card:


"""

Use this model with the
Inference API (serverless)

async function query(data) {
	const response = await fetch(
		"https://api-inference.huggingface.co/models/google/flan-t5-large",
		{
			headers: {
				Authorization: "Bearer hf_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx",
				"Content-Type": "application/json",
			},
			method: "POST",
			body: JSON.stringify(data),
		}
	);
	const result = await response.json();
	return result;
}

query({"inputs": "The answer to the universe is"}).then((response) => {
	console.log(JSON.stringify(response));
});

Quick Links

    Inference API (serverless) Documentation

The square root of x is the cube root of y. What is y to the power of 2, if x = 4? 

""".


json in web browser network tab in response error:


"""

{
	"error": " `args[0]`: {'model': 'google/flan-t5-large', 'messages': [{'role': 'user', 'content': \"john kissed mary and lucy was kissed by mary. who kissed mary? let's think step-by-step.\"}], 'max_tokens': 2048, 'temperature': 0.9} have the wrong format. The should be either of type `str` or type `list`",
	"warnings": [
		"There was an inference error:  `args[0]`: {'model': 'google/flan-t5-large', 'messages': [{'role': 'user', 'content': \"john kissed mary and lucy was kissed by mary. who kissed mary? let's think step-by-step.\"}], 'max_tokens': 2048, 'temperature': 0.9} have the wrong format. The should be either of type `str` or type `list`"
	]
}

""".



chat code:


"""

<!DOCTYPE html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>Chatbot</title>
    <link rel="stylesheet" href="https://fonts.googleapis.com/css2?family=Fira+Code:wght@400&display=swap">
    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/codemirror/5.65.0/codemirror.min.css">
    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/codemirror/5.65.0/theme/dracula.min.css">
    <style>
        body {
            font-family: 'Fira Code', monospace;
            background-color: #1e1e1e;
            color: white;
            margin: 0;
            display: flex;
            flex-direction: column;
            height: 100vh;
        }

        #chat-container {
            flex: 1;
            display: flex;
            flex-direction: column;
            padding: 10px;
        }

        #messages {
            flex: 1;
            overflow-y: auto;
            padding: 10px;
            background-color: #252526;
            border-radius: 5px;
            border: 1px solid #444;
        }

        .message {
            margin-bottom: 15px;
        }

        .user-message {
            text-align: right;
            background-color: #007acc;
            color: white;
            padding: 10px;
            border-radius: 10px;
            margin: 5px 0;
        }

        .bot-message {
            text-align: left;
            background-color: #444;
            color: white;
            padding: 10px;
            border-radius: 10px;
        }

        .code-block-container {
            margin-top: 5px;
            background-color: #2c2c2c;
            padding: 10px;
            border-radius: 5px;
            overflow-x: auto;
        }

        #user-input-container {
            display: flex;
            margin-top: 10px;
        }

        #user-input {
            flex: 1;
            padding: 10px;
            background-color: #2c2c2c;
            color: white;
            border: 1px solid #444;
            border-radius: 5px;
        }

        #send-button {
            background-color: #007acc;
            color: white;
            border: none;
            padding: 10px;
            border-radius: 5px;
            margin-left: 10px;
            cursor: pointer;
        }

        #send-button:hover {
            background-color: #005999;
        }
    </style>
</head>
<body>
<div id="chat-container">
    <div id="messages"></div>
    <div id="user-input-container">
        <input id="user-input" type="text" placeholder="Type your message here...">
        <button id="send-button">Send</button>
    </div>
</div>

<script src="https://cdnjs.cloudflare.com/ajax/libs/codemirror/5.65.0/codemirror.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/codemirror/5.65.0/mode/htmlmixed/htmlmixed.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/codemirror/5.65.0/mode/javascript/javascript.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/codemirror/5.65.0/mode/css/css.min.js"></script>

<script>
    const messagesDiv = document.getElementById('messages');
    const userInput = document.getElementById('user-input');
    const sendButton = document.getElementById('send-button');
    const apiKey = "<TRUFFLEHOG_REDACTED_HUGGINGFACE>";

    // Maintain a rolling history of the chat
    const chatHistory = [];

    sendButton.addEventListener('click', async () => {
        const userMessage = userInput.value.trim();
        if (!userMessage) return;

        // Save user's message to chat history
        chatHistory.push({ role: "user", content: userMessage });

        // Display user message in the UI
        displayMessage(userMessage, 'user-message');
        userInput.value = '';

        try {
            // Send the entire chat history to Hugging Face inference API
            const response = await fetch('https://api-inference.huggingface.co/v1/chat/completions', {
                method: 'POST',
                headers: {
                    'Authorization': `Bearer ${apiKey}`,
                    'Content-Type': 'application/json',
                    'x-use-cache': 'false',
                },
                body: JSON.stringify({
                    model: "google/flan-t5-large",
                    messages: chatHistory, // Send rolling history of the conversation
                    max_tokens: 2048,      // Allow large responses
                    temperature: 0.9       // Control randomness in bot responses
                })
            });

            const data = await response.json();
            
            // Get bot response and save to history
            const botMessage = data.choices[0]?.message?.content || "No response from the model.";
            chatHistory.push({ role: "assistant", content: botMessage });

            displayMessage(botMessage, 'bot-message');
        } catch (err) {
            console.error("API Error:", err);
            displayMessage("Error communicating with the model.", 'bot-message');
        }
    });

    function displayMessage(message, className) {
        const container = document.createElement('div');
        container.className = `message ${className}`;

        if (className === 'bot-message') {
            const plainText = extractPlainText(message);
            const codeBlocks = extractCodeBlocks(message);

            // Add plain text explanations
            if (plainText) {
                const textElement = document.createElement('p');
                textElement.innerHTML = parseSingleBackticks(plainText); // Convert inline `code`
                container.appendChild(textElement);
            }

            // Render code blocks in CodeMirror
            if (codeBlocks) {
                const codeContainer = document.createElement('div');
                codeContainer.className = 'code-block-container';
                CodeMirror(codeContainer, {
                    value: codeBlocks,
                    mode: 'htmlmixed', // Supports HTML, CSS, and JS
                    lineNumbers: true,
                    readOnly: true,
                    theme: 'dracula',
                });
                container.appendChild(codeContainer);
            }
        } else {
            container.textContent = message; // For user messages
        }

        messagesDiv.appendChild(container);
        messagesDiv.scrollTop = messagesDiv.scrollHeight; // Auto-scroll to bottom
    }

    function extractPlainText(message) {
        // Remove triple-backtick code blocks, preserving plain text
        const codeBlockRegex = /```(html|css|javascript)?\n[\s\S]*?```/g;
        return message.replace(codeBlockRegex, '').trim();
    }

    function extractCodeBlocks(message) {
        // Extract and combine all triple-backtick sections
        const codeBlockRegex = /```(html|css|javascript)?\n([\s\S]*?)```/g;
        let combinedCode = '';
        let match;

        while ((match = codeBlockRegex.exec(message)) !== null) {
            combinedCode += match[2].trim() + '\n';
        }

        return combinedCode.trim(); // Final cleanup
    }

    function parseSingleBackticks(text) {
        // Replace `inline backticks` with <code> for inline formatting
        return text.replace(/`(.*?)`/g, '<code>$1</code>');
    }
</script>
</body>
</html>

""".


any ideas to fix it?




it does not have any token length? how the fuk it works? can it proceed in through context in many messages in the chat? can you do this in code? outshow fully implemented chat code with my actual api token there included.


INCLUDE MY ACTUAL API TOKEN KEY!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! STRICTLY!!!!!!!!!!!!!!!!!!!!