Merge commit 'd803bfe2b1fe7f5e219e50ac20d6801a0a58ac75' as 'vendor/ruvector'

vendor/ruvector/npm/packages/rvlite/src/cli-rvf.ts

@@ -0,0 +1,362 @@
+/**
+ * cli-rvf.ts - RVF migration and rebuild CLI commands
+ *
+ * Two commands:
+ *   rvf-migrate  — Convert existing rvlite data to RVF format
+ *   rvf-rebuild  — Reconstruct metadata from an RVF file
+ *
+ * Usage (via the rvlite CLI binary or directly):
+ *   rvlite rvf-migrate --source .rvlite/db.json --dest data.rvf [--dry-run] [--verify]
+ *   rvlite rvf-rebuild  --source data.rvf [--dest .rvlite/db.json]
+ */
+
+// ── Types ────────────────────────────────────────────────────────────────
+
+/** Shape of the JSON-based rvlite database state (as saved by the CLI). */
+interface RvLiteDbState {
+  vectors: Record<string, {
+    vector: number[];
+    metadata?: Record<string, unknown>;
+    norm?: number;
+  }>;
+  graph?: {
+    nodes?: Record<string, unknown>;
+    edges?: Record<string, unknown>;
+  };
+  triples?: Array<{ subject: string; predicate: string; object: string }>;
+  nextId?: number;
+  config?: {
+    dimensions?: number;
+    metric?: string;
+  };
+}
+
+/** JSON-based RVF file envelope. */
+interface RvfFileEnvelope {
+  rvf_version: number;
+  magic: 'RVF1';
+  created_at: string;
+  dimensions: number;
+  distance_metric: string;
+  payload: RvLiteDbState;
+}
+
+/** Summary report returned by migrate / rebuild. */
+export interface MigrateReport {
+  vectorsMigrated: number;
+  triplesMigrated: number;
+  graphNodesMigrated: number;
+  graphEdgesMigrated: number;
+  skipped: boolean;
+  dryRun: boolean;
+  verifyPassed?: boolean;
+}
+
+export interface RebuildReport {
+  vectorsRecovered: number;
+  triplesRecovered: number;
+  graphNodesRecovered: number;
+  graphEdgesRecovered: number;
+}
+
+// ── Helpers ──────────────────────────────────────────────────────────────
+
+function vectorsClose(a: number[], b: number[], tolerance: number): boolean {
+  if (a.length !== b.length) return false;
+  for (let i = 0; i < a.length; i++) {
+    if (Math.abs(a[i] - b[i]) > tolerance) return false;
+  }
+  return true;
+}
+
+// ── Migrate ──────────────────────────────────────────────────────────────
+
+/**
+ * Convert an existing rvlite JSON database into an RVF file.
+ *
+ * @param sourcePath - Path to the rvlite JSON database (e.g., .rvlite/db.json).
+ * @param destPath   - Destination path for the RVF file.
+ * @param options    - Migration options.
+ * @returns A report summarising the migration.
+ */
+export async function rvfMigrate(
+  sourcePath: string,
+  destPath: string,
+  options: { dryRun?: boolean; verify?: boolean } = {}
+): Promise<MigrateReport> {
+  const fs = await import('fs');
+
+  if (!fs.existsSync(sourcePath)) {
+    throw new Error(`Source file not found: ${sourcePath}`);
+  }
+
+  const raw = fs.readFileSync(sourcePath, 'utf-8');
+  const state: RvLiteDbState = JSON.parse(raw);
+
+  // Idempotency: if dest already exists and is a valid RVF file whose
+  // payload matches the source, treat as a no-op.
+  if (fs.existsSync(destPath)) {
+    try {
+      const existing = JSON.parse(fs.readFileSync(destPath, 'utf-8')) as RvfFileEnvelope;
+      if (existing.magic === 'RVF1') {
+        const existingVecCount = Object.keys(existing.payload?.vectors ?? {}).length;
+        const sourceVecCount = Object.keys(state.vectors ?? {}).length;
+        if (existingVecCount === sourceVecCount) {
+          return {
+            vectorsMigrated: 0,
+            triplesMigrated: 0,
+            graphNodesMigrated: 0,
+            graphEdgesMigrated: 0,
+            skipped: true,
+            dryRun: options.dryRun ?? false,
+          };
+        }
+      }
+    } catch {
+      // File exists but is not valid RVF — proceed with migration.
+    }
+  }
+
+  const vectorCount = Object.keys(state.vectors ?? {}).length;
+  const tripleCount = (state.triples ?? []).length;
+  const nodeCount = Object.keys(state.graph?.nodes ?? {}).length;
+  const edgeCount = Object.keys(state.graph?.edges ?? {}).length;
+
+  if (options.dryRun) {
+    return {
+      vectorsMigrated: vectorCount,
+      triplesMigrated: tripleCount,
+      graphNodesMigrated: nodeCount,
+      graphEdgesMigrated: edgeCount,
+      skipped: false,
+      dryRun: true,
+    };
+  }
+
+  // Build the RVF envelope.
+  const envelope: RvfFileEnvelope = {
+    rvf_version: 1,
+    magic: 'RVF1',
+    created_at: new Date().toISOString(),
+    dimensions: state.config?.dimensions ?? 384,
+    distance_metric: state.config?.metric ?? 'cosine',
+    payload: state,
+  };
+
+  const path = await import('path');
+  const dir = path.dirname(destPath);
+  if (dir && !fs.existsSync(dir)) {
+    fs.mkdirSync(dir, { recursive: true });
+  }
+
+  fs.writeFileSync(destPath, JSON.stringify(envelope, null, 2), 'utf-8');
+
+  // Optionally verify round-trip fidelity.
+  let verifyPassed: boolean | undefined;
+  if (options.verify) {
+    const reRead = JSON.parse(fs.readFileSync(destPath, 'utf-8')) as RvfFileEnvelope;
+    verifyPassed = true;
+
+    for (const [id, entry] of Object.entries(state.vectors ?? {})) {
+      const rvfEntry = reRead.payload.vectors?.[id];
+      if (!rvfEntry) {
+        verifyPassed = false;
+        break;
+      }
+      if (!vectorsClose(entry.vector, rvfEntry.vector, 1e-6)) {
+        verifyPassed = false;
+        break;
+      }
+    }
+  }
+
+  return {
+    vectorsMigrated: vectorCount,
+    triplesMigrated: tripleCount,
+    graphNodesMigrated: nodeCount,
+    graphEdgesMigrated: edgeCount,
+    skipped: false,
+    dryRun: false,
+    verifyPassed,
+  };
+}
+
+// ── Rebuild ──────────────────────────────────────────────────────────────
+
+/**
+ * Reconstruct metadata from an RVF file.
+ *
+ * Reads the RVF envelope, extracts vectors, and rebuilds
+ * SQL / Cypher / SPARQL metadata from vector metadata fields.
+ *
+ * @param sourcePath - Path to the RVF file.
+ * @param destPath   - Optional destination for the rebuilt JSON state.
+ * @returns A report summarising the recovered data.
+ */
+export async function rvfRebuild(
+  sourcePath: string,
+  destPath?: string
+): Promise<RebuildReport> {
+  const fs = await import('fs');
+
+  if (!fs.existsSync(sourcePath)) {
+    throw new Error(`RVF file not found: ${sourcePath}`);
+  }
+
+  const raw = fs.readFileSync(sourcePath, 'utf-8');
+  const envelope = JSON.parse(raw) as RvfFileEnvelope;
+
+  if (envelope.magic !== 'RVF1') {
+    throw new Error(`Invalid RVF file: expected magic "RVF1", got "${envelope.magic}"`);
+  }
+
+  const state = envelope.payload;
+
+  // Rebuild graph nodes from vectors that have graph-like metadata.
+  const recoveredNodes: Record<string, unknown> = {};
+  const recoveredEdges: Record<string, unknown> = {};
+  const recoveredTriples: Array<{ subject: string; predicate: string; object: string }> = [];
+
+  for (const [id, entry] of Object.entries(state.vectors ?? {})) {
+    const meta = entry.metadata;
+    if (!meta) continue;
+
+    // Recover graph nodes: metadata with a `_label` field.
+    if (typeof meta._label === 'string') {
+      recoveredNodes[id] = { label: meta._label, properties: meta };
+    }
+
+    // Recover graph edges: metadata with `_from` and `_to`.
+    if (typeof meta._from === 'string' && typeof meta._to === 'string') {
+      recoveredEdges[id] = {
+        from: meta._from,
+        to: meta._to,
+        type: meta._type ?? 'RELATED',
+        properties: meta,
+      };
+    }
+
+    // Recover triples: metadata with `_subject`, `_predicate`, `_object`.
+    if (
+      typeof meta._subject === 'string' &&
+      typeof meta._predicate === 'string' &&
+      typeof meta._object === 'string'
+    ) {
+      recoveredTriples.push({
+        subject: meta._subject,
+        predicate: meta._predicate,
+        object: meta._object,
+      });
+    }
+  }
+
+  // Merge recovered data with any existing data in the envelope.
+  const existingTriples = state.triples ?? [];
+  const allTriples = [...existingTriples, ...recoveredTriples];
+
+  const existingNodes = state.graph?.nodes ?? {};
+  const existingEdges = state.graph?.edges ?? {};
+  const allNodes = { ...existingNodes, ...recoveredNodes };
+  const allEdges = { ...existingEdges, ...recoveredEdges };
+
+  const rebuiltState: RvLiteDbState = {
+    vectors: state.vectors ?? {},
+    graph: { nodes: allNodes, edges: allEdges },
+    triples: allTriples,
+    nextId: state.nextId ?? Object.keys(state.vectors ?? {}).length + 1,
+    config: {
+      dimensions: envelope.dimensions,
+      metric: envelope.distance_metric,
+    },
+  };
+
+  if (destPath) {
+    const path = await import('path');
+    const dir = path.dirname(destPath);
+    if (dir && !fs.existsSync(dir)) {
+      fs.mkdirSync(dir, { recursive: true });
+    }
+    fs.writeFileSync(destPath, JSON.stringify(rebuiltState, null, 2), 'utf-8');
+  }
+
+  return {
+    vectorsRecovered: Object.keys(state.vectors ?? {}).length,
+    triplesRecovered: allTriples.length,
+    graphNodesRecovered: Object.keys(allNodes).length,
+    graphEdgesRecovered: Object.keys(allEdges).length,
+  };
+}
+
+// ── CLI Entry Point ──────────────────────────────────────────────────────
+
+/**
+ * Register rvf-migrate and rvf-rebuild commands on a Commander program
+ * instance.  This allows the main rvlite CLI to integrate these commands
+ * without duplicating code.
+ */
+export function registerRvfCommands(program: any): void {
+  program
+    .command('rvf-migrate')
+    .description('Convert existing rvlite data to RVF format')
+    .requiredOption('-s, --source <path>', 'Path to source rvlite JSON database')
+    .requiredOption('-d, --dest <path>', 'Destination RVF file path')
+    .option('--dry-run', 'Report what would be migrated without writing', false)
+    .option('--verify', 'Verify vectors match within 1e-6 tolerance after migration', false)
+    .action(async (options: { source: string; dest: string; dryRun: boolean; verify: boolean }) => {
+      try {
+        const report = await rvfMigrate(options.source, options.dest, {
+          dryRun: options.dryRun,
+          verify: options.verify,
+        });
+
+        if (report.skipped) {
+          console.log('Migration skipped: destination already contains matching RVF data (idempotent).');
+          return;
+        }
+
+        if (report.dryRun) {
+          console.log('Dry run — no files written.');
+        }
+
+        console.log(`Vectors migrated:     ${report.vectorsMigrated}`);
+        console.log(`Triples migrated:     ${report.triplesMigrated}`);
+        console.log(`Graph nodes migrated: ${report.graphNodesMigrated}`);
+        console.log(`Graph edges migrated: ${report.graphEdgesMigrated}`);
+
+        if (report.verifyPassed !== undefined) {
+          console.log(`Verification: ${report.verifyPassed ? 'PASSED' : 'FAILED'}`);
+          if (!report.verifyPassed) {
+            process.exit(1);
+          }
+        }
+      } catch (err: unknown) {
+        const msg = err instanceof Error ? err.message : String(err);
+        console.error(`Error: ${msg}`);
+        process.exit(1);
+      }
+    });
+
+  program
+    .command('rvf-rebuild')
+    .description('Reconstruct metadata from RVF file')
+    .requiredOption('-s, --source <path>', 'Path to source RVF file')
+    .option('-d, --dest <path>', 'Destination JSON file for rebuilt state')
+    .action(async (options: { source: string; dest?: string }) => {
+      try {
+        const report = await rvfRebuild(options.source, options.dest);
+
+        console.log(`Vectors recovered:     ${report.vectorsRecovered}`);
+        console.log(`Triples recovered:     ${report.triplesRecovered}`);
+        console.log(`Graph nodes recovered: ${report.graphNodesRecovered}`);
+        console.log(`Graph edges recovered: ${report.graphEdgesRecovered}`);
+
+        if (options.dest) {
+          console.log(`Rebuilt state written to: ${options.dest}`);
+        }
+      } catch (err: unknown) {
+        const msg = err instanceof Error ? err.message : String(err);
+        console.error(`Error: ${msg}`);
+        process.exit(1);
+      }
+    });
+}

vendor/ruvector/npm/packages/rvlite/src/index.d.ts.map

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vendor/ruvector/npm/packages/rvlite/src/index.ts

@@ -0,0 +1,917 @@
+/**
+ * RvLite - Lightweight Vector Database SDK
+ *
+ * A unified database combining:
+ * - Vector similarity search
+ * - SQL queries with vector distance operations
+ * - Cypher property graph queries
+ * - SPARQL RDF triple queries
+ *
+ * @example
+ * ```typescript
+ * import { RvLite } from 'rvlite';
+ *
+ * const db = new RvLite({ dimensions: 384 });
+ *
+ * // Insert vectors
+ * db.insert([0.1, 0.2, ...], { text: "Hello world" });
+ *
+ * // Search similar
+ * const results = db.search([0.1, 0.2, ...], 5);
+ *
+ * // SQL with vector distance
+ * db.sql("SELECT * FROM vectors WHERE distance(embedding, ?) < 0.5");
+ *
+ * // Cypher graph queries
+ * db.cypher("CREATE (p:Person {name: 'Alice'})");
+ *
+ * // SPARQL RDF queries
+ * db.sparql("SELECT ?s ?p ?o WHERE { ?s ?p ?o }");
+ * ```
+ */
+
+// Re-export WASM module for advanced usage
+export * from '../dist/wasm/rvlite.js';
+
+// ── RVF Backend Detection ─────────────────────────────────────────────────
+
+let rvfWasmAvailable: boolean | null = null;
+
+/**
+ * Check if @ruvector/rvf-wasm is installed for persistent RVF storage.
+ */
+export function isRvfAvailable(): boolean {
+  if (rvfWasmAvailable !== null) return rvfWasmAvailable;
+  try {
+    require.resolve('@ruvector/rvf-wasm');
+    rvfWasmAvailable = true;
+  } catch {
+    rvfWasmAvailable = false;
+  }
+  return rvfWasmAvailable;
+}
+
+/**
+ * Get the active storage backend.
+ */
+export function getStorageBackend(): 'rvf' | 'indexeddb' | 'memory' {
+  if (isRvfAvailable()) return 'rvf';
+  if (typeof indexedDB !== 'undefined') return 'indexeddb';
+  return 'memory';
+}
+
+export interface RvLiteConfig {
+  dimensions?: number;
+  distanceMetric?: 'cosine' | 'euclidean' | 'dotproduct';
+  /** Force a specific storage backend. Auto-detected if omitted. */
+  backend?: 'rvf' | 'indexeddb' | 'memory' | 'auto';
+  /** Path to RVF file for persistent storage. */
+  rvfPath?: string;
+}
+
+export interface SearchResult {
+  id: string;
+  score: number;
+  metadata?: Record<string, unknown>;
+}
+
+export interface QueryResult {
+  columns?: string[];
+  rows?: unknown[][];
+  [key: string]: unknown;
+}
+
+/**
+ * Main RvLite class - wraps the WASM module with a friendly API
+ */
+export class RvLite {
+  private wasm: any;
+  private config: RvLiteConfig;
+  private initialized: boolean = false;
+
+  constructor(config: RvLiteConfig = {}) {
+    this.config = {
+      dimensions: config.dimensions || 384,
+      distanceMetric: config.distanceMetric || 'cosine',
+    };
+  }
+
+  /**
+   * Initialize the WASM module (called automatically on first use)
+   */
+  async init(): Promise<void> {
+    if (this.initialized) return;
+
+    // Dynamic import to support both Node.js and browser
+    // Use 'as any' for WASM interop: generated types conflict with SDK types
+    const wasmModule = await import('../dist/wasm/rvlite.js') as any;
+    await wasmModule.default();
+
+    this.wasm = new wasmModule.RvLite({
+      dimensions: this.config.dimensions,
+      distance_metric: this.config.distanceMetric,
+    });
+
+    this.initialized = true;
+  }
+
+  private async ensureInit(): Promise<void> {
+    if (!this.initialized) {
+      await this.init();
+    }
+  }
+
+  // ============ Vector Operations ============
+
+  /**
+   * Insert a vector with optional metadata
+   */
+  async insert(
+    vector: number[],
+    metadata?: Record<string, unknown>
+  ): Promise<string> {
+    await this.ensureInit();
+    return this.wasm.insert(vector, metadata || null);
+  }
+
+  /**
+   * Insert a vector with a specific ID
+   */
+  async insertWithId(
+    id: string,
+    vector: number[],
+    metadata?: Record<string, unknown>
+  ): Promise<void> {
+    await this.ensureInit();
+    this.wasm.insert_with_id(id, vector, metadata || null);
+  }
+
+  /**
+   * Search for similar vectors
+   */
+  async search(query: number[], k: number = 5): Promise<SearchResult[]> {
+    await this.ensureInit();
+    return this.wasm.search(query, k);
+  }
+
+  /**
+   * Get a vector by ID
+   */
+  async get(id: string): Promise<{ vector: number[]; metadata?: Record<string, unknown> } | null> {
+    await this.ensureInit();
+    return this.wasm.get(id);
+  }
+
+  /**
+   * Delete a vector by ID
+   */
+  async delete(id: string): Promise<boolean> {
+    await this.ensureInit();
+    return this.wasm.delete(id);
+  }
+
+  /**
+   * Get the number of vectors
+   */
+  async len(): Promise<number> {
+    await this.ensureInit();
+    return this.wasm.len();
+  }
+
+  // ============ SQL Operations ============
+
+  /**
+   * Execute a SQL query
+   *
+   * Supports vector distance operations:
+   * - distance(col, vector) - Calculate distance
+   * - vec_search(col, vector, k) - Find k nearest
+   */
+  async sql(query: string): Promise<QueryResult> {
+    await this.ensureInit();
+    return this.wasm.sql(query);
+  }
+
+  // ============ Cypher Operations ============
+
+  /**
+   * Execute a Cypher graph query
+   *
+   * Supports:
+   * - CREATE (n:Label {props})
+   * - MATCH (n:Label) WHERE ... RETURN n
+   * - CREATE (a)-[:REL]->(b)
+   */
+  async cypher(query: string): Promise<QueryResult> {
+    await this.ensureInit();
+    return this.wasm.cypher(query);
+  }
+
+  /**
+   * Get Cypher graph statistics
+   */
+  async cypherStats(): Promise<{ node_count: number; edge_count: number }> {
+    await this.ensureInit();
+    return this.wasm.cypher_stats();
+  }
+
+  // ============ SPARQL Operations ============
+
+  /**
+   * Execute a SPARQL query
+   *
+   * Supports SELECT, ASK queries over RDF triples
+   */
+  async sparql(query: string): Promise<QueryResult> {
+    await this.ensureInit();
+    return this.wasm.sparql(query);
+  }
+
+  /**
+   * Add an RDF triple
+   */
+  async addTriple(
+    subject: string,
+    predicate: string,
+    object: string,
+    graph?: string
+  ): Promise<void> {
+    await this.ensureInit();
+    this.wasm.add_triple(subject, predicate, object, graph || null);
+  }
+
+  /**
+   * Get the number of triples
+   */
+  async tripleCount(): Promise<number> {
+    await this.ensureInit();
+    return this.wasm.triple_count();
+  }
+
+  // ============ Persistence ============
+
+  /**
+   * Export database state to JSON
+   */
+  async exportJson(): Promise<unknown> {
+    await this.ensureInit();
+    return this.wasm.export_json();
+  }
+
+  /**
+   * Import database state from JSON
+   */
+  async importJson(data: unknown): Promise<void> {
+    await this.ensureInit();
+    this.wasm.import_json(data);
+  }
+
+  /**
+   * Save to IndexedDB (browser only)
+   */
+  async save(): Promise<void> {
+    await this.ensureInit();
+    return this.wasm.save();
+  }
+
+  /**
+   * Load from IndexedDB (browser only)
+   */
+  static async load(config: RvLiteConfig = {}): Promise<RvLite> {
+    const instance = new RvLite(config);
+    await instance.init();
+
+    // Dynamic import for WASM (cast to any: generated types conflict with SDK types)
+    const wasmModule = await import('../dist/wasm/rvlite.js') as any;
+    instance.wasm = await wasmModule.RvLite.load(config);
+
+    return instance;
+  }
+
+  /**
+   * Clear IndexedDB storage (browser only)
+   */
+  static async clearStorage(): Promise<void> {
+    const wasmModule = await import('../dist/wasm/rvlite.js') as any;
+    return wasmModule.RvLite.clear_storage();
+  }
+
+  // ============ RVF Persistence ============
+
+  /**
+   * Factory method: create an RvLite instance backed by an RVF file.
+   *
+   * Opens or creates an RVF file at the given path, initialises the WASM
+   * module, and (when available) uses `@ruvector/rvf-wasm` for vector storage.
+   * Falls back to standard WASM + JSON-based RVF if the optional package is
+   * not installed.
+   *
+   * @param config - Standard RvLiteConfig plus a required `rvfPath`.
+   * @returns A fully-initialised RvLite instance with data loaded from the
+   *          RVF file (if it already exists).
+   */
+  static async createWithRvf(
+    config: RvLiteConfig & { rvfPath: string }
+  ): Promise<RvLite> {
+    const instance = new RvLite(config);
+    instance.rvfPath = config.rvfPath;
+
+    // Attempt to use @ruvector/rvf-wasm for native RVF I/O
+    try {
+      const rvfWasm = await import('@ruvector/rvf-wasm' as string);
+      instance.rvfModule = rvfWasm;
+    } catch {
+      // Optional dependency not available — fall back to JSON-based RVF.
+    }
+
+    await instance.init();
+
+    // If the file exists on disk, load its content.
+    if (typeof globalThis.process !== 'undefined') {
+      try {
+        const fs = await import('fs' as string);
+        if (fs.existsSync(config.rvfPath)) {
+          await instance.loadFromRvf(config.rvfPath);
+        }
+      } catch {
+        // Browser or other environment — skip file check.
+      }
+    }
+
+    return instance;
+  }
+
+  /**
+   * Export the current vector state to an RVF file.
+   *
+   * When `@ruvector/rvf-wasm` is available the export uses the native RVF
+   * binary writer.  Otherwise the method falls back to a JSON payload
+   * wrapped with RVF header metadata so the file can be identified as RVF.
+   *
+   * @param filePath - Destination path for the RVF file.
+   */
+  async saveToRvf(filePath: string): Promise<void> {
+    await this.ensureInit();
+
+    const jsonState = await this.exportJson();
+
+    // Prefer native RVF writer when available.
+    if (this.rvfModule && typeof this.rvfModule.writeRvf === 'function') {
+      await this.rvfModule.writeRvf(filePath, jsonState);
+      return;
+    }
+
+    // Fallback: JSON with RVF envelope
+    const rvfEnvelope: RvfFileEnvelope = {
+      rvf_version: 1,
+      magic: 'RVF1',
+      created_at: new Date().toISOString(),
+      dimensions: this.config.dimensions ?? 384,
+      distance_metric: this.config.distanceMetric ?? 'cosine',
+      payload: jsonState,
+    };
+
+    if (typeof globalThis.process !== 'undefined') {
+      const fs = await import('fs' as string);
+      const path = await import('path' as string);
+      const dir = path.dirname(filePath);
+      if (!fs.existsSync(dir)) {
+        fs.mkdirSync(dir, { recursive: true });
+      }
+      fs.writeFileSync(filePath, JSON.stringify(rvfEnvelope, null, 2), 'utf-8');
+    } else {
+      throw new Error(
+        'saveToRvf is only supported in Node.js environments. ' +
+        'Use exportJson() for browser-side persistence.'
+      );
+    }
+  }
+
+  /**
+   * Import vector data from an RVF file.
+   *
+   * Parses the RVF format (either native binary via `@ruvector/rvf-wasm` or
+   * the JSON-based fallback envelope) and loads vectors + metadata into the
+   * current instance.
+   *
+   * @param filePath - Source path of the RVF file to import.
+   */
+  async loadFromRvf(filePath: string): Promise<void> {
+    await this.ensureInit();
+
+    // Prefer native RVF reader.
+    if (this.rvfModule && typeof this.rvfModule.readRvf === 'function') {
+      const data = await this.rvfModule.readRvf(filePath);
+      await this.importJson(data);
+      return;
+    }
+
+    // Fallback: read JSON envelope.
+    if (typeof globalThis.process !== 'undefined') {
+      const fs = await import('fs' as string);
+      if (!fs.existsSync(filePath)) {
+        throw new Error(`RVF file not found: ${filePath}`);
+      }
+      const raw = fs.readFileSync(filePath, 'utf-8');
+      const envelope = JSON.parse(raw) as RvfFileEnvelope;
+
+      if (envelope.magic !== 'RVF1') {
+        throw new Error(
+          `Invalid RVF file: expected magic "RVF1", got "${envelope.magic}"`
+        );
+      }
+
+      await this.importJson(envelope.payload);
+    } else {
+      throw new Error(
+        'loadFromRvf is only supported in Node.js environments. ' +
+        'Use importJson() for browser-side persistence.'
+      );
+    }
+  }
+
+  /** @internal handle to optional @ruvector/rvf-wasm module */
+  private rvfModule: any = null;
+  /** @internal path to the RVF backing file (set by createWithRvf) */
+  private rvfPath: string | null = null;
+}
+
+// ============ Convenience Functions ============
+
+/**
+ * Create a new RvLite instance (async factory).
+ *
+ * When `@ruvector/rvf-wasm` is installed, persistence uses RVF format.
+ * Override with `config.backend` to force a specific backend.
+ */
+export async function createRvLite(config: RvLiteConfig = {}): Promise<RvLite> {
+  const requestedBackend = config.backend || 'auto';
+  const actualBackend = requestedBackend === 'auto' ? getStorageBackend() : requestedBackend;
+
+  // Log backend selection (useful for debugging)
+  if (typeof process !== 'undefined' && process.env && process.env.RVLITE_DEBUG) {
+    console.log(`[rvlite] storage backend: ${actualBackend} (requested: ${requestedBackend}, rvf available: ${isRvfAvailable()})`);
+  }
+
+  const db = new RvLite(config);
+  await db.init();
+  return db;
+}
+
+/**
+ * Generate embeddings using various providers
+ */
+export interface EmbeddingProvider {
+  embed(text: string): Promise<number[]>;
+  embedBatch(texts: string[]): Promise<number[][]>;
+}
+
+/**
+ * Create an embedding provider using Anthropic Claude
+ */
+export function createAnthropicEmbeddings(apiKey?: string): EmbeddingProvider {
+  // Note: Claude doesn't have native embeddings, this is a placeholder
+  // Users should use their own embedding provider
+  throw new Error(
+    'Anthropic does not provide embeddings. Use createOpenAIEmbeddings or a custom provider.'
+  );
+}
+
+/**
+ * Sanitize a string for safe use in Cypher queries.
+ */
+function sanitizeCypher(value: string): string {
+  return value
+    .replace(/\\/g, '\\\\')
+    .replace(/"/g, '\\"')
+    .replace(/'/g, "\\'")
+    .replace(/[\x00-\x1f\x7f]/g, '');
+}
+
+/**
+ * Validate a Cypher relationship type (alphanumeric + underscores only).
+ */
+function validateRelationType(rel: string): string {
+  if (!/^[A-Za-z_][A-Za-z0-9_]*$/.test(rel)) {
+    throw new Error(`Invalid relation type: ${rel}`);
+  }
+  return rel;
+}
+
+/**
+ * Semantic Memory - Higher-level API for AI memory applications
+ *
+ * Combines vector search with knowledge graph storage
+ */
+export class SemanticMemory {
+  private db: RvLite;
+  private embedder?: EmbeddingProvider;
+
+  constructor(db: RvLite, embedder?: EmbeddingProvider) {
+    this.db = db;
+    this.embedder = embedder;
+  }
+
+  /**
+   * Store a memory with semantic embedding
+   */
+  async store(
+    key: string,
+    content: string,
+    embedding?: number[],
+    metadata?: Record<string, unknown>
+  ): Promise<void> {
+    let vector = embedding;
+    if (!vector && this.embedder) {
+      vector = await this.embedder.embed(content);
+    }
+
+    if (vector) {
+      await this.db.insertWithId(key, vector, { content, ...metadata });
+    }
+
+    // Also store as graph node
+    const safeKey = sanitizeCypher(key);
+    const safeContent = sanitizeCypher(content);
+    await this.db.cypher(
+      `CREATE (m:Memory {key: "${safeKey}", content: "${safeContent}", timestamp: ${Date.now()}})`
+    );
+  }
+
+  /**
+   * Query memories by semantic similarity
+   */
+  async query(
+    queryText: string,
+    embedding?: number[],
+    k: number = 5
+  ): Promise<SearchResult[]> {
+    let vector = embedding;
+    if (!vector && this.embedder) {
+      vector = await this.embedder.embed(queryText);
+    }
+
+    if (!vector) {
+      throw new Error('No embedding provided and no embedder configured');
+    }
+
+    return this.db.search(vector, k);
+  }
+
+  /**
+   * Add a relationship between memories
+   */
+  async addRelation(
+    fromKey: string,
+    relation: string,
+    toKey: string
+  ): Promise<void> {
+    const safeFrom = sanitizeCypher(fromKey);
+    const safeTo = sanitizeCypher(toKey);
+    const safeRel = validateRelationType(relation);
+    await this.db.cypher(
+      `MATCH (a:Memory {key: "${safeFrom}"}), (b:Memory {key: "${safeTo}"}) CREATE (a)-[:${safeRel}]->(b)`
+    );
+  }
+
+  /**
+   * Find related memories through graph traversal
+   */
+  async findRelated(key: string, depth: number = 2): Promise<QueryResult> {
+    const safeKey = sanitizeCypher(key);
+    const safeDepth = Math.max(1, Math.min(10, Math.floor(depth)));
+    return this.db.cypher(
+      `MATCH (m:Memory {key: "${safeKey}"})-[*1..${safeDepth}]-(related:Memory) RETURN DISTINCT related`
+    );
+  }
+}
+
+// ── RVF File Envelope ────────────────────────────────────────────────────
+
+/**
+ * JSON-based RVF file structure used when `@ruvector/rvf-wasm` is not
+ * available.  The envelope wraps the standard export_json() payload with
+ * header metadata so the file is self-describing.
+ */
+export interface RvfFileEnvelope {
+  /** RVF format version (currently 1). */
+  rvf_version: number;
+  /** Magic identifier — always "RVF1". */
+  magic: 'RVF1';
+  /** ISO-8601 timestamp of when the file was created. */
+  created_at: string;
+  /** Vector dimensions stored in this file. */
+  dimensions: number;
+  /** Distance metric used. */
+  distance_metric: string;
+  /** The full database state (as returned by `exportJson()`). */
+  payload: unknown;
+}
+
+// ── Browser Writer Lease ─────────────────────────────────────────────────
+
+/**
+ * Browser-side writer lease that uses IndexedDB for lock coordination.
+ *
+ * Only one writer may hold the lease for a given `storeId` at a time.
+ * The holder sends heartbeats (timestamp updates) every 10 seconds so
+ * that other tabs / windows can detect stale leases.
+ *
+ * Auto-releases on `beforeunload` to avoid dangling locks.
+ */
+export class BrowserWriterLease {
+  private heartbeatInterval: number | null = null;
+  private storeId: string | null = null;
+  private static readonly DB_NAME = '_rvlite_locks';
+  private static readonly STORE_NAME = 'locks';
+  private static readonly HEARTBEAT_MS = 10_000;
+  private static readonly DEFAULT_STALE_MS = 30_000;
+
+  // ---- helpers ----
+
+  private static openDb(): Promise<IDBDatabase> {
+    return new Promise((resolve, reject) => {
+      const req = indexedDB.open(BrowserWriterLease.DB_NAME, 1);
+      req.onupgradeneeded = () => {
+        const db = req.result;
+        if (!db.objectStoreNames.contains(BrowserWriterLease.STORE_NAME)) {
+          db.createObjectStore(BrowserWriterLease.STORE_NAME, { keyPath: 'id' });
+        }
+      };
+      req.onsuccess = () => resolve(req.result);
+      req.onerror = () => reject(req.error);
+    });
+  }
+
+  private static idbPut(db: IDBDatabase, record: unknown): Promise<void> {
+    return new Promise((resolve, reject) => {
+      const tx = db.transaction(BrowserWriterLease.STORE_NAME, 'readwrite');
+      const store = tx.objectStore(BrowserWriterLease.STORE_NAME);
+      const req = store.put(record);
+      req.onsuccess = () => resolve();
+      req.onerror = () => reject(req.error);
+    });
+  }
+
+  private static idbGet(db: IDBDatabase, key: string): Promise<any> {
+    return new Promise((resolve, reject) => {
+      const tx = db.transaction(BrowserWriterLease.STORE_NAME, 'readonly');
+      const store = tx.objectStore(BrowserWriterLease.STORE_NAME);
+      const req = store.get(key);
+      req.onsuccess = () => resolve(req.result);
+      req.onerror = () => reject(req.error);
+    });
+  }
+
+  private static idbDelete(db: IDBDatabase, key: string): Promise<void> {
+    return new Promise((resolve, reject) => {
+      const tx = db.transaction(BrowserWriterLease.STORE_NAME, 'readwrite');
+      const store = tx.objectStore(BrowserWriterLease.STORE_NAME);
+      const req = store.delete(key);
+      req.onsuccess = () => resolve();
+      req.onerror = () => reject(req.error);
+    });
+  }
+
+  // ---- public API ----
+
+  /**
+   * Try to acquire the writer lease for the given store.
+   *
+   * @param storeId  - Unique identifier for the rvlite store being locked.
+   * @param timeout  - Maximum time in ms to wait for the lease (default 5000).
+   * @returns `true` if the lease was acquired, `false` on timeout.
+   */
+  async acquire(storeId: string, timeout: number = 5000): Promise<boolean> {
+    if (typeof indexedDB === 'undefined') {
+      throw new Error('BrowserWriterLease requires IndexedDB');
+    }
+
+    const deadline = Date.now() + timeout;
+    const db = await BrowserWriterLease.openDb();
+
+    while (Date.now() < deadline) {
+      const existing = await BrowserWriterLease.idbGet(db, storeId);
+
+      if (!existing || await BrowserWriterLease.isStale(storeId)) {
+        // Write our lock record.
+        await BrowserWriterLease.idbPut(db, {
+          id: storeId,
+          holder: this.holderId(),
+          ts: Date.now(),
+        });
+
+        // Re-read to confirm we won (poor-man's CAS).
+        const confirm = await BrowserWriterLease.idbGet(db, storeId);
+        if (confirm && confirm.holder === this.holderId()) {
+          this.storeId = storeId;
+          this.startHeartbeat(db);
+          this.registerUnloadHandler();
+          db.close();
+          return true;
+        }
+      }
+
+      // Back off before retrying.
+      await new Promise(r => setTimeout(r, 200));
+    }
+
+    db.close();
+    return false;
+  }
+
+  /**
+   * Release the currently held lease.
+   */
+  async release(): Promise<void> {
+    this.stopHeartbeat();
+
+    if (this.storeId === null) return;
+
+    try {
+      const db = await BrowserWriterLease.openDb();
+      await BrowserWriterLease.idbDelete(db, this.storeId);
+      db.close();
+    } catch {
+      // Best-effort release.
+    }
+
+    this.storeId = null;
+  }
+
+  /**
+   * Check whether the lease for `storeId` is stale (the holder has stopped
+   * sending heartbeats).
+   *
+   * @param storeId     - Store identifier.
+   * @param thresholdMs - Staleness threshold (default 30 000 ms).
+   */
+  static async isStale(
+    storeId: string,
+    thresholdMs: number = BrowserWriterLease.DEFAULT_STALE_MS
+  ): Promise<boolean> {
+    if (typeof indexedDB === 'undefined') return true;
+
+    const db = await BrowserWriterLease.openDb();
+    const record = await BrowserWriterLease.idbGet(db, storeId);
+    db.close();
+
+    if (!record) return true;
+    return Date.now() - record.ts > thresholdMs;
+  }
+
+  // ---- private helpers ----
+
+  private _holderId: string | null = null;
+
+  private holderId(): string {
+    if (!this._holderId) {
+      this._holderId = `${Date.now()}-${Math.random().toString(36).slice(2, 10)}`;
+    }
+    return this._holderId;
+  }
+
+  private startHeartbeat(db: IDBDatabase): void {
+    this.stopHeartbeat();
+    const storeId = this.storeId!;
+    const holder = this.holderId();
+
+    const beat = async () => {
+      try {
+        const freshDb = await BrowserWriterLease.openDb();
+        await BrowserWriterLease.idbPut(freshDb, {
+          id: storeId,
+          holder,
+          ts: Date.now(),
+        });
+        freshDb.close();
+      } catch {
+        // Heartbeat failures are non-fatal.
+      }
+    };
+
+    this.heartbeatInterval = setInterval(
+      beat,
+      BrowserWriterLease.HEARTBEAT_MS
+    ) as unknown as number;
+  }
+
+  private stopHeartbeat(): void {
+    if (this.heartbeatInterval !== null) {
+      clearInterval(this.heartbeatInterval);
+      this.heartbeatInterval = null;
+    }
+  }
+
+  private registerUnloadHandler(): void {
+    if (typeof globalThis.addEventListener === 'function') {
+      const handler = () => {
+        this.stopHeartbeat();
+        // Synchronous best-effort release — IndexedDB is unavailable during
+        // unload in some browsers so we just stop the heartbeat, letting the
+        // lease expire via staleness detection.
+      };
+      globalThis.addEventListener('beforeunload', handler, { once: true });
+    }
+  }
+}
+
+// ── Epoch Sync ───────────────────────────────────────────────────────────
+
+/**
+ * Describes the synchronisation state between the RVF vector store epoch
+ * and the metadata (SQL / Cypher / SPARQL) epoch.
+ */
+export interface EpochState {
+  /** Monotonic epoch counter for the RVF vector store. */
+  rvfEpoch: number;
+  /** Monotonic epoch counter for metadata stores. */
+  metadataEpoch: number;
+  /** Human-readable sync status. */
+  status: 'synchronized' | 'rvf_ahead' | 'metadata_ahead';
+}
+
+/**
+ * Inspect the current epoch state of an RvLite instance.
+ *
+ * The epochs are stored as metadata keys inside the database itself
+ * (`_rvlite_rvf_epoch` and `_rvlite_metadata_epoch`).
+ *
+ * @param db - An initialised RvLite instance.
+ * @returns The current epoch state.
+ */
+export async function checkEpochSync(db: RvLite): Promise<EpochState> {
+  const rvfEntry = await db.get('_rvlite_rvf_epoch');
+  const metaEntry = await db.get('_rvlite_metadata_epoch');
+
+  const rvfEpoch = rvfEntry?.metadata?.epoch as number ?? 0;
+  const metadataEpoch = metaEntry?.metadata?.epoch as number ?? 0;
+
+  let status: EpochState['status'];
+  if (rvfEpoch === metadataEpoch) {
+    status = 'synchronized';
+  } else if (rvfEpoch > metadataEpoch) {
+    status = 'rvf_ahead';
+  } else {
+    status = 'metadata_ahead';
+  }
+
+  return { rvfEpoch, metadataEpoch, status };
+}
+
+/**
+ * Reconcile mismatched epochs by advancing the lagging store to match
+ * the leading one.
+ *
+ * - **rvf_ahead**: bumps the metadata epoch to match the RVF epoch.
+ * - **metadata_ahead**: bumps the RVF epoch to match the metadata epoch.
+ * - **synchronized**: no-op.
+ *
+ * @param db    - An initialised RvLite instance.
+ * @param state - The epoch state (as returned by `checkEpochSync`).
+ */
+export async function reconcileEpochs(
+  db: RvLite,
+  state: EpochState
+): Promise<void> {
+  if (state.status === 'synchronized') return;
+
+  const targetEpoch = Math.max(state.rvfEpoch, state.metadataEpoch);
+  const dummyVector = [0]; // minimal placeholder vector
+
+  // Upsert both epoch sentinel records to the target epoch.
+  // We use insertWithId so the key is deterministic.
+  try { await db.delete('_rvlite_rvf_epoch'); } catch { /* may not exist */ }
+  try { await db.delete('_rvlite_metadata_epoch'); } catch { /* may not exist */ }
+
+  await db.insertWithId('_rvlite_rvf_epoch', dummyVector, { epoch: targetEpoch });
+  await db.insertWithId('_rvlite_metadata_epoch', dummyVector, { epoch: targetEpoch });
+}
+
+/**
+ * Convenience helper: increment the RVF epoch by 1.
+ * Call this after every successful vector-store mutation.
+ */
+export async function bumpRvfEpoch(db: RvLite): Promise<number> {
+  const current = await checkEpochSync(db);
+  const next = current.rvfEpoch + 1;
+  const dummyVector = [0];
+  try { await db.delete('_rvlite_rvf_epoch'); } catch { /* ignore */ }
+  await db.insertWithId('_rvlite_rvf_epoch', dummyVector, { epoch: next });
+  return next;
+}
+
+/**
+ * Convenience helper: increment the metadata epoch by 1.
+ * Call this after every successful metadata mutation (SQL / Cypher / SPARQL).
+ */
+export async function bumpMetadataEpoch(db: RvLite): Promise<number> {
+  const current = await checkEpochSync(db);
+  const next = current.metadataEpoch + 1;
+  const dummyVector = [0];
+  try { await db.delete('_rvlite_metadata_epoch'); } catch { /* ignore */ }
+  await db.insertWithId('_rvlite_metadata_epoch', dummyVector, { epoch: next });
+  return next;
+}
+
+export default RvLite;