Core Features & Usage

import { BrowserAI } from '@browserai/browserai';
 
const browserAI = new BrowserAI();
 
async function generateText() {
    // Load a text generation model
    await browserAI.loadModel('smollm2-135m-instruct');
    
    // Generate a response
    const response = await browserAI.generateText('What is machine learning?');
    console.log(response); // "Machine learning is a branch of AI..."
}

import { BrowserAI } from '@browserai/browserai';
 
const browserAI = new BrowserAI();
 
async function transcribeSpeech() {
    // Load Whisper model
    await browserAI.loadModel('whisper-tiny-en');
    
    // Record and transcribe
    await browserAI.startRecording();
    const audioBlob = await browserAI.stopRecording();
    const transcription = await browserAI.transcribeAudio(audioBlob);
    console.log(transcription.text); // "Hello, this is a test..."
}

import { BrowserAI } from '@browserai/browserai';
 
const browserAI = new BrowserAI();
 
async function synthesizeSpeech() {
    // Load TTS model
    await browserAI.loadModel('speecht5-tts');
    
    // Generate and play audio
    const audioBuffer = await browserAI.textToSpeech('Hello, how are you today?');
    
    // Play the audio
    const audioContext = new AudioContext();
    const source = audioContext.createBufferSource();
    const audioBuffer = await audioContext.decodeAudioData(audioBuffer);
    source.buffer = audioBuffer;
    source.connect(audioContext.destination);
    source.start();
    console.log('Audio playback started');
}

import { BrowserAI } from '@browserai/browserai';
 
const browserAI = new BrowserAI();
 
async function extractFeatures() {
    // Load feature extraction model
    await browserAI.loadModel('feature-extraction-model'); //Coming Soon
    
    // Get text embeddings
    const embeddings = await browserAI.extractFeatures('Hello, world!');
    console.log(embeddings); // [0.123, -0.456, ...]
}

import { BrowserAI } from '@browserai/browserai';
 
const browserAI = new BrowserAI();
 
async function translate() {
    // Load translation model
    await browserAI.loadModel('translation-model'); //Coming Soon
    
    // Translate text
    const translation = await browserAI.translate('Hello, world!', {
        sourceLang: 'en',
        targetLang: 'fr'
    });
    console.log(translation); // Bonjour, monde!
}

import { BrowserAI } from '@browserai/browserai';
 
const browserAI = new BrowserAI();
 
async function classifyText() {
    // Load classification model
    await browserAI.loadModel('classification-model'); //Coming Soon
    
    // Classify text
    const sentiment = await browserAI.classify('This product is amazing!');
    console.log(sentiment); // { label: 'POSITIVE', score: 0.98 }
}

import { BrowserAI } from '@browserai/browserai';
 
const browserAI = new BrowserAI();
 
async function answerQuestion() {
    // Load QA model
    await browserAI.loadModel('QA-model'); //Coming Soon
    
    const context = "BrowserAI was created in 2025. It runs AI models directly in web browsers.";
    const question = "When was BrowserAI created?";
    const answer = await browserAI.answerQuestion(question, context);
    console.log(answer); // "2025"
}

const browserAI = new BrowserAI();
 
await browserAI.loadModel('smollm2-135m-instruct', {
    onProgress: (progress) => {
        console.log(`Loading: ${progress.progress}%`);
    },
    onComplete: () => {
        console.log('Model loaded successfully!');
    },
    onError: (error) => {
        console.error('Error loading model:', error);
    }
});