({ persist: 'my-app' });\nawait db.execute(`INSERT (:User {name: 'Alice'})`);\n\n// Later visit - data is still there\nconst db = await GrafeoDB.create({ persist: 'my-app' });\nconst result = await db.execute(`MATCH (u:User) RETURN u.name`);\n// -> [{ 'u.name': 'Alice' }]\n```\n\nPersistence triggers after every query execution (the debounce interval prevents excessive writes).\n\n### Storage Management\n\n```typescript\n// Check storage usage\nconst stats = await db.storageStats();\nconsole.log(`Using ${stats.bytesUsed} of ${stats.quota} bytes`);\n\n// Export database\nconst snapshot = await db.export();\n\n// Import into another database\nconst db2 = await GrafeoDB.create();\nawait db2.import(snapshot);\n\n// Clear all data\nawait db.clear();\n```\n\n## Web Worker Mode\n\nFor large databases or complex queries, run in a Web Worker:\n\n```typescript\nconst db = await GrafeoDB.create({\n  worker: true,\n  persist: 'large-database',\n});\n\n// Queries run in background thread - UI stays responsive\nconst result = await db.execute(`MATCH (a)-[*1..5]->(b) RETURN count(*)`);\n```\n\n## Bulk Import\n\n### LPG (nodes + edges)\n\n```typescript\nawait db.importLpg({\n  nodes: [\n    { labels: ['Person'], properties: { name: 'Alice' } },\n    { labels: ['Person'], properties: { name: 'Bob' } },\n  ],\n  edges: [\n    { source: 0, target: 1, type: 'KNOWS', properties: { since: 2020 } },\n  ],\n});\n```\n\nEdge `source`/`target` are zero-based indexes into the `nodes` array from the same batch.\n\n### Tabular rows\n\n```typescript\n// Import as nodes\nawait db.importRows(\n  [{ name: 'Alice', age: 30 }, { name: 'Bob', age: 25 }],\n  { mode: 'nodes', label: 'Person' },\n);\n\n// Import as edges\nawait db.importRows(\n  [{ source: 1, target: 2, weight: 0.5 }],\n  { mode: 'edges', edgeType: 'CONNECTS' },\n);\n```\n\n### RDF triples (requires `rdf` WASM feature)\n\n```typescript\nawait db.importRdf({\n  triples: [\n    { subject: 'http://ex.org/alice', predicate: 'http://ex.org/name', object: { value: 'Alice' } },\n    { subject: 'http://ex.org/alice', predicate: 'http://ex.org/knows', object: 'http://ex.org/bob' },\n  ],\n});\n```\n\n## Framework Integrations\n\n### React\n\n```tsx\nimport { useGrafeo, useQuery } from '@grafeo-db/web/react';\n\nfunction App() {\n  const { db, loading, error } = useGrafeo({ persist: 'my-app' });\n\n  if (loading) return <div>Loading...</div>;\n  if (error) return <div>Error: {error.message}</div>;\n\n  return <PersonList db={db} />;\n}\n\nfunction PersonList({ db }) {\n  const { data, loading, refetch } = useQuery(\n    db,\n    `MATCH (p:Person) RETURN p.name`,\n  );\n\n  if (loading) return <div>Loading...</div>;\n\n  return (\n    <ul>\n      {data.map((row, i) => (\n        <li key={i}>{row['p.name']}</li>\n      ))}\n    </ul>\n  );\n}\n```\n\n### Vue\n\n```vue\n<script setup>\nimport { useGrafeo, useQuery } from '@grafeo-db/web/vue';\n\nconst { db, loading, error } = useGrafeo({ persist: 'my-app' });\nconst { data } = useQuery(db, `MATCH (p:Person) RETURN p.name`);\n</script>\n```\n\n### Svelte\n\n```svelte\n<script>\n  import { createGrafeo } from '@grafeo-db/web/svelte';\n\n  const { db, loading, error } = createGrafeo({ persist: 'my-app' });\n</script>\n\n{#if $loading}Loading...{/if}\n{#if $error}Error: {$error.message}{/if}\n```\n\n## Lite Build\n\nA smaller build with GQL support only (no multi-language parsers or AI search features):\n\n```typescript\nimport { GrafeoDB } from '@grafeo-db/web/lite';\n\nconst db = await GrafeoDB.create();\nawait db.execute(`MATCH (n) RETURN n`);\n\n// Parameterized queries work in lite too\nawait db.execute(`MATCH (p {name: $name}) RETURN p`, { params: { name: 'Alice' } });\n```\n\n## Browser Support\n\n| Browser | Version |\n| ------- | ------- |\n| Chrome  | 89+     |\n| Firefox | 89+     |\n| Safari  | 15+     |\n| Edge    | 89+     |\n\nRequires WebAssembly, IndexedDB and Web Workers.\n\n## Limitations\n\n| Constraint       | Limit                                             |\n| ---------------- | ------------------------------------------------- |\n| Database size    | ~500 MB (IndexedDB quota)                         |\n| Memory           | ~256 MB (WASM heap)                               |\n| Concurrency      | Single writer, multiple readers                   |\n| `changesSince()` | Returns `[]` (pending WASM change tracking)       |\n\nFor larger datasets, use [Grafeo](https://github.com/GrafeoDB/grafeo) server-side.\n\n## Worker Mode vs Direct Mode\n\nGrafeoDB supports two execution modes:\n\n**Direct mode** (default): WASM runs on the main thread.\n\n- Best for small databases (< 10 MB) and simple queries.\n- Lowest latency: no message serialization overhead.\n- Simpler setup: no bundler configuration for workers.\n- Caveat: long-running queries block the UI thread.\n\n```typescript\nconst db = await GrafeoDB.create();\n```\n\n**Worker mode**: WASM runs in a dedicated Web Worker.\n\n- Best for large databases, complex traversals, or bulk imports.\n- Keeps the UI responsive: all WASM execution happens off the main thread.\n- Slightly higher latency per call due to message passing.\n- Requires bundler support for `new Worker(...)` (Vite, Webpack 5, esbuild all support this).\n\n```typescript\nconst db = await GrafeoDB.create({ worker: true });\n```\n\nIf your bundler does not support auto-resolving the worker URL, pass a pre-created `Worker` instance:\n\n```typescript\nconst worker = new Worker(new URL('@grafeo-db/web/worker-src', import.meta.url), { type: 'module' });\nconst db = await GrafeoDB.create({ worker });\n```\n\n**Rule of thumb**: start with direct mode. Switch to worker mode when queries take longer than 50 ms or when you notice UI jank.\n\n## Troubleshooting\n\n### Slow queries\n\n- **Check node/edge count**: call `db.nodeCount()` and `db.edgeCount()`. Databases above ~100 K nodes may benefit from worker mode.\n- **Avoid unbounded traversals**: queries like `MATCH (a)-[*]->(b)` with no depth limit scan the entire graph. Add a depth bound: `MATCH (a)-[*1..5]->(b)`.\n- **Use indexes**: for vector or text search, create an index first (`db.createVectorIndex(...)` or `db.createTextIndex(...)`). Without an index, search scans all nodes.\n- **Clear the plan cache**: if you have changed the shape of your data significantly, call `db.clearPlanCache()` to discard stale query plans.\n\n### IndexedDB quota exceeded\n\nIndexedDB quota varies by browser (typically ~500 MB, less in incognito/private mode).\n\n- **Check usage**: call `db.storageStats()` to see current bytes used vs. quota.\n- **Export and trim**: export with `db.export()`, delete unneeded nodes, then re-import.\n- **Reduce persistence frequency**: set `persistInterval` to a higher value (e.g. `5000` ms) to reduce write pressure.\n\n```typescript\nconst db = await GrafeoDB.create({ persist: 'mydb', persistInterval: 5000 });\n```\n\n### Worker setup in bundlers\n\nIf you see errors like \"Failed to construct Worker\" or \"Module not found\":\n\n- **Vite**: Worker URLs via `import.meta.url` work out of the box.\n- **Webpack 5**: Ensure `new Worker(new URL(...))` syntax is used. Webpack detects this pattern and bundles the worker entry.\n- **Next.js**: Use the pre-created Worker approach shown above. Dynamic `import.meta.url` does not work in Next.js server components.\n- **Create React App**: CRA (Webpack 4) does not support the `new URL(...)` pattern. Use `worker: new Worker(...)` with a manually configured worker URL.\n\n## Development\n\n```bash\nnpm run build      # Build all entries via tsup\nnpm test           # Run tests (vitest, 201 tests)\nnpm run typecheck  # Type check (tsc --noEmit)\n```\n\n## Related\n\n| Package                                                  | Use Case        |\n| -------------------------------------------------------- | --------------- |\n| [`grafeo`](https://crates.io/crates/grafeo)              | Rust crate      |\n| [`@grafeo-db/wasm`](https://github.com/GrafeoDB/grafeo)  | Raw WASM binary |\n\n## License\n\nApache-2.0\n","readmeFilename":"README.md"}