Created
January 31, 2025 17:25
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<!DOCTYPE html> | |
<html lang="en"> | |
<head> | |
<meta charset="UTF-8"> | |
<meta name="viewport" content="width=device-width, initial-scale=1.0"> | |
<title>Document</title> | |
<script type="module"> | |
import { CreateMLCEngine } from "https://esm.run/@mlc-ai/web-llm"; | |
// Callback function to update model loading progress | |
const initProgressCallback = (initProgress) => { | |
document.getElementById("loadingMessage").innerText = initProgress.text; | |
console.log(initProgress); | |
} | |
const selectedModel = "DeepSeek-R1-Distill-Llama-8B-q4f32_1-MLC"; | |
const engine = await CreateMLCEngine( | |
selectedModel, | |
{ initProgressCallback: initProgressCallback }, // engineConfig | |
); | |
document.getElementsByTagName("form")[0].onsubmit = async (event) => { | |
event.preventDefault(); | |
const form = event.target; | |
const formData = new FormData(form); | |
const prompt = formData.get("prompt"); | |
const messages = [ | |
{ role: "system", content: "You are a helpful AI assistant." }, | |
{ role: "user", content: prompt }, | |
]; | |
const chunks = await engine.chat.completions.create({ | |
messages, | |
temperature: 1, | |
stream: true, // <-- Enable streaming | |
stream_options: { include_usage: true }, | |
}); | |
let reply = ""; | |
for await (const chunk of chunks) { | |
reply += chunk.choices[0]?.delta.content || ""; | |
document.getElementById("response").innerText = reply; | |
if (chunk.usage) { | |
console.log(chunk.usage); // only last chunk has usage | |
} | |
} | |
}; | |
</script> | |
</head> | |
<body> | |
<form> | |
<input type="text" name="prompt" id="prompt"> | |
<button type="submit">Submit</button> | |
</form> | |
<div id="response"></div> | |
<p id="loadingMessage"></p> | |
</body> | |
</html> |
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