JSFiddle - React, Tailwind, and code Playground

by codemeasandwich

HTML

<style>
        #chat-container {
            width: 300px;
            margin: auto;
            border: 1px solid #ccc;
            padding: 10px;
        }
        #chat-box {
            height: 200px;
            overflow-y: scroll;
            border: 1px solid #ccc;
            padding: 5px;
        }
        #user-input {
            width: 200px;
        }
        .user {
            text-align: right;
            color: blue;
        }
        .bot {
            text-align: left;
            color: green;
        }
    </style>
    <script src="https://cdn.jsdelivr.net/npm/@tensorflow/tfjs"></script>

    <h3>Bayesian Network-Based Form Completion Assistant Using TensorFlow.js</h3>
    <div id="chat-container">
        <div id="chat-box"></div>
        <input type="text" id="user-input" placeholder="Type a message...">
        <button onclick="sendMessage()">Send</button>
    </div>

    <script>
        // Load TensorFlow.js model
        let model;
        (async function() {
            model = await tf.loadLayersModel('path/to/your/model.json');
        })();

        function sendMessage() {
            const inputBox = document.getElementById('user-input');
            const userMessage = inputBox.value;
            inputBox.value = '';

            // Display user's message
            displayMessage(userMessage, 'user');

            // Preprocess the user message
            const processedInput = preprocessInput(userMessage);

            // Predict the response using the model
            const prediction = model.predict(tf.tensor([processedInput]));
            const response = prediction.dataSync();

            // Postprocess the model output to get the chat response
            const chatResponse = postprocessOutput(response);

            // Display the bot's response
            displayMessage(chatResponse, 'bot');
        }

        function preprocessInput(input) {
            // Implement preprocessing logic (e.g., tokenization,...