Spaces:
Configuration error
Configuration error
Update src/App.jsx
Browse files- src/App.jsx +71 -234
src/App.jsx
CHANGED
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@@ -1,5 +1,4 @@
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import { useEffect, useState, useRef } from "react";
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-
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import Chat from "./components/Chat";
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import ArrowRightIcon from "./components/icons/ArrowRightIcon";
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import StopIcon from "./components/icons/StopIcon";
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@@ -7,27 +6,25 @@ import Progress from "./components/Progress";
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const IS_WEBGPU_AVAILABLE = !!navigator.gpu;
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const STICKY_SCROLL_THRESHOLD = 120;
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const EXAMPLES = [
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"
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"
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"
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];
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function App() {
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// Create a reference to the worker object.
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const worker = useRef(null);
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const textareaRef = useRef(null);
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const chatContainerRef = useRef(null);
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// Model loading and progress
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const [status, setStatus] = useState(null);
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const [error, setError] = useState(null);
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const [loadingMessage, setLoadingMessage] = useState("");
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const [progressItems, setProgressItems] = useState([]);
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const [isRunning, setIsRunning] = useState(false);
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// Inputs and outputs
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const [input, setInput] = useState("");
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const [messages, setMessages] = useState([]);
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const [tps, setTps] = useState(null);
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@@ -41,8 +38,6 @@ function App() {
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}
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function onInterrupt() {
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// NOTE: We do not set isRunning to false here because the worker
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// will send a 'complete' message when it is done.
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worker.current.postMessage({ type: "interrupt" });
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}
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@@ -52,244 +47,134 @@ function App() {
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function resizeInput() {
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if (!textareaRef.current) return;
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-
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const target = textareaRef.current;
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target.style.height = "auto";
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const newHeight = Math.min(Math.max(target.scrollHeight, 24), 200);
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target.style.height = `${newHeight}px`;
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}
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// We use the `useEffect` hook to setup the worker as soon as the `App` component is mounted.
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useEffect(() => {
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// Create the worker if it does not yet exist.
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if (!worker.current) {
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worker.current = new Worker(new URL("./worker.js", import.meta.url), {
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type: "module",
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});
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worker.current.postMessage({ type: "check" });
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}
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// Create a callback function for messages from the worker thread.
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const onMessageReceived = (e) => {
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switch (e.data.status) {
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case "loading":
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// Model file start load: add a new progress item to the list.
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setStatus("loading");
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setLoadingMessage(e.data.data);
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break;
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case "initiate":
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setProgressItems((prev) => [...prev, e.data]);
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break;
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case "progress":
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// Model file progress: update one of the progress items.
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setProgressItems((prev) =>
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prev.map((item) => {
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if (item.file === e.data.file) {
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return { ...item, ...e.data };
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}
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return item;
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}),
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);
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break;
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case "done":
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setProgressItems((prev) =>
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prev.filter((item) => item.file !== e.data.file),
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);
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break;
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case "ready":
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// Pipeline ready: the worker is ready to accept messages.
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setStatus("ready");
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break;
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-
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case "start":
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{
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// Start generation
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setMessages((prev) => [
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...prev,
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{ role: "assistant", content: "" },
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]);
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}
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break;
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case "update":
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{
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cloned[cloned.length - 1] = {
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...last,
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content: last.content + output,
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};
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return cloned;
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});
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}
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break;
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case "complete":
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// Generation complete: re-enable the "Generate" button
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setIsRunning(false);
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break;
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case "error":
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setError(e.data.data);
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break;
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}
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};
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const onErrorReceived = (e) => {
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console.error("Worker error:", e);
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};
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// Attach the callback function as an event listener.
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worker.current.addEventListener("message", onMessageReceived);
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worker.current.
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// Define a cleanup function for when the component is unmounted.
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return () => {
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worker.current.removeEventListener("message", onMessageReceived);
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worker.current.removeEventListener("error", onErrorReceived);
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};
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}, []);
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// Send the messages to the worker thread whenever the `messages` state changes.
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useEffect(() => {
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if (messages.filter((x) => x.role === "user").length === 0)
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return;
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}
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if (messages.at(-1).role === "assistant") {
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// Do not update if the last message is from the assistant
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return;
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}
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setTps(null);
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worker.current.postMessage({ type: "generate", data: messages });
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}, [messages, isRunning]);
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useEffect(() => {
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if (!chatContainerRef.current || !isRunning) return;
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const element = chatContainerRef.current;
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if (
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element.scrollHeight - element.scrollTop - element.clientHeight <
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STICKY_SCROLL_THRESHOLD
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) {
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element.scrollTop = element.scrollHeight;
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}
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}, [messages, isRunning]);
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return IS_WEBGPU_AVAILABLE ? (
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<div className="flex flex-col h-screen mx-auto
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{status === null && messages.length === 0 && (
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<div className="h-full overflow-auto
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<div className="flex flex-col items-center mb-1 max-w-[
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<h1 className="text-4xl font-bold mb-1">SmolLM2 WebGPU</h1>
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<h2 className="font-semibold">
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A blazingly fast and powerful AI chatbot that runs locally in your
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browser.
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</h2>
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</div>
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<div className="flex flex-col items-center px-4">
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<p className="max-w-[480px] mb-4">
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<a
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href="https://huggingface.co/HuggingFaceTB/SmolLM2-1.7B-Instruct"
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target="_blank"
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rel="noreferrer"
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className="font-medium underline"
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>
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SmolLM2-1.7B-Instruct
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</a>
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, a 1.7B parameter LLM optimized for in-browser inference.
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Everything runs entirely in your browser with{" "}
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<a
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href="https://huggingface.co/docs/transformers.js"
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target="_blank"
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rel="noreferrer"
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className="underline"
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>
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🤗 Transformers.js
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</a>{" "}
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and ONNX Runtime Web, meaning no data is sent to a server. Once
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loaded, it can even be used offline. The source code for the demo
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is available on{" "}
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<a
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href="https://github.com/huggingface/transformers.js-examples/tree/main/smollm-webgpu"
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target="_blank"
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rel="noreferrer"
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className="font-medium underline"
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>
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GitHub
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</a>
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.
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</p>
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{error && (
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<div className="text-red-500 text-center mb-2">
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<p className="mb-1">
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Unable to load model due to the following error:
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</p>
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<p className="text-sm">{error}</p>
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</div>
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)}
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<button
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className="border px-
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onClick={() => {
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worker.current.postMessage({ type: "load" });
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setStatus("loading");
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}}
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disabled={status !== null || error !== null}
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>
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-
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</button>
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</div>
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</div>
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)}
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{status === "loading" && (
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<>
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<
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{
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text={file}
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percentage={progress}
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total={total}
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/>
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))}
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</div>
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</>
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)}
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{status === "ready" && (
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<div
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ref={chatContainerRef}
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className="overflow-y-auto scrollbar-thin w-full flex flex-col items-center h-full"
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>
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<Chat messages={messages} />
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{messages.length === 0 && (
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<div>
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{EXAMPLES.map((msg, i) => (
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<div
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key={i}
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className="
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onClick={() => onEnter(msg)}
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>
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{msg}
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@@ -297,98 +182,50 @@ function App() {
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))}
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</div>
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)}
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<span>
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Generated {numTokens} tokens in{" "}
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{(numTokens / tps).toFixed(2)} seconds (
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</span>
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)}
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{
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<>
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<span className="font-medium text-center mr-1 text-black dark:text-white">
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{tps.toFixed(2)}
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</span>
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<span className="text-gray-500 dark:text-gray-300">
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tokens/second
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</span>
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</>
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}
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{!isRunning && (
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<>
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<span className="mr-1">).</span>
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<span
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className="underline cursor-pointer"
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onClick={() => {
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worker.current.postMessage({ type: "reset" });
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setMessages([]);
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}}
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>
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Reset
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</span>
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</>
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)}
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</>
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)}
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</p>
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</div>
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)}
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<div className="mt-2 border dark:bg-gray-
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<textarea
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ref={textareaRef}
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className="
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placeholder="
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type="text"
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rows={1}
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value={input}
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disabled={status !== "ready"}
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title={status === "ready" ? "Model is ready" : "Model not loaded yet"}
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onKeyDown={(e) => {
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if (
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-
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!isRunning &&
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e.key === "Enter" &&
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!e.shiftKey
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) {
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e.preventDefault(); // Prevent default behavior of Enter key
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onEnter(input);
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}
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}}
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onInput={(e) => setInput(e.target.value)}
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/>
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-
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) : (
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<div>
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<ArrowRightIcon
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className={`h-8 w-8 p-1 bg-gray-200 dark:bg-gray-600 text-gray-50 dark:text-gray-800 rounded-md absolute right-3 bottom-3`}
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/>
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</div>
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)}
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</div>
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<p className="text-
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-
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</p>
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</div>
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) : (
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<div className="fixed w-screen h-screen bg-black
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WebGPU is not supported
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<br />
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by this browser :(
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</div>
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);
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}
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export default App;
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import { useEffect, useState, useRef } from "react";
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import Chat from "./components/Chat";
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import ArrowRightIcon from "./components/icons/ArrowRightIcon";
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import StopIcon from "./components/icons/StopIcon";
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const IS_WEBGPU_AVAILABLE = !!navigator.gpu;
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const STICKY_SCROLL_THRESHOLD = 120;
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+
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+
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const EXAMPLES = [
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+
"Triage: Patient with sudden chest pain and sweating.",
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+
"ABCDE assessment for an unconscious patient after a fall.",
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+
"Initial steps for a severe allergic reaction (Anaphylaxis).",
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];
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function App() {
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const worker = useRef(null);
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const textareaRef = useRef(null);
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const chatContainerRef = useRef(null);
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const [status, setStatus] = useState(null);
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const [error, setError] = useState(null);
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const [loadingMessage, setLoadingMessage] = useState("");
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const [progressItems, setProgressItems] = useState([]);
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const [isRunning, setIsRunning] = useState(false);
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const [input, setInput] = useState("");
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const [messages, setMessages] = useState([]);
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const [tps, setTps] = useState(null);
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}
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function onInterrupt() {
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worker.current.postMessage({ type: "interrupt" });
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}
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function resizeInput() {
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if (!textareaRef.current) return;
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const target = textareaRef.current;
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target.style.height = "auto";
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const newHeight = Math.min(Math.max(target.scrollHeight, 24), 200);
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target.style.height = `${newHeight}px`;
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}
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useEffect(() => {
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if (!worker.current) {
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worker.current = new Worker(new URL("./worker.js", import.meta.url), {
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type: "module",
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});
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+
worker.current.postMessage({ type: "check" });
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}
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const onMessageReceived = (e) => {
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switch (e.data.status) {
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case "loading":
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setStatus("loading");
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setLoadingMessage(e.data.data);
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break;
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case "initiate":
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setProgressItems((prev) => [...prev, e.data]);
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break;
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case "progress":
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setProgressItems((prev) =>
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+
prev.map((item) => (item.file === e.data.file ? { ...item, ...e.data } : item))
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);
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break;
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case "done":
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+
setProgressItems((prev) => prev.filter((item) => item.file !== e.data.file));
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| 80 |
break;
|
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|
| 81 |
case "ready":
|
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|
|
| 82 |
setStatus("ready");
|
| 83 |
break;
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|
| 84 |
case "start":
|
| 85 |
+
setMessages((prev) => [...prev, { role: "assistant", content: "" }]);
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|
| 86 |
break;
|
|
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|
| 87 |
case "update":
|
| 88 |
+
const { output, tps, numTokens } = e.data;
|
| 89 |
+
setTps(tps);
|
| 90 |
+
setNumTokens(numTokens);
|
| 91 |
+
setMessages((prev) => {
|
| 92 |
+
const cloned = [...prev];
|
| 93 |
+
const last = cloned.at(-1);
|
| 94 |
+
cloned[cloned.length - 1] = { ...last, content: last.content + output };
|
| 95 |
+
return cloned;
|
| 96 |
+
});
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|
| 97 |
break;
|
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|
| 98 |
case "complete":
|
|
|
|
| 99 |
setIsRunning(false);
|
| 100 |
break;
|
|
|
|
| 101 |
case "error":
|
| 102 |
setError(e.data.data);
|
| 103 |
break;
|
| 104 |
}
|
| 105 |
};
|
| 106 |
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|
| 107 |
worker.current.addEventListener("message", onMessageReceived);
|
| 108 |
+
return () => worker.current.removeEventListener("message", onMessageReceived);
|
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|
| 109 |
}, []);
|
| 110 |
|
|
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|
| 111 |
useEffect(() => {
|
| 112 |
+
if (messages.filter((x) => x.role === "user").length === 0) return;
|
| 113 |
+
if (messages.at(-1).role === "assistant") return;
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|
| 114 |
worker.current.postMessage({ type: "generate", data: messages });
|
| 115 |
}, [messages, isRunning]);
|
| 116 |
|
| 117 |
useEffect(() => {
|
| 118 |
if (!chatContainerRef.current || !isRunning) return;
|
| 119 |
const element = chatContainerRef.current;
|
| 120 |
+
if (element.scrollHeight - element.scrollTop - element.clientHeight < STICKY_SCROLL_THRESHOLD) {
|
|
|
|
|
|
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|
|
|
| 121 |
element.scrollTop = element.scrollHeight;
|
| 122 |
}
|
| 123 |
}, [messages, isRunning]);
|
| 124 |
|
| 125 |
return IS_WEBGPU_AVAILABLE ? (
|
| 126 |
+
<div className="flex flex-col h-screen mx-auto justify-end text-gray-800 dark:text-gray-200 bg-white dark:bg-gray-900">
|
| 127 |
{status === null && messages.length === 0 && (
|
| 128 |
+
<div className="h-full overflow-auto flex justify-center items-center flex-col relative">
|
| 129 |
+
<div className="flex flex-col items-center mb-1 max-w-[400px] text-center">
|
| 130 |
+
{/* أيقونة طبية بسيطة أو لوجو */}
|
| 131 |
+
<div className="text-6xl mb-4">🏥</div>
|
| 132 |
+
<h1 className="text-4xl font-bold mb-1 text-red-600 dark:text-red-500">ER Assistant</h1>
|
| 133 |
+
<h2 className="font-semibold px-4">
|
| 134 |
+
AI-Powered Support for Emergency Room Physicians.
|
| 135 |
+
<br/><span className="text-sm font-normal text-gray-500">Optimized for rapid triage and ABCDE protocols.</span>
|
|
|
|
|
|
|
|
|
|
|
|
|
| 136 |
</h2>
|
| 137 |
</div>
|
| 138 |
|
| 139 |
<div className="flex flex-col items-center px-4">
|
| 140 |
+
<p className="max-w-[480px] mb-4 text-sm text-center">
|
| 141 |
+
This tool runs <b>locally</b> on your device via WebGPU.
|
| 142 |
+
Patient data never leaves this browser.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 143 |
</p>
|
| 144 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 145 |
<button
|
| 146 |
+
className="border px-6 py-3 rounded-lg bg-red-600 text-white hover:bg-red-700 disabled:bg-gray-300 select-none font-bold"
|
| 147 |
onClick={() => {
|
| 148 |
worker.current.postMessage({ type: "load" });
|
| 149 |
setStatus("loading");
|
| 150 |
}}
|
| 151 |
disabled={status !== null || error !== null}
|
| 152 |
>
|
| 153 |
+
Initialize ER Assistant
|
| 154 |
</button>
|
| 155 |
</div>
|
| 156 |
</div>
|
| 157 |
)}
|
| 158 |
+
|
| 159 |
{status === "loading" && (
|
| 160 |
+
<div className="w-full max-w-[500px] mx-auto p-4 mt-auto">
|
| 161 |
+
<p className="text-center mb-2 font-medium">Preparing Clinical Database...</p>
|
| 162 |
+
{progressItems.map(({ file, progress, total }, i) => (
|
| 163 |
+
<Progress key={i} text={file} percentage={progress} total={total} />
|
| 164 |
+
))}
|
| 165 |
+
</div>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 166 |
)}
|
| 167 |
|
| 168 |
{status === "ready" && (
|
| 169 |
+
<div ref={chatContainerRef} className="overflow-y-auto w-full flex flex-col items-center h-full pt-8">
|
|
|
|
|
|
|
|
|
|
| 170 |
<Chat messages={messages} />
|
| 171 |
{messages.length === 0 && (
|
| 172 |
+
<div className="grid grid-cols-1 gap-2 max-w-[500px] w-full px-4">
|
| 173 |
+
<p className="text-center text-gray-500 mb-2">Select a scenario to start:</p>
|
| 174 |
{EXAMPLES.map((msg, i) => (
|
| 175 |
<div
|
| 176 |
key={i}
|
| 177 |
+
className="border dark:border-gray-600 rounded-lg p-3 bg-gray-50 dark:bg-gray-800 cursor-pointer hover:bg-red-50 dark:hover:bg-red-900/20 transition"
|
| 178 |
onClick={() => onEnter(msg)}
|
| 179 |
>
|
| 180 |
{msg}
|
|
|
|
| 182 |
))}
|
| 183 |
</div>
|
| 184 |
)}
|
| 185 |
+
{/* إحصائيات الأداء */}
|
| 186 |
+
<div className="p-4 text-xs text-gray-400">
|
| 187 |
+
{tps && `Speed: ${tps.toFixed(2)} tokens/sec`}
|
| 188 |
+
</div>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 189 |
</div>
|
| 190 |
)}
|
| 191 |
|
| 192 |
+
<div className="mt-2 border dark:bg-gray-800 rounded-lg w-[600px] max-w-[90%] mx-auto relative mb-3 flex shadow-lg">
|
| 193 |
<textarea
|
| 194 |
ref={textareaRef}
|
| 195 |
+
className="w-full dark:bg-gray-800 px-4 py-4 rounded-lg bg-transparent border-none outline-none resize-none"
|
| 196 |
+
placeholder="Describe patient symptoms (e.g., Male, 45y, chest pain)..."
|
|
|
|
| 197 |
rows={1}
|
| 198 |
value={input}
|
| 199 |
disabled={status !== "ready"}
|
|
|
|
| 200 |
onKeyDown={(e) => {
|
| 201 |
+
if (input.length > 0 && !isRunning && e.key === "Enter" && !e.shiftKey) {
|
| 202 |
+
e.preventDefault();
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 203 |
onEnter(input);
|
| 204 |
}
|
| 205 |
}}
|
| 206 |
onInput={(e) => setInput(e.target.value)}
|
| 207 |
/>
|
| 208 |
+
<div className="flex items-center pr-3">
|
| 209 |
+
{isRunning ? (
|
| 210 |
+
<StopIcon className="h-8 w-8 cursor-pointer text-red-500" onClick={onInterrupt} />
|
| 211 |
+
) : (
|
| 212 |
+
<ArrowRightIcon
|
| 213 |
+
className={`h-8 w-8 p-1 rounded-md ${input.length > 0 ? 'bg-red-600 text-white' : 'bg-gray-200 text-gray-400'}`}
|
| 214 |
+
onClick={() => input.length > 0 && onEnter(input)}
|
| 215 |
+
/>
|
| 216 |
+
)}
|
| 217 |
+
</div>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 218 |
</div>
|
| 219 |
|
| 220 |
+
<p className="text-[10px] text-gray-400 text-center mb-3 px-4">
|
| 221 |
+
NOTICE: This AI is a supportive tool for healthcare professionals. Final clinical decisions must be made by a qualified physician.
|
| 222 |
</p>
|
| 223 |
</div>
|
| 224 |
) : (
|
| 225 |
+
<div className="fixed w-screen h-screen bg-black text-white flex justify-center items-center text-center p-10">
|
| 226 |
+
WebGPU is not supported by this browser. Please use Chrome or Edge.
|
|
|
|
|
|
|
| 227 |
</div>
|
| 228 |
);
|
| 229 |
}
|
| 230 |
|
| 231 |
+
export default App;
|