Initial commit: RA-H Open Source Edition
Local-first knowledge management system with BYO API keys. Features: - 3-panel UI (Nodes | Focus | Helpers) - SQLite + sqlite-vec for vector search - Agent system (Easy/Hard mode orchestrators) - Content extraction (YouTube, PDF, web) - Integrate workflow for connection discovery - Dimension system with auto-assignment Tech stack: - Next.js 15 + TypeScript + Tailwind CSS - Anthropic (Claude) + OpenAI (GPT) via Vercel AI SDK Setup: npm install && npm rebuild better-sqlite3 scripts/dev/bootstrap-local.sh npm run dev MIT License
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import { getSQLiteClient } from './sqlite-client';
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import { Node, NodeFilters } from '@/types/database';
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import { eventBroadcaster } from '../events';
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export class NodeService {
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async getNodes(filters: NodeFilters = {}): Promise<Node[]> {
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return this.getNodesSQLite(filters);
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}
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// PostgreSQL path removed in SQLite-only consolidation
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private async getNodesSQLite(filters: NodeFilters = {}): Promise<Node[]> {
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const { dimensions, search, limit = 100, offset = 0, sortBy } = filters;
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const sqlite = getSQLiteClient();
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// Use nodes_v view for array-like dimensions behavior (exclude embedding BLOB for performance)
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let query = `
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SELECT n.id, n.title, n.description, n.content, n.link, n.type, n.metadata, n.chunk,
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n.chunk_status, n.embedding_updated_at, n.embedding_text,
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n.created_at, n.updated_at,
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COALESCE((SELECT JSON_GROUP_ARRAY(d.dimension)
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FROM node_dimensions d WHERE d.node_id = n.id), '[]') as dimensions_json,
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(SELECT COUNT(*) FROM edges WHERE from_node_id = n.id OR to_node_id = n.id) as edge_count
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FROM nodes n
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WHERE 1=1
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`;
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const params: any[] = [];
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// Filter by dimensions (SQLite JOIN with node_dimensions)
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if (dimensions && dimensions.length > 0) {
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query += ` AND EXISTS (
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SELECT 1 FROM node_dimensions nd
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WHERE nd.node_id = n.id
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AND nd.dimension IN (${dimensions.map(() => '?').join(',')})
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)`;
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params.push(...dimensions);
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}
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// Text search in title and content (SQLite LIKE with COLLATE NOCASE)
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if (search) {
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query += ` AND (n.title LIKE ? COLLATE NOCASE OR n.content LIKE ? COLLATE NOCASE)`;
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params.push(`%${search}%`, `%${search}%`);
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}
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// Sorting logic
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if (search) {
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// For search queries, prioritize by relevance: exact title → starts with → contains in title → content
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query += ` ORDER BY
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CASE WHEN LOWER(n.title) = LOWER(?) THEN 1 ELSE 5 END,
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CASE WHEN LOWER(n.title) LIKE LOWER(?) THEN 2 ELSE 5 END,
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CASE WHEN n.title LIKE ? COLLATE NOCASE THEN 3 ELSE 5 END,
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CASE WHEN n.content LIKE ? COLLATE NOCASE THEN 4 ELSE 5 END,
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n.updated_at DESC`;
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params.push(
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search, // Exact match (case-insensitive)
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`${search}%`, // Starts with search term
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`%${search}%`, // Contains in title
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`%${search}%` // Contains in content
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);
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} else if (sortBy === 'edges') {
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// Sort by edge count (most connected first)
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query += ' ORDER BY edge_count DESC, n.updated_at DESC';
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} else {
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query += ' ORDER BY n.updated_at DESC';
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}
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if (limit) {
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query += ` LIMIT ?`;
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params.push(limit);
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}
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if (offset > 0) {
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query += ` OFFSET ?`;
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params.push(offset);
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}
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const result = sqlite.query<Node & { dimensions_json: string }>(query, params);
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// Parse dimensions_json back to array for compatibility
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return result.rows.map(row => ({
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...row,
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dimensions: JSON.parse(row.dimensions_json || '[]')
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}));
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}
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async getNodeById(id: number): Promise<Node | null> {
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return this.getNodeByIdSQLite(id);
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}
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// PostgreSQL path removed in SQLite-only consolidation
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private async getNodeByIdSQLite(id: number): Promise<Node | null> {
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const sqlite = getSQLiteClient();
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const query = `
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SELECT n.id, n.title, n.description, n.content, n.link, n.type, n.metadata, n.chunk,
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n.chunk_status, n.embedding_updated_at, n.embedding_text,
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n.created_at, n.updated_at,
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COALESCE((SELECT JSON_GROUP_ARRAY(d.dimension)
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FROM node_dimensions d WHERE d.node_id = n.id), '[]') as dimensions_json
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FROM nodes n
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WHERE n.id = ?
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`;
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const result = sqlite.query<Node & { dimensions_json: string }>(query, [id]);
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if (result.rows.length === 0) return null;
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const row = result.rows[0];
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return {
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...row,
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dimensions: JSON.parse(row.dimensions_json || '[]')
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};
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}
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async createNode(nodeData: Partial<Node>): Promise<Node> {
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return this.createNodeSQLite(nodeData);
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}
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// PostgreSQL path removed in SQLite-only consolidation
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private async createNodeSQLite(nodeData: Partial<Node>): Promise<Node> {
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const {
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title,
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description,
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content,
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link,
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type,
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dimensions = [],
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chunk,
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chunk_status,
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metadata = {}
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} = nodeData;
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const now = new Date().toISOString();
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const sqlite = getSQLiteClient();
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const nodeId = sqlite.transaction(() => {
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// Insert node using prepare/run for lastInsertRowid access
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const nodeResult = sqlite.prepare(`
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INSERT INTO nodes (title, description, content, link, type, metadata, chunk, chunk_status, created_at, updated_at)
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VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
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`).run(
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title,
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description ?? null,
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content ?? null,
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link ?? null,
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type ?? null,
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JSON.stringify(metadata),
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chunk ?? null,
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chunk_status ?? null,
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now,
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now
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);
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const id = Number(nodeResult.lastInsertRowid);
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// Insert dimensions separately with INSERT OR IGNORE for safety
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if (dimensions.length > 0) {
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const stmt = sqlite.prepare(
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"INSERT OR IGNORE INTO node_dimensions (node_id, dimension) VALUES (?, ?)"
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);
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for (const dimension of dimensions) {
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stmt.run(id, dimension);
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}
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}
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return id; // Returns number directly
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});
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// Get the created node with dimensions (outside transaction)
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const createdNode = await this.getNodeByIdSQLite(nodeId);
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if (!createdNode) {
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throw new Error('Failed to create node');
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}
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// Broadcast node creation event
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console.log('🚀 Broadcasting NODE_CREATED event for:', createdNode.title);
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eventBroadcaster.broadcast({
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type: 'NODE_CREATED',
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data: { node: createdNode }
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});
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return createdNode;
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}
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async updateNode(id: number, updates: Partial<Node>): Promise<Node> {
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return this.updateNodeSQLite(id, updates);
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}
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// PostgreSQL path removed in SQLite-only consolidation
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private async updateNodeSQLite(id: number, updates: Partial<Node>): Promise<Node> {
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const { title, description, content, link, type, dimensions, chunk, metadata } = updates;
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const now = new Date().toISOString();
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const sqlite = getSQLiteClient();
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const existingRow = sqlite
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.query<{ id: number }>('SELECT id FROM nodes WHERE id = ?', [id])
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.rows[0];
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if (!existingRow) {
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throw new Error(`Node with ID ${id} not found`);
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}
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sqlite.transaction(() => {
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// Update node columns (only update provided fields)
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const setFields: string[] = [];
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const params: any[] = [];
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if (title !== undefined) { setFields.push('title = ?'); params.push(title); }
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if (description !== undefined) { setFields.push('description = ?'); params.push(description); }
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if (content !== undefined) { setFields.push('content = ?'); params.push(content); }
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if (link !== undefined) { setFields.push('link = ?'); params.push(link); }
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if (type !== undefined) { setFields.push('type = ?'); params.push(type); }
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if (chunk !== undefined) { setFields.push('chunk = ?'); params.push(chunk); }
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if (Object.prototype.hasOwnProperty.call(updates, 'chunk_status')) {
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setFields.push('chunk_status = ?');
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params.push(updates.chunk_status ?? null);
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}
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if (metadata !== undefined) {
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setFields.push('metadata = ?');
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params.push(JSON.stringify(metadata));
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}
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// Always update timestamp
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setFields.push('updated_at = ?');
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params.push(now, id); // id for WHERE clause
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if (setFields.length > 1) { // More than just updated_at
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const stmt = sqlite.prepare(`UPDATE nodes SET ${setFields.join(', ')} WHERE id = ?`);
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stmt.run(...params);
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}
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// Handle dimensions separately
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if (Array.isArray(dimensions)) {
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sqlite.prepare('DELETE FROM node_dimensions WHERE node_id = ?').run(id);
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const dimStmt = sqlite.prepare('INSERT OR IGNORE INTO node_dimensions (node_id, dimension) VALUES (?, ?)');
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for (const dim of dimensions) {
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dimStmt.run(id, dim);
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}
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}
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});
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// Get updated node
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const updatedNode = await this.getNodeByIdSQLite(id);
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if (!updatedNode) {
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throw new Error(`Node with ID ${id} not found`);
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}
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// Broadcast node update event
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eventBroadcaster.broadcast({
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type: 'NODE_UPDATED',
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data: { nodeId: id, node: updatedNode }
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});
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return updatedNode;
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}
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async deleteNode(id: number): Promise<void> {
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return this.deleteNodeSQLite(id);
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}
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// PostgreSQL path removed in SQLite-only consolidation
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private async deleteNodeSQLite(id: number): Promise<void> {
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const sqlite = getSQLiteClient();
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const result = sqlite.query('DELETE FROM nodes WHERE id = ?', [id]);
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if (result.changes === 0) {
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throw new Error(`Node with ID ${id} not found`);
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}
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// Broadcast node deletion event
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eventBroadcaster.broadcast({
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type: 'NODE_DELETED',
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data: { nodeId: id }
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});
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}
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// Dimension-based filtering methods
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async getNodesByDimension(dimension: string): Promise<Node[]> {
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return this.getNodes({ dimensions: [dimension] });
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}
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async searchNodes(searchTerm: string, limit = 50): Promise<Node[]> {
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return this.getNodes({ search: searchTerm, limit });
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}
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async getNodeCount(): Promise<number> {
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const sqlite = getSQLiteClient();
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const result = sqlite.query('SELECT COUNT(*) as count FROM nodes');
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return Number(result.rows[0].count);
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}
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async bulkUpdateNodes(ids: number[], updates: Partial<Node>): Promise<Node[]> {
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if (ids.length === 0) {
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return [];
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}
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return this.bulkUpdateNodesSQLite(ids, updates);
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}
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// PostgreSQL path removed in SQLite-only consolidation
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private async bulkUpdateNodesSQLite(ids: number[], updates: Partial<Node>): Promise<Node[]> {
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// For SQLite, use IN (SELECT value FROM json_each(?)) for safety
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const sqlite = getSQLiteClient();
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const idsJson = JSON.stringify(ids);
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// For now, just update one by one - could optimize later
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const updatedNodes: Node[] = [];
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for (const id of ids) {
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const updated = await this.updateNodeSQLite(id, updates);
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updatedNodes.push(updated);
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}
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return updatedNodes;
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}
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// Get all unique dimensions for UI filtering
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async getAllDimensions(): Promise<string[]> {
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const sqlite = getSQLiteClient();
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const query = `
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SELECT DISTINCT dimension
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FROM node_dimensions
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ORDER BY dimension
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`;
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const result = sqlite.query<{dimension: string}>(query);
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return result.rows.map(row => row.dimension);
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}
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// Get dimension usage statistics
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async getDimensionStats(): Promise<{dimension: string, count: number}[]> {
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const sqlite = getSQLiteClient();
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const query = `
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SELECT dimension, COUNT(*) as count
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FROM node_dimensions
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GROUP BY dimension
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ORDER BY count DESC
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`;
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const result = sqlite.query<{dimension: string, count: number}>(query);
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return result.rows;
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}
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}
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// Export singleton instance
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export const nodeService = new NodeService();
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// Legacy export for backwards compatibility during migration
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export const itemService = nodeService;
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export const ItemService = NodeService;
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