Spaces:
Running
Running
File size: 14,386 Bytes
7d8273c 2498457 7d8273c 1e384db 2498457 a13a62d 2498457 a13a62d 2498457 a13a62d 2498457 a13a62d 2498457 a13a62d 2498457 a13a62d 2498457 a13a62d 2498457 a13a62d 2498457 a13a62d 2498457 a13a62d 2498457 a13a62d 2498457 a13a62d 2498457 a13a62d 2498457 a13a62d 2498457 a13a62d 2498457 a13a62d 2498457 a13a62d 2498457 a13a62d 2498457 a13a62d 2498457 a13a62d 2498457 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 | const API_DETECT_URL = "http://localhost:8000/detect";
const API_ASK_URL = "http://localhost:8000/ask";
// const API_DETECT_URL = "https://r7sc5m17-8000.asse.devtunnels.ms/detect";
// const API_ASK_URL = "https://r7sc5m17-8000.asse.devtunnels.ms/ask";
let selectedFile = null;
function parseMarkdown(text) {
if (!text) return "";
let html = text;
html = html.replace(/(?:^\|.*\|(?:\n|\r|$))+/gm, function (match) {
let rows = match.trim().split("\n");
let tableHtml =
'<div class="overflow-x-auto my-5 rounded-xl ring-1 ring-slate-200 shadow-sm"><table class="w-full text-sm text-left text-slate-600">';
rows.forEach((row, index) => {
if (row.match(/^\|[\s\-\:]+\|/)) return;
let cleanRow = row.replace(/^\||\|$/g, "");
let cols = cleanRow.split("|").map((c) => c.trim());
tableHtml +=
'<tr class="border-b border-slate-200 last:border-0 hover:bg-slate-50 transition-colors">';
cols.forEach((col) => {
if (index === 0) {
tableHtml += `<th class="px-4 py-3 bg-slate-100 font-semibold text-slate-700 whitespace-nowrap">${col}</th>`;
} else {
tableHtml += `<td class="px-4 py-3 align-top">${col}</td>`;
}
});
tableHtml += "</tr>";
});
tableHtml += "</table></div>";
return tableHtml;
});
// 1. Headings (H2, H3, H4)
html = html.replace(
/^##\s+(.*$)/gim,
'<h2 class="text-xl font-bold text-slate-800 mt-5 mb-2">$1</h2>',
);
html = html.replace(
/^###\s+(.*$)/gim,
'<h3 class="text-lg font-bold text-slate-800 mt-5 mb-2">$1</h3>',
);
html = html.replace(
/^####\s+(.*$)/gim,
'<h3 class="text-lg font-bold text-slate-800 mt-5 mb-2">$1</h3>',
);
// 2. Garis Pembatas (Horizontal Rule)
html = html.replace(/^---$/gm, '<hr class="my-4 border-slate-200" />');
// 3. Bold & Italic
html = html.replace(
/\*\*(.*?)\*\*/g,
'<strong class="font-bold text-slate-800">$1</strong>',
);
html = html.replace(
/(?<!^)\*(.*?)\*/g,
'<em class="italic text-slate-700">$1</em>',
);
// 4. Bullet Points (Menangkap *, -, dan •)
html = html.replace(
/^[\*\-•]\s+(.*$)/gim,
'<div class="flex gap-2 mt-1.5"><span class="text-rose-500 font-bold shrink-0">•</span><span>$1</span></div>',
);
// 5. Numbered List (Menangkap 1., 2., 3., dst) agar rapi sejajar
html = html.replace(
/^(\d+)\.\s+(.*$)/gim,
'<div class="flex gap-2 mt-1.5"><span class="text-rose-500 font-bold shrink-0">$1.</span><span>$2</span></div>',
);
// 6. Ubah Enter menjadi <br/>
html = html.replace(/\n/g, "<br/>");
// 7. PEMBERSIHAN EKSTREM: Hapus <br/> yang menumpuk di sekitar elemen UI
// Bersihkan sekitar garis pembatas
html = html.replace(/(<br\/>)+<hr/g, "<hr");
html = html.replace(/<hr(.*?)>(<br\/>)+/g, "<hr$1>");
// Bersihkan sekitar Headings
html = html.replace(/(<br\/>)+<h2/g, "<h2");
html = html.replace(/<\/h2>(<br\/>)+/g, "</h2>");
html = html.replace(/(<br\/>)+<h3/g, "<h3");
html = html.replace(/<\/h3>(<br\/>)+/g, "</h3>");
// Bersihkan sekitar kotak list (bullet & angka)
html = html.replace(/(<br\/>)+<div/g, "<div");
html = html.replace(/<\/div>(<br\/>)+/g, "</div>");
// Maksimal 2 <br/> berturut-turut untuk paragraf biasa
html = html.replace(/(<br\/>){3,}/g, "<br/><br/>");
return html;
}
function switchMenu(menu) {
const secDetect = document.getElementById("section-detect");
const secChat = document.getElementById("section-chat");
const btnDetect = document.getElementById("btn-menu-detect");
const btnChat = document.getElementById("btn-menu-chat");
const activeClass =
"flex-1 md:w-full flex items-center justify-center md:justify-start gap-2 md:gap-3 px-4 py-2.5 md:py-3 rounded-xl font-medium transition-all bg-rose-50 text-rose-600 text-sm md:text-base whitespace-nowrap shadow-sm md:shadow-none";
const inactiveClass =
"flex-1 md:w-full flex items-center justify-center md:justify-start gap-2 md:gap-3 px-4 py-2.5 md:py-3 rounded-xl font-medium transition-all text-slate-500 hover:bg-slate-50 hover:text-slate-700 text-sm md:text-base whitespace-nowrap";
if (menu === "detect") {
secDetect.classList.remove("hidden");
secChat.classList.add("hidden");
secChat.classList.remove("flex");
btnDetect.className = activeClass;
btnChat.className = inactiveClass;
} else {
secDetect.classList.add("hidden");
secChat.classList.remove("hidden");
secChat.classList.add("flex");
btnChat.className = activeClass;
btnDetect.className = inactiveClass;
}
}
function handleFileChange(event) {
const file = event.target.files[0];
if (file) {
selectedFile = file;
// 1. Tampilkan nama file & tombol analisis
const fileNameEl = document.getElementById("file-name");
if (fileNameEl) {
fileNameEl.textContent = `File: ${file.name}`;
fileNameEl.classList.remove("hidden");
}
document.getElementById("btn-upload").classList.remove("hidden");
// 2. KONTROL TAMPILAN KOTAK UPLOAD
const imagePreview = document.getElementById("image-preview");
const uploadPlaceholder = document.getElementById("upload-placeholder");
// Masukkan sumber gambar
imagePreview.src = URL.createObjectURL(file);
// Sembunyikan ikon/teks, lalu tampilkan gambarnya
if (uploadPlaceholder) uploadPlaceholder.classList.add("hidden");
if (imagePreview) imagePreview.classList.remove("hidden");
// 3. Reset hasil deteksi sebelumnya jika ada
const detectResult = document.getElementById("detect-result");
const detectError = document.getElementById("detect-error");
if (detectResult) detectResult.classList.add("hidden");
if (detectError) detectError.classList.add("hidden");
}
}
async function handleUpload() {
if (!selectedFile) return;
const btnUpload = document.getElementById("btn-upload");
const errorContainer = document.getElementById("detect-error");
const resultContainer = document.getElementById("detect-result");
btnUpload.disabled = true;
btnUpload.textContent = "Memproses...";
errorContainer.classList.add("hidden");
resultContainer.classList.add("hidden");
const formData = new FormData();
formData.append("file", selectedFile);
try {
const response = await fetch(API_DETECT_URL, {
method: "POST",
body: formData,
});
if (!response.ok) throw new Error(`Error server: ${response.status}`);
const data = await response.json();
// Tampilkan hasil deteksi (gambar ber-bounding box dan teksnya)
tampilkanHasilDeteksi(data);
// --- KODE RESET KOTAK UPLOAD DITAMBAHKAN DI SINI ---
// 1. Sembunyikan gambar preview daun dan tampilkan kembali ikon placeholder
const imagePreview = document.getElementById("image-preview");
const uploadPlaceholder = document.getElementById("upload-placeholder");
if (imagePreview) imagePreview.classList.add("hidden");
if (uploadPlaceholder) uploadPlaceholder.classList.remove("hidden");
// 2. Sembunyikan teks nama file dan tombol analisis agar bersih
document.getElementById("file-name").classList.add("hidden");
btnUpload.classList.add("hidden");
// 3. Bersihkan memori agar user bisa mengunggah file yang sama lagi jika perlu
selectedFile = null;
document.getElementById("file-upload").value = "";
// --------------------------------------------------
} catch (err) {
errorContainer.textContent = "Gagal terhubung ke server.";
errorContainer.classList.remove("hidden");
} finally {
btnUpload.disabled = false;
btnUpload.textContent = "Mulai Analisis AI";
}
}
function tampilkanHasilDeteksi(data) {
const resultContainer = document.getElementById("detect-result");
const resultImage = document.getElementById("result-image");
const resultDetails = document.getElementById("result-details");
if (data.image_base64) {
resultImage.src = `data:image/jpeg;base64,${data.image_base64}`;
}
resultDetails.innerHTML = "";
if (data.total_detections > 0) {
data.results.forEach((item) => {
const confidencePercent = (item.confidence * 100).toFixed(0);
// MENGGUNAKAN FUNGSI PARSE MARKDOWN
const formattedNarrative = parseMarkdown(item.narrative);
const div = document.createElement("div");
div.className =
"bg-white ring-1 ring-slate-200 shadow-sm rounded-2xl p-4 md:p-6 relative overflow-hidden";
div.innerHTML = `
<div class="absolute top-0 left-0 w-1 md:w-1.5 h-full bg-rose-500"></div>
<h4 class="text-base md:text-lg font-bold text-slate-800 mb-2 flex flex-col md:flex-row md:items-center justify-between gap-1">
<span>${item.class}</span>
<span class="text-xs font-semibold bg-slate-100 text-slate-500 px-2 py-1 rounded-md w-fit">Keyakinan: ${confidencePercent}%</span>
</h4>
<div class="text-slate-600 text-xs md:text-sm leading-relaxed mt-2 md:mt-3">
${formattedNarrative}
</div>
`;
resultDetails.appendChild(div);
});
} else {
resultDetails.innerHTML = `
<div class="bg-emerald-50 text-emerald-700 p-4 rounded-2xl ring-1 ring-emerald-200 font-medium flex items-center gap-3 text-sm md:text-base">
<span class="text-xl">✅</span> Tidak ada penyakit terdeteksi. Daun tampak sehat!
</div>
`;
}
resultContainer.classList.remove("hidden");
setTimeout(() => {
resultContainer.scrollIntoView({ behavior: "smooth", block: "start" });
}, 500);
}
async function handleSendChat(event) {
event.preventDefault();
const inputEl = document.getElementById("chat-input");
const btnSend = document.getElementById("btn-chat-send");
const question = inputEl.value.trim();
if (!question) return;
const chatEmpty = document.getElementById("chat-empty");
if (chatEmpty) chatEmpty.classList.add("hidden");
// 1. Tampilkan pertanyaan User
appendMessage("user", question);
inputEl.value = "";
inputEl.disabled = true;
btnSend.disabled = true;
// 2. Tampilkan animasi loading (...) sebelum AI mulai mengetik
const loadingId = showChatLoading();
try {
const response = await fetch(API_ASK_URL, {
method: "POST",
headers: { "Content-Type": "application/json" },
body: JSON.stringify({ question: question }),
});
if (!response.ok) throw new Error("Gagal");
// AI mulai membalas, hilangkan animasi loading
removeChatLoading(loadingId);
const aiBubble = appendMessage("assistant", "");
const chatBox = document.getElementById("chat-messages");
// 4. LOGIKA STREAMING DENGAN "REM MESIN TIK" (TYPEWRITER EFFECT)
const reader = response.body.getReader();
const decoder = new TextDecoder("utf-8");
let fullTextFromAPI = ""; // Tangki penampung teks super cepat dari server
let textToDisplay = ""; // Teks yang akan diteteskan ke layar perlahan-lahan
let charIndex = 0;
// A. Fungsi pengetik independen (Jalan di latar belakang)
// Angka 15 adalah kecepatan ketik (15 milidetik per huruf). Bisa Anda perbesar jika ingin lebih lambat.
const typingInterval = setInterval(() => {
// Jika masih ada huruf di tangki yang belum ditampilkan
if (charIndex < fullTextFromAPI.length) {
// Keluarkan 2 huruf sekaligus agar tidak terlalu lambat
textToDisplay += fullTextFromAPI.slice(charIndex, charIndex + 4);
charIndex += 4;
aiBubble.innerHTML = parseMarkdown(textToDisplay);
scrollToBottom(chatBox);
}
}, 15);
// B. Pipa penyedot dari API Server (Berjalan secepat kilat)
while (true) {
const { done, value } = await reader.read();
if (done) {
// Matikan interval pengetik HANYA JIKA semua teks sudah berhasil diketik ke layar
const waitComplete = setInterval(() => {
if (charIndex >= fullTextFromAPI.length) {
clearInterval(typingInterval);
clearInterval(waitComplete);
}
}, 50);
break;
}
// Terjemahkan byte dan masukkan langsung ke tangki penampung
const chunkText = decoder.decode(value, { stream: true });
fullTextFromAPI += chunkText;
}
} catch (err) {
removeChatLoading(loadingId);
appendMessage("assistant", "❌ Gagal terhubung ke server. Silakan coba lagi.");
} finally {
inputEl.disabled = false;
btnSend.disabled = false;
inputEl.focus();
}
}
function appendMessage(role, content) {
const chatBox = document.getElementById("chat-messages");
const wrapper = document.createElement("div");
wrapper.className = `flex ${role === "user" ? "justify-end" : "justify-start"}`;
const bubble = document.createElement("div");
if (role === "user") {
bubble.className =
"max-w-[90%] md:max-w-[80%] p-3 md:p-4 rounded-2xl rounded-tr-sm bg-rose-500 text-white shadow-md shadow-rose-200 leading-relaxed text-sm md:text-[15px]";
bubble.textContent = content;
} else {
bubble.className =
"max-w-[90%] md:max-w-[80%] p-3 md:p-4 rounded-2xl rounded-tl-sm bg-white ring-1 ring-slate-200 text-slate-700 shadow-sm leading-relaxed text-sm md:text-[15px]";
// Jika ada konten (user history), parse markdown. Jika kosong (awal streaming), biarkan kosong.
bubble.innerHTML = content ? parseMarkdown(content) : "";
}
wrapper.appendChild(bubble);
chatBox.appendChild(wrapper);
scrollToBottom(chatBox);
// KUNCI PERUBAHAN: Kembalikan elemen bubble agar bisa di-update oleh fungsi streaming
return bubble;
}
function showChatLoading() {
const chatBox = document.getElementById("chat-messages");
const wrapper = document.createElement("div");
const id = "loading-" + Date.now();
wrapper.id = id;
wrapper.className = `flex justify-start`;
wrapper.innerHTML = `
<div class="bg-white ring-1 ring-slate-200 text-slate-500 p-4 md:p-5 rounded-2xl rounded-tl-sm shadow-sm flex items-center">
<div class="dot-flashing ml-2"></div>
</div>
`;
chatBox.appendChild(wrapper);
scrollToBottom(chatBox);
return id;
}
function removeChatLoading(id) {
const el = document.getElementById(id);
if (el) el.remove();
}
function scrollToBottom(element) {
element.scrollTo({
top: element.scrollHeight,
behavior: "smooth",
});
}
|