AI WEB CHEATSHEET// AI-Powered Web Development | Cheat Sheet
// 1. AI APIs & Libraries
fetch("
https://api.openai.com/v1/completions"); // OpenAI API
import * as tf from '
@tensorflow/tfjs'; // TensorFlow.js
import { ChatOpenAI } from 'langchain/chat_models'; // LangChain
// 2. Text Processing & NLP
const nlp = new NaturalLanguageProcessor();
nlp.tokenize("AI is awesome!"); // Tokenization
// 3. Image Processing
const image = tf.browser.fromPixels(document.getElementById("img")); // Convert image to tensor
// 4. Recommendation Systems
const userPreferences = [5, 3, 4];
const predictedRating = tf.tensor(userPreferences).mean().dataSync();
// 5. AI in Web UI
const speech = new SpeechSynthesisUtterance("Hello, AI!");
window.speechSynthesis.speak(speech);
// 6. Real-time AI with WebSockets
const socket = new WebSocket("wss://ai-stream.com");
socket.onmessage = (event) => console.log("AI Response:",
event.data);
// 7. AI-Powered Search
const searchResults = documents.filter(doc => doc.includes("AI"));
// 8. Chatbots & Assistants
const chatbot = new ChatOpenAI({ model: "gpt-4" });
const response = await
chatbot.call("What is AI?");
// 9. AI Deployment
fetch("
https://your-model-api.com/predict", {
method: "POST",
body: JSON.stringify({ input: "AI-powered web apps" }),
});
// 10. Ethical AI Practices
if (aiDecision.isBiased()) {
console.warn("Bias detected in AI response!");
}