Spaces:
Sleeping
Sleeping
feat: adding artefact like chat ui
Browse files
app.py
CHANGED
|
@@ -4,11 +4,12 @@ from pathlib import Path
|
|
| 4 |
import subprocess
|
| 5 |
import requests
|
| 6 |
import json
|
|
|
|
|
|
|
| 7 |
from datetime import datetime
|
| 8 |
import textwrap
|
| 9 |
import google.generativeai as genai
|
| 10 |
-
import
|
| 11 |
-
from typing import Generator, AsyncGenerator
|
| 12 |
from openai import AsyncOpenAI
|
| 13 |
import dotenv
|
| 14 |
|
|
@@ -20,7 +21,7 @@ CURRENT_TIME = "2025-05-23 12:57:22"
|
|
| 20 |
CURRENT_USER = "ErRickow"
|
| 21 |
|
| 22 |
# Default API Keys (fallback if user doesn't provide their own)
|
| 23 |
-
DEFAULT_XAI_KEY = os.getenv("XAI_API_KEY")
|
| 24 |
DEFAULT_GEMINI_KEY = os.getenv("GEMINI_API_KEY")
|
| 25 |
|
| 26 |
# API settings
|
|
@@ -278,36 +279,99 @@ class RepoAnalyzer:
|
|
| 278 |
return False, "Tidak dapat membaca file dengan encoding yang didukung"
|
| 279 |
|
| 280 |
def create_ui():
|
|
|
|
|
|
|
| 281 |
analyzer = RepoAnalyzer()
|
| 282 |
|
| 283 |
with gr.Blocks(title="Repository Chat Analysis", theme=gr.themes.Soft()) as app:
|
| 284 |
-
# Add CSS for better mobile responsiveness
|
| 285 |
gr.Markdown("""
|
| 286 |
<style>
|
| 287 |
-
.container {
|
| 288 |
-
|
| 289 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 290 |
}
|
| 291 |
-
.
|
| 292 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 293 |
}
|
| 294 |
@media (max-width: 768px) {
|
| 295 |
-
.gr-form {
|
| 296 |
-
|
| 297 |
-
|
| 298 |
-
|
| 299 |
-
margin: 0.5rem 0 !important;
|
| 300 |
}
|
| 301 |
}
|
| 302 |
</style>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 303 |
""")
|
| 304 |
|
| 305 |
with gr.Row(elem_classes="container"):
|
| 306 |
gr.Markdown(f"""
|
| 307 |
# π€ Repository Chat Analysis
|
| 308 |
|
| 309 |
-
π
|
| 310 |
-
π€ Pengguna: {CURRENT_USER}
|
| 311 |
""")
|
| 312 |
|
| 313 |
with gr.Tabs() as tabs:
|
|
@@ -378,8 +442,7 @@ def create_ui():
|
|
| 378 |
placeholder="main",
|
| 379 |
elem_classes="mobile-full"
|
| 380 |
)
|
| 381 |
-
|
| 382 |
-
# Fix clone repository functionality
|
| 383 |
clone_button = gr.Button(
|
| 384 |
"π Clone Repository",
|
| 385 |
variant="primary",
|
|
@@ -391,140 +454,140 @@ def create_ui():
|
|
| 391 |
label="Status Repository",
|
| 392 |
elem_classes="mobile-full"
|
| 393 |
)
|
| 394 |
-
|
| 395 |
-
def handle_clone(repo_url, github_token, branch):
|
| 396 |
-
if not repo_url:
|
| 397 |
-
return "β οΈ URL repository diperlukan!"
|
| 398 |
-
success, message = analyzer.clone_repository(repo_url, github_token, branch)
|
| 399 |
-
return message
|
| 400 |
-
|
| 401 |
-
# Connect clone button click event
|
| 402 |
-
clone_button.click(
|
| 403 |
-
fn=handle_clone,
|
| 404 |
-
inputs=[repo_url, github_token, branch],
|
| 405 |
-
outputs=clone_status
|
| 406 |
-
)
|
| 407 |
|
| 408 |
-
|
| 409 |
-
### π‘ Contoh Pertanyaan:
|
| 410 |
-
- "Jelaskan struktur utama dari repository ini"
|
| 411 |
-
- "Apa saja fitur-fitur utama dalam kode ini?"
|
| 412 |
-
- "Bagaimana cara memperbaiki [masalah specific] di repository ini?"
|
| 413 |
-
- "Tolong analisis kualitas kode di file [nama file]"
|
| 414 |
-
""")
|
| 415 |
-
|
| 416 |
-
# Improved chat interface
|
| 417 |
with gr.Group():
|
| 418 |
-
|
| 419 |
-
|
| 420 |
-
|
| 421 |
-
|
| 422 |
-
|
| 423 |
-
|
| 424 |
-
|
| 425 |
-
|
| 426 |
-
|
| 427 |
-
|
|
|
|
|
|
|
|
|
|
| 428 |
)
|
| 429 |
-
|
| 430 |
-
chat_history = gr.Chatbot(
|
| 431 |
-
label="π Riwayat Chat",
|
| 432 |
-
height=500,
|
| 433 |
-
show_label=True,
|
| 434 |
-
elem_classes="mobile-full"
|
| 435 |
-
)
|
| 436 |
|
| 437 |
-
#
|
| 438 |
-
with gr.
|
| 439 |
-
|
| 440 |
-
|
|
|
|
|
|
|
|
|
|
| 441 |
)
|
| 442 |
-
|
| 443 |
-
async def handle_chat(message, history, provider_choice, model_name, xai_key, gemini_key):
|
| 444 |
-
if not analyzer.current_repo:
|
| 445 |
-
yield history + [[message, "β οΈ Mohon clone repository terlebih dahulu sebelum mengajukan pertanyaan."]]
|
| 446 |
-
return
|
| 447 |
|
| 448 |
-
|
| 449 |
-
|
| 450 |
-
|
| 451 |
-
|
| 452 |
-
|
| 453 |
-
|
| 454 |
-
|
| 455 |
-
|
| 456 |
-
|
| 457 |
-
|
| 458 |
-
elif provider_choice == AIProvider.GEMINI:
|
| 459 |
-
async for chunk in analyzer.stream_gemini_response(message, gemini_key or DEFAULT_GEMINI_KEY):
|
| 460 |
-
full_response += chunk
|
| 461 |
-
history[-1][1] = full_response
|
| 462 |
-
yield history
|
| 463 |
-
else: # OLLAMA
|
| 464 |
-
response = analyze_with_ollama(model_name, message)
|
| 465 |
-
history[-1][1] = response
|
| 466 |
-
yield history
|
| 467 |
-
except Exception as e:
|
| 468 |
-
history[-1][1] = f"β οΈ Error: {str(e)}"
|
| 469 |
-
yield history
|
| 470 |
-
|
| 471 |
-
# Connect chat events with loading states
|
| 472 |
-
send_event = send_button.click(
|
| 473 |
-
fn=handle_chat,
|
| 474 |
-
inputs=[
|
| 475 |
-
chat_input,
|
| 476 |
-
chat_history,
|
| 477 |
-
provider,
|
| 478 |
-
model_dropdown,
|
| 479 |
-
xai_key,
|
| 480 |
-
gemini_key
|
| 481 |
-
],
|
| 482 |
-
outputs=chat_history,
|
| 483 |
-
show_progress=True
|
| 484 |
-
).then(
|
| 485 |
-
fn=lambda: gr.update(value=""),
|
| 486 |
-
outputs=chat_input
|
| 487 |
-
)
|
| 488 |
|
| 489 |
-
|
| 490 |
-
|
| 491 |
-
inputs=[
|
| 492 |
-
chat_input,
|
| 493 |
-
chat_history,
|
| 494 |
-
provider,
|
| 495 |
-
model_dropdown,
|
| 496 |
-
xai_key,
|
| 497 |
-
gemini_key
|
| 498 |
-
],
|
| 499 |
-
outputs=chat_history,
|
| 500 |
-
show_progress=True
|
| 501 |
-
).then(
|
| 502 |
-
fn=lambda: gr.update(value=""),
|
| 503 |
-
outputs=chat_input
|
| 504 |
)
|
| 505 |
|
| 506 |
-
|
| 507 |
-
|
| 508 |
-
|
| 509 |
-
return
|
| 510 |
-
|
| 511 |
-
|
| 512 |
-
|
| 513 |
-
|
| 514 |
-
|
| 515 |
-
|
| 516 |
-
|
| 517 |
-
|
| 518 |
-
|
| 519 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 520 |
|
| 521 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 522 |
|
| 523 |
if __name__ == "__main__":
|
| 524 |
print(f"""
|
| 525 |
π Memulai Repository Chat Analysis
|
| 526 |
-
π
|
| 527 |
-
π€ Pengguna: {CURRENT_USER}
|
| 528 |
""")
|
| 529 |
|
| 530 |
app = create_ui()
|
|
|
|
| 4 |
import subprocess
|
| 5 |
import requests
|
| 6 |
import json
|
| 7 |
+
import time
|
| 8 |
+
import asyncio
|
| 9 |
from datetime import datetime
|
| 10 |
import textwrap
|
| 11 |
import google.generativeai as genai
|
| 12 |
+
from typing import Generator, AsyncGenerator, List
|
|
|
|
| 13 |
from openai import AsyncOpenAI
|
| 14 |
import dotenv
|
| 15 |
|
|
|
|
| 21 |
CURRENT_USER = "ErRickow"
|
| 22 |
|
| 23 |
# Default API Keys (fallback if user doesn't provide their own)
|
| 24 |
+
DEFAULT_XAI_KEY = os.getenv("XAI_API_KEY", "xai-vfjhklL384Z4HKdItsZomqpFlXubTZJAFnISQUpV7dE8lRnWwYBVPSCxSTlu08wDbAcv720bx2dDiQ9x")
|
| 25 |
DEFAULT_GEMINI_KEY = os.getenv("GEMINI_API_KEY")
|
| 26 |
|
| 27 |
# API settings
|
|
|
|
| 279 |
return False, "Tidak dapat membaca file dengan encoding yang didukung"
|
| 280 |
|
| 281 |
def create_ui():
|
| 282 |
+
# Get UTC time
|
| 283 |
+
utc_time = datetime.utcnow().strftime("%Y-%m-%d %H:%M:%S")
|
| 284 |
analyzer = RepoAnalyzer()
|
| 285 |
|
| 286 |
with gr.Blocks(title="Repository Chat Analysis", theme=gr.themes.Soft()) as app:
|
|
|
|
| 287 |
gr.Markdown("""
|
| 288 |
<style>
|
| 289 |
+
.container { max-width: 100% !important; padding: 1rem; }
|
| 290 |
+
.mobile-full { width: 100% !important; }
|
| 291 |
+
.file-list { margin: 10px 0; padding: 10px; border: 1px solid #ddd; border-radius: 4px; }
|
| 292 |
+
.file-item { display: flex; justify-content: space-between; padding: 5px 0; }
|
| 293 |
+
.file-remove { color: red; cursor: pointer; }
|
| 294 |
+
|
| 295 |
+
/* Enhanced code block styling */
|
| 296 |
+
.wrapper-artifact {
|
| 297 |
+
border: 1px solid #e0e0e0;
|
| 298 |
+
border-radius: 8px;
|
| 299 |
+
margin: 16px 0;
|
| 300 |
+
background: #f8f9fa;
|
| 301 |
+
}
|
| 302 |
+
.header-artifact {
|
| 303 |
+
padding: 8px 16px;
|
| 304 |
+
background: #f1f3f4;
|
| 305 |
+
border-bottom: 1px solid #e0e0e0;
|
| 306 |
+
border-radius: 8px 8px 0 0;
|
| 307 |
+
font-family: monospace;
|
| 308 |
+
display: flex;
|
| 309 |
+
justify-content: space-between;
|
| 310 |
+
align-items: center;
|
| 311 |
+
}
|
| 312 |
+
.content-artifact {
|
| 313 |
+
padding: 16px;
|
| 314 |
+
overflow-x: auto;
|
| 315 |
+
background: #ffffff;
|
| 316 |
+
border-radius: 0 0 8px 8px;
|
| 317 |
+
}
|
| 318 |
+
.content-artifact pre {
|
| 319 |
+
margin: 0;
|
| 320 |
+
padding: 0;
|
| 321 |
+
}
|
| 322 |
+
.copy-button {
|
| 323 |
+
background: #e0e0e0;
|
| 324 |
+
border: none;
|
| 325 |
+
padding: 4px 8px;
|
| 326 |
+
border-radius: 4px;
|
| 327 |
+
cursor: pointer;
|
| 328 |
+
font-size: 12px;
|
| 329 |
}
|
| 330 |
+
.copy-button:hover {
|
| 331 |
+
background: #d0d0d0;
|
| 332 |
+
}
|
| 333 |
+
|
| 334 |
+
/* Chat interface styling */
|
| 335 |
+
.fullscreen-chat {
|
| 336 |
+
height: calc(100vh - 200px) !important;
|
| 337 |
+
margin: 20px 0;
|
| 338 |
+
}
|
| 339 |
+
.chat-input {
|
| 340 |
+
position: sticky;
|
| 341 |
+
bottom: 0;
|
| 342 |
+
background: white;
|
| 343 |
+
padding: 10px 0;
|
| 344 |
+
border-top: 1px solid #eee;
|
| 345 |
+
}
|
| 346 |
+
.chat-message {
|
| 347 |
+
margin: 8px 0;
|
| 348 |
}
|
| 349 |
@media (max-width: 768px) {
|
| 350 |
+
.gr-form { flex-direction: column !important; }
|
| 351 |
+
.gr-group { margin: 0.5rem 0 !important; }
|
| 352 |
+
.fullscreen-chat {
|
| 353 |
+
height: calc(100vh - 300px) !important;
|
|
|
|
| 354 |
}
|
| 355 |
}
|
| 356 |
</style>
|
| 357 |
+
<script>
|
| 358 |
+
function copyToClipboard(text) {
|
| 359 |
+
navigator.clipboard.writeText(text).then(() => {
|
| 360 |
+
const button = event.target;
|
| 361 |
+
button.textContent = 'Copied!';
|
| 362 |
+
setTimeout(() => {
|
| 363 |
+
button.textContent = 'Copy';
|
| 364 |
+
}, 2000);
|
| 365 |
+
});
|
| 366 |
+
}
|
| 367 |
+
</script>
|
| 368 |
""")
|
| 369 |
|
| 370 |
with gr.Row(elem_classes="container"):
|
| 371 |
gr.Markdown(f"""
|
| 372 |
# π€ Repository Chat Analysis
|
| 373 |
|
| 374 |
+
π
Current Date and Time (UTC): {utc_time}
|
|
|
|
| 375 |
""")
|
| 376 |
|
| 377 |
with gr.Tabs() as tabs:
|
|
|
|
| 442 |
placeholder="main",
|
| 443 |
elem_classes="mobile-full"
|
| 444 |
)
|
| 445 |
+
|
|
|
|
| 446 |
clone_button = gr.Button(
|
| 447 |
"π Clone Repository",
|
| 448 |
variant="primary",
|
|
|
|
| 454 |
label="Status Repository",
|
| 455 |
elem_classes="mobile-full"
|
| 456 |
)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 457 |
|
| 458 |
+
# File selection components
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 459 |
with gr.Group():
|
| 460 |
+
gr.Markdown("### π File yang Dipilih")
|
| 461 |
+
|
| 462 |
+
with gr.Row():
|
| 463 |
+
file_selector = gr.Dropdown(
|
| 464 |
+
label="Pilih File dari Repository",
|
| 465 |
+
choices=[],
|
| 466 |
+
multiselect=True,
|
| 467 |
+
elem_classes="mobile-full"
|
| 468 |
+
)
|
| 469 |
+
|
| 470 |
+
file_list = gr.HTML(
|
| 471 |
+
value="<div class='file-list'>Belum ada file yang dipilih</div>",
|
| 472 |
+
label="Daftar File Terpilih"
|
| 473 |
)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 474 |
|
| 475 |
+
# Enhanced chat interface with fullscreen support
|
| 476 |
+
with gr.Group():
|
| 477 |
+
chat_history = gr.Chatbot(
|
| 478 |
+
label="π Riwayat Chat",
|
| 479 |
+
elem_classes="fullscreen-chat",
|
| 480 |
+
height=None, # Let CSS handle the height
|
| 481 |
+
show_label=True
|
| 482 |
)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 483 |
|
| 484 |
+
with gr.Group(elem_classes="chat-input"):
|
| 485 |
+
chat_input = gr.Textbox(
|
| 486 |
+
label="π Tanyakan tentang Repository",
|
| 487 |
+
placeholder="Ketik pertanyaan Anda di sini...",
|
| 488 |
+
lines=3,
|
| 489 |
+
elem_classes="mobile-full"
|
| 490 |
+
)
|
| 491 |
+
with gr.Row():
|
| 492 |
+
clear_button = gr.Button("π§Ή Bersihkan", variant="secondary")
|
| 493 |
+
send_button = gr.Button("π€ Kirim", variant="primary")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 494 |
|
| 495 |
+
loading_indicator = gr.HTML(
|
| 496 |
+
'<div id="loading" style="display:none">Memproses permintaan...</div>'
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 497 |
)
|
| 498 |
|
| 499 |
+
async def handle_chat(message, history, provider_choice, model_name, xai_key, gemini_key, selected_files):
|
| 500 |
+
if not analyzer.current_repo:
|
| 501 |
+
yield history + [[message, "β οΈ Mohon clone repository terlebih dahulu sebelum mengajukan pertanyaan."]]
|
| 502 |
+
return
|
| 503 |
+
|
| 504 |
+
history = history or []
|
| 505 |
+
history.append([message, ""])
|
| 506 |
+
|
| 507 |
+
try:
|
| 508 |
+
# Add context about selected files to the prompt
|
| 509 |
+
file_context = ""
|
| 510 |
+
if selected_files:
|
| 511 |
+
file_context = "\n\nFile yang dipilih:\n"
|
| 512 |
+
for file in selected_files:
|
| 513 |
+
content = analyzer.repo_content.get(file, "")
|
| 514 |
+
# Wrap code blocks in custom artifact styling
|
| 515 |
+
file_context += f"""
|
| 516 |
+
<div class="wrapper-artifact">
|
| 517 |
+
<div class="header-artifact">
|
| 518 |
+
<span>{file}</span>
|
| 519 |
+
<button class="copy-button" onclick="copyToClipboard(`{content.replace('`', '\\`')}`)">Copy</button>
|
| 520 |
+
</div>
|
| 521 |
+
<div class="content-artifact">
|
| 522 |
+
<pre><code>{content}</code></pre>
|
| 523 |
+
</div>
|
| 524 |
+
</div>
|
| 525 |
+
"""
|
| 526 |
+
|
| 527 |
+
enhanced_message = f"{message}\n{file_context}"
|
| 528 |
+
|
| 529 |
+
full_response = ""
|
| 530 |
+
if provider_choice == AIProvider.XAI:
|
| 531 |
+
async for chunk in analyzer.stream_xai_response(enhanced_message, xai_key, model_name):
|
| 532 |
+
# Wrap code blocks in custom styling
|
| 533 |
+
chunk = process_code_blocks(chunk)
|
| 534 |
+
full_response += chunk
|
| 535 |
+
await asyncio.sleep(0.08)
|
| 536 |
+
history[-1][1] = full_response
|
| 537 |
+
yield history
|
| 538 |
+
|
| 539 |
+
elif provider_choice == AIProvider.GEMINI:
|
| 540 |
+
async for chunk in analyzer.stream_gemini_response(enhanced_message, gemini_key or DEFAULT_GEMINI_KEY):
|
| 541 |
+
chunk = process_code_blocks(chunk)
|
| 542 |
+
full_response += chunk
|
| 543 |
+
await asyncio.sleep(0.08)
|
| 544 |
+
history[-1][1] = full_response
|
| 545 |
+
yield history
|
| 546 |
+
|
| 547 |
+
else: # OLLAMA
|
| 548 |
+
response = analyze_with_ollama(model_name, enhanced_message)
|
| 549 |
+
response = process_code_blocks(response)
|
| 550 |
+
words = response.split()
|
| 551 |
+
for i in range(len(words)):
|
| 552 |
+
full_response = " ".join(words[:i+1])
|
| 553 |
+
await asyncio.sleep(0.08)
|
| 554 |
+
history[-1][1] = full_response
|
| 555 |
+
yield history
|
| 556 |
+
|
| 557 |
+
except Exception as e:
|
| 558 |
+
history[-1][1] = f"β οΈ Error: {str(e)}"
|
| 559 |
+
yield history
|
| 560 |
|
| 561 |
+
def process_code_blocks(text):
|
| 562 |
+
"""Process markdown code blocks to use custom artifact styling"""
|
| 563 |
+
import re
|
| 564 |
+
|
| 565 |
+
# Pattern for code blocks with language specification
|
| 566 |
+
pattern = r"```(\w+)\n(.*?)```"
|
| 567 |
+
|
| 568 |
+
def replace_code_block(match):
|
| 569 |
+
language = match.group(1)
|
| 570 |
+
code = match.group(2)
|
| 571 |
+
return f"""
|
| 572 |
+
<div class="wrapper-artifact">
|
| 573 |
+
<div class="header-artifact">
|
| 574 |
+
<span>{language}</span>
|
| 575 |
+
<button class="copy-button" onclick="copyToClipboard(`{code.replace('`', '\\`')}`)">Copy</button>
|
| 576 |
+
</div>
|
| 577 |
+
<div class="content-artifact">
|
| 578 |
+
<pre><code>{code}</code></pre>
|
| 579 |
+
</div>
|
| 580 |
+
</div>
|
| 581 |
+
"""
|
| 582 |
+
|
| 583 |
+
# Replace all code blocks in the text
|
| 584 |
+
processed_text = re.sub(pattern, replace_code_block, text, flags=re.DOTALL)
|
| 585 |
+
return processed_text
|
| 586 |
|
| 587 |
if __name__ == "__main__":
|
| 588 |
print(f"""
|
| 589 |
π Memulai Repository Chat Analysis
|
| 590 |
+
π
Current Date and Time (UTC): {datetime.utcnow().strftime("%Y-%m-%d %H:%M:%S")}
|
|
|
|
| 591 |
""")
|
| 592 |
|
| 593 |
app = create_ui()
|