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"https://registry.npmjs.org/supports-color/-/supports-color-7.2.0.tgz", @@ -2015,6 +2996,25 @@ "webpack": "^5.0.0" } }, + "node_modules/tslib": { + "version": "2.8.1", + "resolved": "https://registry.npmjs.org/tslib/-/tslib-2.8.1.tgz", + "integrity": "sha512-oJFu94HQb+KVduSUQL7wnpmqnfmLsOA/nAh6b6EH0wCEoK0/mPeXU6c3wKDV83MkOuHPRHtSXKKU99IBazS/2w==", + "license": "0BSD", + "optional": true + }, + "node_modules/type-fest": { + "version": "0.13.1", + "resolved": "https://registry.npmjs.org/type-fest/-/type-fest-0.13.1.tgz", + "integrity": "sha512-34R7HTnG0XIJcBSn5XhDd7nNFPRcXYRZrBB2O2jdKqYODldSzBAqzsWoZYYvduky73toYS/ESqxPvkDf/F0XMg==", + "license": "(MIT OR CC0-1.0)", + "engines": { + "node": ">=10" + }, + "funding": { + "url": "https://github.com/sponsors/sindresorhus" + } + }, "node_modules/typescript": { "version": "4.9.5", "resolved": "https://registry.npmjs.org/typescript/-/typescript-4.9.5.tgz", @@ -2033,7 +3033,6 @@ "version": "5.26.5", "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-5.26.5.tgz", "integrity": "sha512-JlCMO+ehdEIKqlFxk6IfVoAUVmgz7cU7zD/h9XZ0qzeosSHmUJVOzSQvvYSYWXkFXC+IfLKSIffhv0sVZup6pA==", - "dev": true, "license": "MIT" }, "node_modules/universalify": { diff --git a/package.json b/package.json index 13c6c6b..1c61725 100644 --- a/package.json +++ b/package.json @@ -2,8 +2,9 @@ "name": "joplin-note-categorization-plugin", "version": "1.0.0", "scripts": { - "dist": "webpack --env joplin-plugin-config=buildMain && webpack --env joplin-plugin-config=buildExtraScripts && webpack --env joplin-plugin-config=createArchive", + "dist": "webpack --env joplin-plugin-config=buildMain && webpack --env joplin-plugin-config=buildExtraScripts && npm run copyAssets && webpack --env joplin-plugin-config=createArchive", "prepare": "npm run dist", + "copyAssets": "node tools/copyAssets.js", "updateVersion": "webpack --env joplin-plugin-config=updateVersion", "update": "npm install -g generator-joplin && yo joplin --node-package-manager npm --update --force" }, @@ -25,5 +26,8 @@ "typescript": "^4.8.2", "webpack": "^5.74.0", "webpack-cli": "^4.10.0" + }, + "dependencies": { + "@huggingface/transformers": "^3.8.1" } } diff --git a/plugin.config.json b/plugin.config.json index c2efd61..0034907 100644 --- a/plugin.config.json +++ b/plugin.config.json @@ -1,3 +1,3 @@ { - "extraScripts": [] + "extraScripts": ["worker/embedWorker.ts"] } \ No newline at end of file diff --git a/src/commands/testEmbed.ts b/src/commands/testEmbed.ts new file mode 100644 index 0000000..efbd564 --- /dev/null +++ b/src/commands/testEmbed.ts @@ -0,0 +1,60 @@ +import { fetchAllNotes } from '../pipeline/noteReader'; +import { log, logErr } from '../utils/logger'; + +export const runTestEmbed = async (installDir: string) => { + log('Test embed command triggered'); + + const notes = await fetchAllNotes(); + log(`Fetched ${notes.length} notes`); + + if (notes.length === 0) { + log('No notes found. Create some notes and try again.'); + return; + } + + const testNote = notes[0]; + const textToEmbed = testNote.body.length > 0 ? testNote.body.slice(0, 2000) : testNote.title; + log(`Embedding note: "${testNote.title}" (${textToEmbed.length} chars)`); + + const worker = new Worker(`${installDir}/worker/embedWorker.js`); + + worker.onerror = (err) => { + logErr('Worker error:', err.message || err); + }; + + worker.onmessage = async (event) => { + const data = event.data; + + if (data.type === 'load-result') { + if (data.success) { + log(`Model loaded in ${(data.loadTime / 1000).toFixed(1)}s, warmup: ${Math.round(data.warmupTime)}ms`); + + worker.postMessage({ + type: 'embed', + text: textToEmbed, + noteId: testNote.id, + }); + } else { + logErr('Model load failed:', data.error); + worker.terminate(); + } + return; + } + + if (data.type === 'embed-result') { + if (data.success) { + log(`Embedding complete for "${testNote.title}"`); + log(` Dimensions: ${data.dimensions}`); + log(` Inference time: ${Math.round(data.inferenceTime)}ms`); + log(` First 5 values: [${data.embedding.slice(0, 5).map((v: number) => v.toFixed(4)).join(', ')}]`); + } else { + logErr('Embed failed:', data.error); + } + worker.terminate(); + log('Worker terminated. Test complete.'); + } + }; + + log('Loading model...'); + worker.postMessage({ type: 'load' }); +}; diff --git a/src/index.ts b/src/index.ts index 831af79..98b0277 100644 --- a/src/index.ts +++ b/src/index.ts @@ -1,8 +1,26 @@ import joplin from 'api'; +import { MenuItemLocation } from 'api/types'; +import { runTestEmbed } from './commands/testEmbed'; +import { log } from './utils/logger'; joplin.plugins.register({ - onStart: async function() { - // eslint-disable-next-line no-console - console.info('Hello world. Test plugin started!'); + onStart: async function () { + log('Plugin started'); + + const installDir = await joplin.plugins.installationDir(); + + await joplin.commands.register({ + name: 'aiCategorise.testEmbed', + label: 'AI Categorise: Test Embedding', + execute: async () => runTestEmbed(installDir), + }); + + await joplin.views.menuItems.create( + 'aiCategorise.testEmbedMenuItem', + 'aiCategorise.testEmbed', + MenuItemLocation.Tools, + ); + + log('Test command registered under Tools menu'); }, }); diff --git a/src/manifest.json b/src/manifest.json index 665f46a..694457f 100644 --- a/src/manifest.json +++ b/src/manifest.json @@ -4,7 +4,7 @@ "app_min_version": "3.5", "version": "1.0.0", "name": "Note Categorization Plugin", - "description": "", + "description": "AI-based note categorisation: clusters notes semantically, suggests tags and notebook structures, and detects stale notes.", "author": "Harsh Gupta", "homepage_url": "", "repository_url": "https://github.com/joplin/plugin-note-categorization", diff --git a/src/pipeline/noteReader.ts b/src/pipeline/noteReader.ts new file mode 100644 index 0000000..fe8a138 --- /dev/null +++ b/src/pipeline/noteReader.ts @@ -0,0 +1,28 @@ +import joplin from 'api'; + +export interface NoteItem { + id: string; + title: string; + body: string; + updated_time: number; + user_updated_time: number; + parent_id: string; +} + +export const fetchAllNotes = async (): Promise => { + let page = 1; + const allNotes: NoteItem[] = []; + + while (true) { + const result = await joplin.data.get(['notes'], { + fields: ['id', 'title', 'body', 'updated_time', 'user_updated_time', 'parent_id'], + page, + limit: 50, + }); + allNotes.push(...result.items); + if (!result.has_more) break; + page++; + } + + return allNotes; +}; diff --git a/src/utils/logger.ts b/src/utils/logger.ts new file mode 100644 index 0000000..4a188ac --- /dev/null +++ b/src/utils/logger.ts @@ -0,0 +1,9 @@ +const LOG_PREFIX = '[ai-categorise]'; + +export const log = (...args: unknown[]) => { + console.info(LOG_PREFIX, ...args); +}; + +export const logErr = (...args: unknown[]) => { + console.error(LOG_PREFIX, ...args); +}; diff --git a/src/worker/embedWorker.ts b/src/worker/embedWorker.ts new file mode 100644 index 0000000..a835fd8 --- /dev/null +++ b/src/worker/embedWorker.ts @@ -0,0 +1,72 @@ +// @ts-ignore +import { pipeline, env } from '@huggingface/transformers'; + +const MODEL_ID = 'Xenova/all-MiniLM-L6-v2'; +const MODEL_DTYPE = 'fp32' as const; +const POOLING = 'mean' as const; + +// Worker compiles to dist/worker/, WASM files are at dist/onnx-dist/ +env.backends.onnx.wasm!.wasmPaths = '../onnx-dist/'; + +let embedder: any = null; + +const loadModel = async () => { + const t0 = performance.now(); + + embedder = await pipeline('feature-extraction', MODEL_ID, { + dtype: MODEL_DTYPE, + }); + + const loadTime = performance.now() - t0; + + // Warm-up: first inference is always slower due to JIT/WASM setup. + const tw = performance.now(); + await embedder('warmup text', { pooling: POOLING, normalize: true }); + const warmupTime = performance.now() - tw; + + return { loadTime, warmupTime }; +}; + +const embed = async (text: string) => { + if (!embedder) throw new Error('Model not loaded'); + + const t0 = performance.now(); + const output = await embedder(text, { pooling: POOLING, normalize: true }); + const inferenceTime = performance.now() - t0; + const dimensions = output.data.length; + const embedding = Array.from(output.data as Float32Array); + + return { inferenceTime, dimensions, embedding }; +}; + +self.addEventListener('message', async (event) => { + const { type } = event.data; + + if (type === 'load') { + try { + const result = await loadModel(); + postMessage({ type: 'load-result', success: true, ...result }); + } catch (e: any) { + postMessage({ type: 'load-result', success: false, error: String(e) }); + } + } + + if (type === 'embed') { + try { + const result = await embed(event.data.text); + postMessage({ + type: 'embed-result', + noteId: event.data.noteId, + success: true, + ...result, + }); + } catch (e: any) { + postMessage({ + type: 'embed-result', + noteId: event.data.noteId, + success: false, + error: String(e), + }); + } + } +}); diff --git a/tools/copyAssets.js b/tools/copyAssets.js new file mode 100644 index 0000000..331bb94 --- /dev/null +++ b/tools/copyAssets.js @@ -0,0 +1,43 @@ +// Copy onnxruntime-web wasm binaries into dist/onnx-dist so the Web Worker +// can load them locally without hitting CSP/CORS issues in Electron. +const fs = require('fs-extra'); +const path = require('path'); + +const possiblePaths = [ + path.join(__dirname, '..', 'node_modules', '@huggingface', 'transformers', 'node_modules', 'onnxruntime-web', 'dist'), + path.join(__dirname, '..', 'node_modules', 'onnxruntime-web', 'dist'), +]; + +let onnxDistDir = null; +for (const p of possiblePaths) { + if (fs.existsSync(p)) { + onnxDistDir = p; + break; + } +} + +if (!onnxDistDir) { + console.error('ERROR: Could not find onnxruntime-web dist directory!'); + console.error('Searched:', possiblePaths); + process.exit(1); +} + +const targetDir = path.join(__dirname, '..', 'dist', 'onnx-dist'); + +// Clean stale files before copying +fs.removeSync(targetDir); +fs.ensureDirSync(targetDir); + +// Copy only ONNX runtime files (.wasm + .mjs loaders) to reduce plugin archive size +const runtimeFiles = fs.readdirSync(onnxDistDir).filter(f => + f.startsWith('ort-wasm') && (f.endsWith('.wasm') || f.endsWith('.mjs')) +); + +console.log(`Copying ${runtimeFiles.length} ONNX runtime files from: ${onnxDistDir}`); +console.log(` to: ${targetDir}`); + +for (const file of runtimeFiles) { + fs.copySync(path.join(onnxDistDir, file), path.join(targetDir, file)); +} + +console.log(`Done! ${runtimeFiles.length} ONNX runtime files copied to dist/onnx-dist/`); diff --git a/webpack.config.js b/webpack.config.js index b4b3e18..f222f04 100644 --- a/webpack.config.js +++ b/webpack.config.js @@ -308,8 +308,14 @@ function buildExtraScriptConfigs(userConfig) { for (const scriptName of userConfig.extraScripts) { const scriptPaths = resolveExtraScriptPath(scriptName); - output.push({ ...extraScriptConfig, entry: scriptPaths.entry, - output: scriptPaths.output }); + output.push({ + ...extraScriptConfig, entry: scriptPaths.entry, + output: { + filename: scriptPaths.output.filename, + path: scriptPaths.output.path, + }, + target: 'web' + }); } return output;