Spaces:
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Update app.py
Browse files
app.py
CHANGED
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@@ -16,15 +16,17 @@ import dotenv
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# Load environment variables
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dotenv.load_dotenv()
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# Metadata
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CURRENT_TIME = "
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CURRENT_USER = "ErRickow"
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# Default API Keys (fallback if user doesn't provide their own)
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DEFAULT_XAI_KEY = os.getenv(
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"XAI_API_KEY"
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)
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DEFAULT_GEMINI_KEY = os.getenv("GEMINI_API_KEY")
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# API settings
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OLLAMA_API = os.environ.get("OLLAMA_API", "http://localhost:11434")
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@@ -113,6 +115,40 @@ Note:
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"""
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class AIProvider:
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OLLAMA = "ollama"
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GEMINI = "gemini"
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@@ -125,21 +161,20 @@ class RepoAnalyzer:
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self.repo_content = {}
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self.chat_history = []
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async def
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self, prompt: str, api_key: str = None, model: str = "
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) -> AsyncGenerator[str, None]:
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"""Stream response dari
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try:
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actual_key = api_key if api_key else DEFAULT_XAI_KEY
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if not actual_key:
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yield "⚠️ API Key
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return
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client
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#
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messages = [
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{
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"role": "system",
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context = f"Repository: {self.current_repo}\n\n"
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repo_files = "\n".join(list(self.repo_content.keys()))
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context += f"Files in repository:\n{repo_files}\n\n"
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messages.append({"role": "user", "content": prompt})
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content = chunk.choices[0].delta.content
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full_response += content
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yield content
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except Exception as e:
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error_msg = f"⚠️ Error dalam
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print(error_msg)
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yield error_msg
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async def
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self, prompt: str, api_key: str
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) -> AsyncGenerator[str, None]:
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"""Stream response dari
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try:
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if
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return
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stream=
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except Exception as e:
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print(error_msg)
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yield error_msg
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def clone_repository(
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self, repo_url: str, github_token: str, branch: str = None
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) -> tuple[bool, str]:
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"""Clone repository GitHub dengan autentikasi"""
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if not repo_url:
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return False, "⚠️ URL repository diperlukan"
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# Cek apakah repository private
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headers = {"Authorization": f"token {github_token}"} if github_token else {}
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repo_check = requests.get(
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f"https://api.github.com/repos/{owner_repo}", headers=headers
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)
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if repo_check.status_code == 404:
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return False, "⚠️ Repository tidak ditemukan. Periksa URL repository."
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False,
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"⚠️ Token GitHub tidak valid. Klik icon bantuan (?) untuk panduan mendapatkan token.",
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)
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elif repo_check.status_code == 403 and repo_check.json().get(
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"private", False
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):
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return (
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False,
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"⚠️ Ini adalah repository private. Token GitHub dengan akses 'repo' diperlukan.",
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continue
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return False, "Tidak dapat membaca file dengan encoding yang didukung"
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analyzer = RepoAnalyzer()
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async def handle_chat(
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message,
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history,
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analyzer=analyzer,
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):
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"""Menangani interaksi chat dengan model AI"""
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# Add context about selected files to the prompt
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file_context = ""
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if selected_files:
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file_context = "\n\nFile yang dipilih:\n"
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for file in selected_files:
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content = analyzer.repo_content.get(file, "")
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if content:
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file_context += f"\n{file}:\n```\n{content}\n```\n"
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enhanced_message = f"{message}\n{file_context}"
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full_response = ""
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if provider_choice == AIProvider.XAI:
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async for chunk in analyzer.stream_xai_response(
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enhanced_message, xai_key, model_name
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):
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full_response += chunk
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# Add delay between chunks for readability
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await asyncio.sleep(1)
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history[-1]["content"] = full_response
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yield history
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elif provider_choice == AIProvider.GEMINI:
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async for chunk in analyzer.stream_gemini_response(
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enhanced_message, gemini_key or DEFAULT_GEMINI_KEY
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):
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full_response += chunk
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# Add delay between chunks for readability
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await asyncio.sleep(0.5)
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history[-1]["content"] = full_response
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yield history
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except Exception as e:
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-
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yield history
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def create_ui():
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# Gunakan analyzer global
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global analyzer
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current_time = datetime.now().strftime("%Y-%m-%d %H:%M")
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with gr.Blocks(title="Open Repo AI", theme=gr.themes.Soft()) as app:
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# CSS Styling
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gr.Markdown("""
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<style>
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.container { max-width: 100% !important; padding: 1rem; }
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.mobile-full { width: 100% !important; }
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background: #f8f9fa;
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border-radius:
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border: 1px solid #e9ecef;
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margin: 10px 0;
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}
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}
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font-size: 1.1em;
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}
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margin: 10px 0;
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}
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}
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background: #e9ecef;
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border-radius: 4px;
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}
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.example-
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font-weight: bold;
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}
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}
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@media (max-width: 768px) {
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.gr-form { flex-direction: column !important; }
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.gr-group { margin: 0.5rem 0 !important; }
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}
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</style>
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""")
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# Header
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with gr.Row(elem_classes="container"):
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gr.Markdown(f"""
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# AI Github Repository Chat
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""")
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# Main Tabs Container
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with gr.Tabs() as tabs:
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# Configuration Tab
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with gr.Tab("Konfigurasi"):
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provider = gr.Radio(
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choices=[AIProvider.XAI, AIProvider.GEMINI, AIProvider.OLLAMA],
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label="AI
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value=AIProvider.XAI,
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)
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with gr.Group() as api_settings:
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with gr.Row():
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with gr.Column(scale=1):
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gr.Markdown(
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with gr.Row():
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with gr.Column(scale=1):
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gr.Markdown(
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with gr.Row():
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model_dropdown = gr.Dropdown(
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# Repository Analysis Tab
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with gr.Tab("Analisis Repository"):
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with gr.Group():
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# Repository URL
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with gr.Row():
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repo_url = gr.Textbox(
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label="URL Repository GitHub",
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elem_classes="mobile-full",
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)
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| 503 |
with gr.Row():
|
| 504 |
with gr.Column(scale=2):
|
| 505 |
github_token = gr.Textbox(
|
| 506 |
-
label="Token GitHub
|
| 507 |
type="password",
|
| 508 |
-
placeholder="
|
| 509 |
elem_classes="mobile-full",
|
| 510 |
)
|
| 511 |
-
gr.Markdown(
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| 512 |
with gr.Column(scale=1):
|
| 513 |
branch = gr.Textbox(
|
| 514 |
label="Branch (opsional)",
|
|
@@ -516,16 +829,14 @@ def create_ui():
|
|
| 516 |
elem_classes="mobile-full",
|
| 517 |
)
|
| 518 |
|
| 519 |
-
|
| 520 |
clone_button = gr.Button(
|
| 521 |
-
"
|
| 522 |
variant="primary",
|
| 523 |
elem_classes="mobile-full",
|
| 524 |
)
|
| 525 |
|
| 526 |
-
clone_status = gr.Markdown(
|
| 527 |
-
value="", label="Status Repository", elem_classes="mobile-full"
|
| 528 |
-
)
|
| 529 |
|
| 530 |
# File Selection
|
| 531 |
with gr.Group():
|
|
@@ -547,17 +858,200 @@ def create_ui():
|
|
| 547 |
)
|
| 548 |
|
| 549 |
# Examples Tab
|
| 550 |
-
with gr.Tab("
|
| 551 |
-
|
| 552 |
-
|
| 553 |
-
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| 554 |
-
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|
| 555 |
|
| 556 |
# Chat Interface (outside tabs)
|
| 557 |
with gr.Group():
|
| 558 |
chat_history = gr.Chatbot(
|
| 559 |
-
label="
|
| 560 |
-
height=
|
| 561 |
show_label=True,
|
| 562 |
type="messages",
|
| 563 |
elem_classes="mobile-full",
|
|
@@ -565,19 +1059,20 @@ def create_ui():
|
|
| 565 |
|
| 566 |
with gr.Row():
|
| 567 |
chat_input = gr.Textbox(
|
| 568 |
-
label="
|
| 569 |
-
placeholder="Ketik di sini...",
|
| 570 |
lines=3,
|
| 571 |
elem_classes="mobile-full",
|
| 572 |
)
|
| 573 |
-
|
| 574 |
-
|
|
|
|
| 575 |
|
| 576 |
# Event Handlers
|
| 577 |
def handle_clone(repo_url, github_token, branch):
|
| 578 |
if not repo_url:
|
| 579 |
return (
|
| 580 |
-
"URL repository diperlukan!",
|
| 581 |
gr.Dropdown(choices=[]),
|
| 582 |
"<div class='file-list'>Belum ada file yang dipilih</div>",
|
| 583 |
)
|
|
@@ -608,102 +1103,43 @@ def create_ui():
|
|
| 608 |
html += "</div>"
|
| 609 |
return html
|
| 610 |
|
| 611 |
-
def generate_examples(selected_files):
|
| 612 |
-
if not selected_files:
|
| 613 |
-
return """
|
| 614 |
-
<div class='example-list'>
|
| 615 |
-
<h3>Pilih File Terlebih Dahulu</h3>
|
| 616 |
-
<p>Silakan pilih file di tab Analisis Repository untuk melihat contoh pertanyaan yang relevan.</p>
|
| 617 |
-
</div>
|
| 618 |
-
"""
|
| 619 |
-
|
| 620 |
-
examples = "<div class='example-list'>"
|
| 621 |
-
|
| 622 |
-
# General examples for any file
|
| 623 |
-
examples += """
|
| 624 |
-
<h3>Contoh Pertanyaan Umum:</h3>
|
| 625 |
-
<ul>
|
| 626 |
-
"""
|
| 627 |
-
|
| 628 |
-
file_names = ", ".join(
|
| 629 |
-
[f"<code>{f.split('/')[-1]}</code>" for f in selected_files]
|
| 630 |
-
)
|
| 631 |
-
examples += f"""
|
| 632 |
-
<li><strong>Analisis Kode:</strong> "Jelaskan logika dan fungsi utama dari {file_names}"</li>
|
| 633 |
-
<li><strong>Deteksi Bug:</strong> "Apakah ada potensi bug atau masalah keamanan di file-file ini?"</li>
|
| 634 |
-
<li><strong>Best Practices:</strong> "Bagaimana cara mengoptimalkan kode di file-file ini?"</li>
|
| 635 |
-
"""
|
| 636 |
-
|
| 637 |
-
# Specific examples based on file types
|
| 638 |
-
for file in selected_files:
|
| 639 |
-
filename = file.split("/")[-1]
|
| 640 |
-
ext = filename.split(".")[-1].lower() if "." in filename else ""
|
| 641 |
-
examples += f"<h4>Contoh untuk {filename}:</h4><ul>"
|
| 642 |
-
|
| 643 |
-
if ext in ["py", "js", "java", "cpp", "c", "go"]:
|
| 644 |
-
examples += f"""
|
| 645 |
-
<li>"Jelaskan fungsi-fungsi utama di {filename}"</li>
|
| 646 |
-
<li>"Bagaimana cara mengoptimalkan performa di {filename}?"</li>
|
| 647 |
-
<li>"Buat unit test untuk fungsi-fungsi di {filename}"</li>
|
| 648 |
-
"""
|
| 649 |
-
elif ext in ["html", "css"]:
|
| 650 |
-
examples += f"""
|
| 651 |
-
<li>"Analisis struktur dan layout dari {filename}"</li>
|
| 652 |
-
<li>"Bagaimana cara membuat {filename} lebih responsif?"</li>
|
| 653 |
-
<li>"Optimasi untuk mobile view di {filename}"</li>
|
| 654 |
-
"""
|
| 655 |
-
elif ext == "md":
|
| 656 |
-
examples += f"""
|
| 657 |
-
<li>"Ringkas isi dokumentasi dari {filename}"</li>
|
| 658 |
-
<li>"Buat tabel konten untuk {filename}"</li>
|
| 659 |
-
<li>"Perbaiki formatting di {filename}"</li>
|
| 660 |
-
"""
|
| 661 |
-
elif ext in ["json", "yaml", "yml"]:
|
| 662 |
-
examples += f"""
|
| 663 |
-
<li>"Validasi struktur data di {filename}"</li>
|
| 664 |
-
<li>"Jelaskan konfigurasi di {filename}"</li>
|
| 665 |
-
<li>"Optimasi format di {filename}"</li>
|
| 666 |
-
"""
|
| 667 |
-
elif ext == "dockerfile":
|
| 668 |
-
examples += f"""
|
| 669 |
-
<li>"Analisis keamanan dari {filename}"</li>
|
| 670 |
-
<li>"Optimasi multi-stage build di {filename}"</li>
|
| 671 |
-
<li>"Best practices untuk {filename}"</li>
|
| 672 |
-
"""
|
| 673 |
-
else:
|
| 674 |
-
examples += f"""
|
| 675 |
-
<li>"Analisis isi dari {filename}"</li>
|
| 676 |
-
<li>"Jelaskan struktur dan tujuan {filename}"</li>
|
| 677 |
-
<li>"Saran perbaikan untuk {filename}"</li>
|
| 678 |
-
"""
|
| 679 |
-
examples += "</ul>"
|
| 680 |
-
|
| 681 |
-
examples += """
|
| 682 |
-
<h3>Tips:</h3>
|
| 683 |
-
<ul>
|
| 684 |
-
<li>Gunakan pertanyaan yang spesifik dan fokus pada bagian tertentu</li>
|
| 685 |
-
<li>Sebutkan nama file jika bertanya tentang file tertentu</li>
|
| 686 |
-
<li>Jelaskan konteks atau masalah yang ingin diselesaikan</li>
|
| 687 |
-
</ul>
|
| 688 |
-
"""
|
| 689 |
-
|
| 690 |
-
examples += "</div>"
|
| 691 |
-
return examples
|
| 692 |
-
|
| 693 |
def clear_chat_history():
|
| 694 |
return []
|
| 695 |
|
| 696 |
-
def update_model_list(provider_choice):
|
| 697 |
-
|
| 698 |
-
|
| 699 |
-
|
| 700 |
-
|
| 701 |
-
|
| 702 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 703 |
|
| 704 |
# Connect Events
|
| 705 |
-
provider.change(
|
| 706 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 707 |
)
|
| 708 |
|
| 709 |
clone_button.click(
|
|
@@ -712,25 +1148,26 @@ def create_ui():
|
|
| 712 |
outputs=[clone_status, file_selector, file_list],
|
| 713 |
)
|
| 714 |
|
| 715 |
-
file_selector.change(
|
| 716 |
-
fn=update_file_list, inputs=[file_selector], outputs=[file_list]
|
| 717 |
-
)
|
| 718 |
-
|
| 719 |
-
# Example tab updates
|
| 720 |
-
tabs.select(
|
| 721 |
-
fn=generate_examples,
|
| 722 |
-
inputs=[file_selector],
|
| 723 |
-
outputs=[example_output],
|
| 724 |
-
api_name=False,
|
| 725 |
-
)
|
| 726 |
|
| 727 |
-
|
| 728 |
-
file_selector.change(
|
| 729 |
-
fn=generate_examples, inputs=[file_selector], outputs=[example_output]
|
| 730 |
-
)
|
| 731 |
|
| 732 |
# Chat events
|
| 733 |
-
clear_button.click(
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 734 |
|
| 735 |
send_button.click(
|
| 736 |
fn=handle_chat,
|
|
@@ -766,9 +1203,10 @@ def create_ui():
|
|
| 766 |
|
| 767 |
|
| 768 |
if __name__ == "__main__":
|
| 769 |
-
print(
|
| 770 |
-
🚀
|
|
|
|
| 771 |
""")
|
| 772 |
|
| 773 |
app = create_ui()
|
| 774 |
-
app.launch(share=True)
|
|
|
|
| 16 |
# Load environment variables
|
| 17 |
dotenv.load_dotenv()
|
| 18 |
|
| 19 |
+
# Metadata# Metadata
|
| 20 |
+
CURRENT_TIME = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
|
| 21 |
+
CURRENT_USER = os.getenv("USER", "ErRickow")
|
| 22 |
|
| 23 |
# Default API Keys (fallback if user doesn't provide their own)
|
| 24 |
DEFAULT_XAI_KEY = os.getenv(
|
| 25 |
+
"XAI_API_KEY",
|
| 26 |
+
"xai-vfjhklL384Z4HKdItsZomqpFlXubTZJAFnISQUpV7dE8lRnWwYBVPSCxSTlu08wDbAcv720bx2dDiQ9x",
|
| 27 |
)
|
| 28 |
DEFAULT_GEMINI_KEY = os.getenv("GEMINI_API_KEY")
|
| 29 |
+
GEMINI_BASE_URL = "https://generativelanguage.googleapis.com/v1beta/openai/"
|
| 30 |
|
| 31 |
# API settings
|
| 32 |
OLLAMA_API = os.environ.get("OLLAMA_API", "http://localhost:11434")
|
|
|
|
| 115 |
"""
|
| 116 |
|
| 117 |
|
| 118 |
+
async def get_available_models(provider: str, api_key: str = None) -> List[str]:
|
| 119 |
+
"""Mendapatkan daftar model yang tersedia dari API."""
|
| 120 |
+
try:
|
| 121 |
+
if provider == AIProvider.XAI:
|
| 122 |
+
if not api_key and not DEFAULT_XAI_KEY:
|
| 123 |
+
return ["grok-2-latest"], "⚠️ API Key diperlukan untuk mendapatkan daftar model lengkap"
|
| 124 |
+
|
| 125 |
+
client = AsyncOpenAI(api_key=api_key or DEFAULT_XAI_KEY, base_url=XAI_BASE_URL)
|
| 126 |
+
models = await client.models.list()
|
| 127 |
+
available_models = [m.id for m in models.data if "grok" in m.id.lower()]
|
| 128 |
+
return available_models, None
|
| 129 |
+
|
| 130 |
+
elif provider == AIProvider.GEMINI:
|
| 131 |
+
if not api_key and not DEFAULT_GEMINI_KEY:
|
| 132 |
+
return ["gemini-pro"], "⚠️ API Key diperlukan untuk mendapatkan daftar model lengkap"
|
| 133 |
+
|
| 134 |
+
genai.configure(api_key=api_key or DEFAULT_GEMINI_KEY)
|
| 135 |
+
models = [m.name for m in genai.list_models() if "gemini" in m.name.lower()]
|
| 136 |
+
return models, None
|
| 137 |
+
|
| 138 |
+
else: # OLLAMA
|
| 139 |
+
try:
|
| 140 |
+
response = requests.get(f"{OLLAMA_API}/api/tags")
|
| 141 |
+
if response.status_code == 200:
|
| 142 |
+
models = [m["name"] for m in response.json()["models"]]
|
| 143 |
+
return models, None
|
| 144 |
+
return ["llama2"], f"⚠️ Error mengakses Ollama API: {response.status_code}"
|
| 145 |
+
except Exception as e:
|
| 146 |
+
return ["llama2"], f"⚠️ Error connecting to Ollama: {str(e)}"
|
| 147 |
+
|
| 148 |
+
except Exception as e:
|
| 149 |
+
return [], f"⚠️ Error mendapatkan daftar model: {str(e)}"
|
| 150 |
+
|
| 151 |
+
|
| 152 |
class AIProvider:
|
| 153 |
OLLAMA = "ollama"
|
| 154 |
GEMINI = "gemini"
|
|
|
|
| 161 |
self.repo_content = {}
|
| 162 |
self.chat_history = []
|
| 163 |
|
| 164 |
+
async def stream_gemini_response(
|
| 165 |
+
self, prompt: str, api_key: str = None, model: str = "gemini-pro"
|
| 166 |
) -> AsyncGenerator[str, None]:
|
| 167 |
+
"""Stream response dari Gemini API menggunakan OpenAI client"""
|
| 168 |
try:
|
| 169 |
+
actual_key = api_key if api_key else DEFAULT_GEMINI_KEY
|
|
|
|
|
|
|
| 170 |
if not actual_key:
|
| 171 |
+
yield "⚠️ API Key Gemini diperlukan. Klik icon bantuan (?) untuk panduan mendapatkan key."
|
| 172 |
return
|
| 173 |
|
| 174 |
+
# Gunakan OpenAI client untuk Gemini
|
| 175 |
+
client = AsyncOpenAI(api_key=actual_key, base_url=GEMINI_BASE_URL)
|
| 176 |
|
| 177 |
+
# Tambahkan konteks repository jika ada
|
| 178 |
messages = [
|
| 179 |
{
|
| 180 |
"role": "system",
|
|
|
|
| 186 |
context = f"Repository: {self.current_repo}\n\n"
|
| 187 |
repo_files = "\n".join(list(self.repo_content.keys()))
|
| 188 |
context += f"Files in repository:\n{repo_files}\n\n"
|
| 189 |
+
prompt = context + prompt
|
| 190 |
|
| 191 |
messages.append({"role": "user", "content": prompt})
|
| 192 |
|
| 193 |
+
try:
|
| 194 |
+
stream = await client.chat.completions.create(
|
| 195 |
+
model=model,
|
| 196 |
+
messages=messages,
|
| 197 |
+
stream=True,
|
| 198 |
+
temperature=0.7,
|
| 199 |
+
top_p=0.8,
|
| 200 |
+
max_tokens=4096,
|
| 201 |
+
)
|
| 202 |
|
| 203 |
+
async for chunk in stream:
|
| 204 |
+
if chunk.choices[0].delta.content:
|
| 205 |
+
yield chunk.choices[0].delta.content
|
|
|
|
|
|
|
|
|
|
| 206 |
|
| 207 |
+
except Exception as e:
|
| 208 |
+
if "model not found" in str(e).lower():
|
| 209 |
+
yield f"⚠️ Model {model} tidak tersedia di Gemini API"
|
| 210 |
+
elif "rate limit" in str(e).lower():
|
| 211 |
+
yield "⚠️ Rate limit tercapai. Coba lagi nanti atau gunakan API key yang berbeda."
|
| 212 |
+
else:
|
| 213 |
+
yield f"⚠️ Error saat streaming dari Gemini: {str(e)}"
|
| 214 |
+
return
|
| 215 |
|
| 216 |
except Exception as e:
|
| 217 |
+
error_msg = f"⚠️ Error dalam Gemini API: {str(e)}\n\nPastikan:\n1. API Key valid\n2. Model {model} tersedia\n3. Anda memiliki kuota yang cukup"
|
| 218 |
print(error_msg)
|
| 219 |
yield error_msg
|
| 220 |
+
|
| 221 |
+
async def stream_xai_response(
|
| 222 |
+
self, prompt: str, api_key: str = None, model: str = "grok-2-latest"
|
| 223 |
) -> AsyncGenerator[str, None]:
|
| 224 |
+
"""Stream response dari X.AI (Grok) API dengan support berbagai model"""
|
| 225 |
try:
|
| 226 |
+
actual_key = api_key if api_key else DEFAULT_XAI_KEY
|
| 227 |
+
if not actual_key:
|
| 228 |
+
yield "⚠️ API Key X.AI diperlukan. Gunakan key Anda sendiri atau tunggu reset limit default key."
|
| 229 |
return
|
| 230 |
+
|
| 231 |
+
client = AsyncOpenAI(api_key=actual_key, base_url=XAI_BASE_URL)
|
| 232 |
+
|
| 233 |
+
# Verifikasi model support
|
| 234 |
+
try:
|
| 235 |
+
model_info = await client.models.retrieve(model)
|
| 236 |
+
if not any(c.type == "chat" for c in model_info.capabilities):
|
| 237 |
+
yield f"⚠️ Model {model} tidak mendukung chat completion"
|
| 238 |
+
return
|
| 239 |
+
except Exception as e:
|
| 240 |
+
yield f"⚠️ Error verifikasi model {model}: {str(e)}"
|
| 241 |
+
return
|
| 242 |
+
|
| 243 |
+
try:
|
| 244 |
+
stream = await client.chat.completions.create(
|
| 245 |
+
model=model,
|
| 246 |
+
messages=[
|
| 247 |
+
{
|
| 248 |
+
"role": "system",
|
| 249 |
+
"content": "Anda adalah asisten AI yang membantu menganalisis repository code. Berikan respons dalam Bahasa Indonesia.",
|
| 250 |
+
},
|
| 251 |
+
{"role": "user", "content": prompt},
|
| 252 |
+
],
|
| 253 |
+
stream=True,
|
| 254 |
+
)
|
| 255 |
+
except Exception as e:
|
| 256 |
+
yield f"⚠️ Error streaming dari model {model}: {str(e)}"
|
| 257 |
+
return
|
| 258 |
+
|
| 259 |
+
async for chunk in stream:
|
| 260 |
+
if chunk.choices[0].delta.content:
|
| 261 |
+
yield chunk.choices[0].delta.content
|
| 262 |
+
|
| 263 |
except Exception as e:
|
| 264 |
+
yield f"⚠️ Error dalam X.AI API: {str(e)}\nPastikan:\n1. API Key valid\n2. Model {model} tersedia\n3. Anda memiliki akses ke model ini"
|
|
|
|
|
|
|
| 265 |
|
| 266 |
+
def clone_repository(self, repo_url: str, github_token: str, branch: str = None) -> tuple[bool, str]:
|
|
|
|
|
|
|
| 267 |
"""Clone repository GitHub dengan autentikasi"""
|
| 268 |
if not repo_url:
|
| 269 |
return False, "⚠️ URL repository diperlukan"
|
|
|
|
| 278 |
|
| 279 |
# Cek apakah repository private
|
| 280 |
headers = {"Authorization": f"token {github_token}"} if github_token else {}
|
| 281 |
+
repo_check = requests.get(f"https://api.github.com/repos/{owner_repo}", headers=headers)
|
|
|
|
|
|
|
| 282 |
|
| 283 |
if repo_check.status_code == 404:
|
| 284 |
return False, "⚠️ Repository tidak ditemukan. Periksa URL repository."
|
|
|
|
| 287 |
False,
|
| 288 |
"⚠️ Token GitHub tidak valid. Klik icon bantuan (?) untuk panduan mendapatkan token.",
|
| 289 |
)
|
| 290 |
+
elif repo_check.status_code == 403 and repo_check.json().get("private", False):
|
|
|
|
|
|
|
| 291 |
return (
|
| 292 |
False,
|
| 293 |
"⚠️ Ini adalah repository private. Token GitHub dengan akses 'repo' diperlukan.",
|
|
|
|
| 344 |
continue
|
| 345 |
return False, "Tidak dapat membaca file dengan encoding yang didukung"
|
| 346 |
|
| 347 |
+
|
| 348 |
analyzer = RepoAnalyzer()
|
| 349 |
|
| 350 |
+
|
| 351 |
async def handle_chat(
|
| 352 |
message,
|
| 353 |
history,
|
|
|
|
| 359 |
analyzer=analyzer,
|
| 360 |
):
|
| 361 |
"""Menangani interaksi chat dengan model AI"""
|
| 362 |
+
try:
|
| 363 |
+
if not analyzer.current_repo:
|
| 364 |
+
new_message = {
|
| 365 |
+
"role": "assistant",
|
| 366 |
+
"content": "⚠️ Mohon clone repository terlebih dahulu sebelum mengajukan pertanyaan.",
|
| 367 |
+
}
|
| 368 |
+
history = history or []
|
| 369 |
+
history.append({"role": "user", "content": message})
|
| 370 |
+
history.append(new_message)
|
| 371 |
+
yield history
|
| 372 |
+
return
|
| 373 |
|
| 374 |
+
history = history or []
|
| 375 |
+
user_message = f'<div class="user-message">{message}</div>'
|
| 376 |
+
history.append({"role": "user", "content": user_message})
|
| 377 |
+
history.append({"role": "assistant", "content": '<div class="assistant-message">'})
|
| 378 |
|
| 379 |
+
# Add context about selected files
|
|
|
|
| 380 |
file_context = ""
|
| 381 |
if selected_files:
|
| 382 |
file_context = "\n\nFile yang dipilih:\n"
|
| 383 |
for file in selected_files:
|
| 384 |
content = analyzer.repo_content.get(file, "")
|
| 385 |
+
if content:
|
| 386 |
file_context += f"\n{file}:\n```\n{content}\n```\n"
|
| 387 |
|
| 388 |
enhanced_message = f"{message}\n{file_context}"
|
|
|
|
| 389 |
full_response = ""
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 390 |
|
| 391 |
+
try:
|
| 392 |
+
if provider_choice == AIProvider.XAI:
|
| 393 |
+
async for chunk in analyzer.stream_xai_response(enhanced_message, xai_key, model_name):
|
| 394 |
+
full_response += chunk
|
| 395 |
+
formatted_response = format_response(full_response)
|
| 396 |
+
history[-1]["content"] = f'<div class="assistant-message">{formatted_response}</div>'
|
| 397 |
+
await asyncio.sleep(0.05)
|
| 398 |
+
yield history
|
| 399 |
+
|
| 400 |
+
elif provider_choice == AIProvider.GEMINI:
|
| 401 |
+
if not gemini_key and not DEFAULT_GEMINI_KEY:
|
| 402 |
+
error_msg = "⚠️ API Key Gemini diperlukan"
|
| 403 |
+
history[-1]["content"] = f'<div class="assistant-message">{error_msg}</div>'
|
| 404 |
+
yield history
|
| 405 |
+
return
|
| 406 |
+
|
| 407 |
+
async for chunk in analyzer.stream_gemini_response(enhanced_message, gemini_key or DEFAULT_GEMINI_KEY):
|
| 408 |
+
full_response += chunk
|
| 409 |
+
formatted_response = format_response(full_response)
|
| 410 |
+
history[-1]["content"] = f'<div class="assistant-message">{formatted_response}</div>'
|
| 411 |
+
await asyncio.sleep(0.05)
|
| 412 |
+
yield history
|
| 413 |
+
|
| 414 |
+
else: # OLLAMA
|
| 415 |
+
try:
|
| 416 |
+
response = analyze_with_ollama(model_name, enhanced_message)
|
| 417 |
+
words = response.split()
|
| 418 |
+
for i in range(len(words)):
|
| 419 |
+
full_response = " ".join(words[: i + 1])
|
| 420 |
+
formatted_response = format_response(full_response)
|
| 421 |
+
history[-1]["content"] = f'<div class="assistant-message">{formatted_response}</div>'
|
| 422 |
+
await asyncio.sleep(0.05)
|
| 423 |
+
yield history
|
| 424 |
+
except Exception as e:
|
| 425 |
+
error_msg = f"⚠️ Error dengan Ollama: {str(e)}\nPastikan:\n1. Ollama berjalan di {OLLAMA_API}\n2. Model {model_name} sudah diinstall"
|
| 426 |
+
history[-1]["content"] = f'<div class="assistant-message">{error_msg}</div>'
|
| 427 |
+
yield history
|
| 428 |
+
|
| 429 |
+
except Exception as e:
|
| 430 |
+
error_msg = f"⚠️ Error saat streaming response: {str(e)}"
|
| 431 |
+
history[-1]["content"] = f'<div class="assistant-message">{error_msg}</div>'
|
| 432 |
+
yield history
|
| 433 |
|
| 434 |
except Exception as e:
|
| 435 |
+
error_msg = f"⚠️ Error umum: {str(e)}"
|
| 436 |
+
history[-1]["content"] = f'<div class="assistant-message">{error_msg}</div>'
|
| 437 |
yield history
|
| 438 |
|
| 439 |
|
| 440 |
+
def format_response(text):
|
| 441 |
+
"""Format response text with code blocks"""
|
| 442 |
+
import re
|
| 443 |
+
import uuid
|
| 444 |
+
|
| 445 |
+
# Replace code blocks with styled versions
|
| 446 |
+
def replace_code_block(match):
|
| 447 |
+
language = match.group(1) or ""
|
| 448 |
+
code = match.group(2)
|
| 449 |
+
block_id = f"code-block-{uuid.uuid4().hex[:8]}"
|
| 450 |
+
|
| 451 |
+
return f'''
|
| 452 |
+
<div class="code-block">
|
| 453 |
+
<div class="code-header">
|
| 454 |
+
<span class="code-title">{language}</span>
|
| 455 |
+
<button class="code-copy-btn" id="{block_id}-btn" onclick="copyCode('{block_id}')">Copy</button>
|
| 456 |
+
</div>
|
| 457 |
+
<pre class="code-content" id="{block_id}">{code}</pre>
|
| 458 |
+
</div>
|
| 459 |
+
'''
|
| 460 |
+
|
| 461 |
+
# Replace ```language\ncode``` blocks
|
| 462 |
+
text = re.sub(r"```(\w+)?\n(.*?)```", replace_code_block, text, flags=re.DOTALL)
|
| 463 |
+
|
| 464 |
+
# Replace inline code
|
| 465 |
+
text = re.sub(r"`([^`]+)`", r"<code>\1</code>", text)
|
| 466 |
+
|
| 467 |
+
return text
|
| 468 |
+
|
| 469 |
+
|
| 470 |
+
def clear_all():
|
| 471 |
+
"""Clear semua input dan status"""
|
| 472 |
+
return (
|
| 473 |
+
"", # repo_url
|
| 474 |
+
"", # github_token
|
| 475 |
+
"", # branch
|
| 476 |
+
"", # clone_status
|
| 477 |
+
[], # chat_history
|
| 478 |
+
[], # file_selector
|
| 479 |
+
"<div class='file-list'>Belum ada file yang dipilih</div>", # file_list
|
| 480 |
+
"", # xai_key
|
| 481 |
+
"", # gemini_key
|
| 482 |
+
"grok-2-latest", # model_dropdown default value
|
| 483 |
+
)
|
| 484 |
+
|
| 485 |
+
|
| 486 |
def create_ui():
|
|
|
|
| 487 |
global analyzer
|
| 488 |
+
current_time = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
|
| 489 |
|
| 490 |
with gr.Blocks(title="Open Repo AI", theme=gr.themes.Soft()) as app:
|
| 491 |
# CSS Styling
|
| 492 |
gr.Markdown("""
|
| 493 |
<style>
|
| 494 |
+
/* General Styles */
|
| 495 |
.container { max-width: 100% !important; padding: 1rem; }
|
| 496 |
.mobile-full { width: 100% !important; }
|
| 497 |
+
|
| 498 |
+
/* Header Styles */
|
| 499 |
+
.header-info {
|
| 500 |
+
display: flex;
|
| 501 |
+
justify-content: space-between;
|
| 502 |
+
padding: 10px;
|
| 503 |
background: #f8f9fa;
|
| 504 |
+
border-radius: 4px;
|
|
|
|
| 505 |
margin: 10px 0;
|
| 506 |
+
font-family: monospace;
|
| 507 |
}
|
| 508 |
+
.timestamp, .user-info {
|
| 509 |
+
padding: 5px 10px;
|
| 510 |
+
background: #fff;
|
| 511 |
+
border-radius: 4px;
|
| 512 |
+
border: 1px solid #e9ecef;
|
| 513 |
+
}
|
| 514 |
+
|
| 515 |
+
/* File List Styles */
|
| 516 |
+
.file-list {
|
| 517 |
+
margin: 10px 0;
|
| 518 |
+
padding: 10px;
|
| 519 |
+
border: 1px solid #ddd;
|
| 520 |
+
border-radius: 4px;
|
| 521 |
}
|
| 522 |
+
.file-item {
|
| 523 |
+
display: flex;
|
| 524 |
+
justify-content: space-between;
|
| 525 |
+
padding: 5px 0;
|
|
|
|
| 526 |
}
|
| 527 |
+
|
| 528 |
+
/* Collapsible Sections */
|
| 529 |
+
details {
|
| 530 |
margin: 10px 0;
|
| 531 |
+
border: 1px solid #e9ecef;
|
| 532 |
+
border-radius: 8px;
|
| 533 |
+
overflow: hidden;
|
| 534 |
}
|
| 535 |
+
summary {
|
| 536 |
+
padding: 15px;
|
| 537 |
+
background: #f8f9fa;
|
| 538 |
+
cursor: pointer;
|
| 539 |
+
font-weight: 600;
|
| 540 |
+
display: flex;
|
| 541 |
+
align-items: center;
|
| 542 |
+
transition: background-color 0.3s;
|
| 543 |
}
|
| 544 |
+
summary:hover {
|
| 545 |
background: #e9ecef;
|
| 546 |
+
}
|
| 547 |
+
.help-content {
|
| 548 |
+
padding: 15px;
|
| 549 |
+
background: white;
|
| 550 |
+
}
|
| 551 |
+
|
| 552 |
+
/* Example Sections */
|
| 553 |
+
.examples-wrapper {
|
| 554 |
+
margin: 20px 0;
|
| 555 |
+
}
|
| 556 |
+
.example-section {
|
| 557 |
+
margin: 10px 0;
|
| 558 |
+
}
|
| 559 |
+
.example-content {
|
| 560 |
+
padding: 15px;
|
| 561 |
+
background: white;
|
| 562 |
+
}
|
| 563 |
+
.example-btn {
|
| 564 |
+
width: 100%;
|
| 565 |
+
text-align: left;
|
| 566 |
+
padding: 8px 12px;
|
| 567 |
+
background: #f8f9fa;
|
| 568 |
+
border: 1px solid #e9ecef;
|
| 569 |
border-radius: 4px;
|
| 570 |
+
cursor: pointer;
|
| 571 |
+
transition: all 0.3s;
|
| 572 |
}
|
| 573 |
+
.example-btn:hover {
|
| 574 |
+
background: #e9ecef;
|
| 575 |
+
border-color: #dee2e6;
|
| 576 |
+
}
|
| 577 |
+
|
| 578 |
+
/* Chat Message Styling */
|
| 579 |
+
.message-wrap {
|
| 580 |
+
display: flex;
|
| 581 |
+
flex-direction: column;
|
| 582 |
+
gap: 1rem;
|
| 583 |
+
}
|
| 584 |
+
.user-message, .assistant-message {
|
| 585 |
+
padding: 1rem;
|
| 586 |
+
border-radius: 8px;
|
| 587 |
+
max-width: 90%;
|
| 588 |
+
}
|
| 589 |
+
.user-message {
|
| 590 |
+
align-self: flex-end;
|
| 591 |
+
background: #007AFF;
|
| 592 |
+
color: white;
|
| 593 |
+
}
|
| 594 |
+
.assistant-message {
|
| 595 |
+
align-self: flex-start;
|
| 596 |
+
background: #f8f9fa;
|
| 597 |
+
border: 1px solid #e9ecef;
|
| 598 |
+
}
|
| 599 |
+
|
| 600 |
+
/* Code Block Styling */
|
| 601 |
+
.code-block {
|
| 602 |
+
position: relative;
|
| 603 |
+
margin: 1rem 0;
|
| 604 |
+
border-radius: 8px;
|
| 605 |
+
overflow: hidden;
|
| 606 |
+
border: 1px solid #e9ecef;
|
| 607 |
+
}
|
| 608 |
+
.code-header {
|
| 609 |
+
display: flex;
|
| 610 |
+
justify-content: space-between;
|
| 611 |
+
align-items: center;
|
| 612 |
+
padding: 0.5rem 1rem;
|
| 613 |
+
background: #f8f9fa;
|
| 614 |
+
border-bottom: 1px solid #e9ecef;
|
| 615 |
+
}
|
| 616 |
+
.code-title {
|
| 617 |
+
font-family: monospace;
|
| 618 |
font-weight: bold;
|
| 619 |
+
color: #495057;
|
| 620 |
}
|
| 621 |
+
.code-copy-btn {
|
| 622 |
+
padding: 4px 8px;
|
| 623 |
+
font-size: 12px;
|
| 624 |
+
color: #6c757d;
|
| 625 |
+
background: white;
|
| 626 |
+
border: 1px solid #ced4da;
|
| 627 |
+
border-radius: 4px;
|
| 628 |
+
cursor: pointer;
|
| 629 |
+
transition: all 0.2s;
|
| 630 |
+
}
|
| 631 |
+
.code-copy-btn:hover {
|
| 632 |
+
background: #e9ecef;
|
| 633 |
+
border-color: #adb5bd;
|
| 634 |
}
|
| 635 |
+
.code-content {
|
| 636 |
+
padding: 1rem;
|
| 637 |
+
background: #282a36;
|
| 638 |
+
color: #f8f8f2;
|
| 639 |
+
overflow-x: auto;
|
| 640 |
+
font-family: monospace;
|
| 641 |
+
}
|
| 642 |
+
|
| 643 |
+
/* Media Queries */
|
| 644 |
@media (max-width: 768px) {
|
| 645 |
.gr-form { flex-direction: column !important; }
|
| 646 |
.gr-group { margin: 0.5rem 0 !important; }
|
| 647 |
}
|
| 648 |
+
.clear-button {
|
| 649 |
+
background: #dc3545 !important;
|
| 650 |
+
color: white !important;
|
| 651 |
+
border: none !important;
|
| 652 |
+
padding: 0.5rem 1rem !important;
|
| 653 |
+
border-radius: 4px !important;
|
| 654 |
+
cursor: pointer !important;
|
| 655 |
+
transition: background-color 0.2s !important;
|
| 656 |
+
}
|
| 657 |
+
|
| 658 |
+
.clear-button:hover {
|
| 659 |
+
background: #c82333 !important;
|
| 660 |
+
}
|
| 661 |
+
|
| 662 |
+
/* Button Container */
|
| 663 |
+
.button-container {
|
| 664 |
+
display: flex;
|
| 665 |
+
gap: 10px;
|
| 666 |
+
margin-top: 10px;
|
| 667 |
+
}
|
| 668 |
+
|
| 669 |
+
.button-container button {
|
| 670 |
+
flex: 1;
|
| 671 |
+
}
|
| 672 |
</style>
|
| 673 |
+
|
| 674 |
+
<script>
|
| 675 |
+
function copyCode(blockId) {
|
| 676 |
+
const codeBlock = document.getElementById(blockId);
|
| 677 |
+
const code = codeBlock.innerText;
|
| 678 |
+
navigator.clipboard.writeText(code).then(() => {
|
| 679 |
+
const btn = document.querySelector(`#${blockId}-btn`);
|
| 680 |
+
btn.innerText = 'Copied!';
|
| 681 |
+
setTimeout(() => {
|
| 682 |
+
btn.innerText = 'Copy';
|
| 683 |
+
}, 2000);
|
| 684 |
+
});
|
| 685 |
+
}
|
| 686 |
+
|
| 687 |
+
function setQuestion(text) {
|
| 688 |
+
const chatInput = document.querySelector('textarea[data-testid="textbox"]');
|
| 689 |
+
if (chatInput) {
|
| 690 |
+
chatInput.value = text;
|
| 691 |
+
chatInput.focus();
|
| 692 |
+
}
|
| 693 |
+
}
|
| 694 |
+
</script>
|
| 695 |
""")
|
| 696 |
|
| 697 |
# Header
|
| 698 |
with gr.Row(elem_classes="container"):
|
| 699 |
gr.Markdown(f"""
|
| 700 |
+
# AI Github Repository Chat
|
| 701 |
|
| 702 |
+
<div class="header-info">
|
| 703 |
+
<span class="timestamp">Current Date and Time (UTC - YYYY-MM-DD HH:MM:SS formatted): {current_time}</span>
|
| 704 |
+
</div>
|
| 705 |
""")
|
| 706 |
|
| 707 |
# Main Tabs Container
|
| 708 |
with gr.Tabs() as tabs:
|
| 709 |
# Configuration Tab
|
| 710 |
+
with gr.Tab("🛠️ Konfigurasi"):
|
| 711 |
provider = gr.Radio(
|
| 712 |
choices=[AIProvider.XAI, AIProvider.GEMINI, AIProvider.OLLAMA],
|
| 713 |
+
label="Penyedia AI",
|
| 714 |
value=AIProvider.XAI,
|
| 715 |
)
|
| 716 |
|
| 717 |
with gr.Group() as api_settings:
|
| 718 |
+
# X.AI API Key section
|
| 719 |
with gr.Row():
|
| 720 |
+
with gr.Column(scale=3):
|
| 721 |
+
xai_key = gr.Textbox(
|
| 722 |
+
label="X.AI (Grok) API Key",
|
| 723 |
+
type="password",
|
| 724 |
+
placeholder="Opsional - Klik (?) untuk info",
|
| 725 |
+
show_label=True,
|
| 726 |
+
)
|
| 727 |
with gr.Column(scale=1):
|
| 728 |
+
gr.Markdown("""
|
| 729 |
+
<details>
|
| 730 |
+
<summary>❓ Cara Mendapatkan X.AI API Key</summary>
|
| 731 |
+
<div class="help-content">
|
| 732 |
+
<ol>
|
| 733 |
+
<li>Kunjungi <a href="https://x.ai" target="_blank">X.AI Developer Portal</a></li>
|
| 734 |
+
<li>Daftar/Login ke akun Anda</li>
|
| 735 |
+
<li>Buat API Key baru</li>
|
| 736 |
+
<li>Salin API Key</li>
|
| 737 |
+
</ol>
|
| 738 |
+
<p><strong>Catatan:</strong></p>
|
| 739 |
+
<ul>
|
| 740 |
+
<li>Jika tidak diisi, akan menggunakan API key default</li>
|
| 741 |
+
<li>Masukkan API key Anda sendiri jika default mencapai limit</li>
|
| 742 |
+
</ul>
|
| 743 |
+
</div>
|
| 744 |
+
</details>
|
| 745 |
+
""")
|
| 746 |
+
|
| 747 |
+
# Gemini API Key section
|
| 748 |
with gr.Row():
|
| 749 |
+
with gr.Column(scale=3):
|
| 750 |
+
gemini_key = gr.Textbox(
|
| 751 |
+
label="Gemini API Key",
|
| 752 |
+
type="password",
|
| 753 |
+
placeholder="Opsional - Klik (?) untuk info",
|
| 754 |
+
show_label=True,
|
| 755 |
+
)
|
| 756 |
with gr.Column(scale=1):
|
| 757 |
+
gr.Markdown("""
|
| 758 |
+
<details>
|
| 759 |
+
<summary>❓ Cara Mendapatkan Gemini API Key</summary>
|
| 760 |
+
<div class="help-content">
|
| 761 |
+
<ol>
|
| 762 |
+
<li>Kunjungi <a href="https://makersuite.google.com/app/apikey" target="_blank">Google AI Studio</a></li>
|
| 763 |
+
<li>Login dengan akun Google Anda</li>
|
| 764 |
+
<li>Klik "Create API Key"</li>
|
| 765 |
+
<li>Salin API Key yang dihasilkan</li>
|
| 766 |
+
</ol>
|
| 767 |
+
<p><strong>Catatan:</strong></p>
|
| 768 |
+
<ul>
|
| 769 |
+
<li>Gemini memberikan kuota gratis setiap bulan</li>
|
| 770 |
+
<li>Key bisa dibuat ulang jika diperlukan</li>
|
| 771 |
+
<li>Monitor penggunaan di <a href="https://console.cloud.google.com/" target="_blank">Google Cloud Console</a></li>
|
| 772 |
+
</ul>
|
| 773 |
+
</div>
|
| 774 |
+
</details>
|
| 775 |
+
""")
|
| 776 |
|
| 777 |
with gr.Row():
|
| 778 |
model_dropdown = gr.Dropdown(
|
|
|
|
| 783 |
)
|
| 784 |
|
| 785 |
# Repository Analysis Tab
|
| 786 |
+
with gr.Tab("📊 Analisis Repository"):
|
| 787 |
with gr.Group():
|
| 788 |
+
# Repository URL input
|
| 789 |
with gr.Row():
|
| 790 |
repo_url = gr.Textbox(
|
| 791 |
label="URL Repository GitHub",
|
|
|
|
| 793 |
elem_classes="mobile-full",
|
| 794 |
)
|
| 795 |
|
| 796 |
+
# GitHub Token section
|
| 797 |
with gr.Row():
|
| 798 |
with gr.Column(scale=2):
|
| 799 |
github_token = gr.Textbox(
|
| 800 |
+
label="Token GitHub",
|
| 801 |
type="password",
|
| 802 |
+
placeholder="Klik (?) untuk panduan",
|
| 803 |
elem_classes="mobile-full",
|
| 804 |
)
|
| 805 |
+
gr.Markdown("""
|
| 806 |
+
<details>
|
| 807 |
+
<summary>❓ Cara Mendapatkan GitHub Token</summary>
|
| 808 |
+
<div class="help-content">
|
| 809 |
+
<ol>
|
| 810 |
+
<li>Kunjungi <a href="https://github.com/settings/tokens" target="_blank">GitHub Token Settings</a></li>
|
| 811 |
+
<li>Klik "Generate new token" > "Generate new token (classic)"</li>
|
| 812 |
+
<li>Beri nama token Anda di "Note"</li>
|
| 813 |
+
<li>Pilih scope:
|
| 814 |
+
<ul>
|
| 815 |
+
<li><code>repo</code> (untuk akses repository private)</li>
|
| 816 |
+
<li><code>read:packages</code> (opsional, untuk akses package)</li>
|
| 817 |
+
</ul>
|
| 818 |
+
</li>
|
| 819 |
+
<li>Klik "Generate token"</li>
|
| 820 |
+
<li><strong>PENTING:</strong> Salin token segera! Token hanya ditampilkan sekali</li>
|
| 821 |
+
</ol>
|
| 822 |
+
</div>
|
| 823 |
+
</details>
|
| 824 |
+
""")
|
| 825 |
with gr.Column(scale=1):
|
| 826 |
branch = gr.Textbox(
|
| 827 |
label="Branch (opsional)",
|
|
|
|
| 829 |
elem_classes="mobile-full",
|
| 830 |
)
|
| 831 |
|
| 832 |
+
# Clone Button and Status
|
| 833 |
clone_button = gr.Button(
|
| 834 |
+
"🔄 Clone Repository",
|
| 835 |
variant="primary",
|
| 836 |
elem_classes="mobile-full",
|
| 837 |
)
|
| 838 |
|
| 839 |
+
clone_status = gr.Markdown(value="", label="Status Repository", elem_classes="mobile-full")
|
|
|
|
|
|
|
| 840 |
|
| 841 |
# File Selection
|
| 842 |
with gr.Group():
|
|
|
|
| 858 |
)
|
| 859 |
|
| 860 |
# Examples Tab
|
| 861 |
+
with gr.Tab("💡 Examples"):
|
| 862 |
+
gr.Markdown("""
|
| 863 |
+
<style>
|
| 864 |
+
/* Styling untuk collapse */
|
| 865 |
+
.examples-container {
|
| 866 |
+
padding: 20px;
|
| 867 |
+
background: #fff;
|
| 868 |
+
border-radius: 8px;
|
| 869 |
+
}
|
| 870 |
+
|
| 871 |
+
.category-collapse {
|
| 872 |
+
margin-bottom: 15px;
|
| 873 |
+
border: 1px solid #e9ecef;
|
| 874 |
+
border-radius: 8px;
|
| 875 |
+
overflow: hidden;
|
| 876 |
+
}
|
| 877 |
+
|
| 878 |
+
.category-header {
|
| 879 |
+
padding: 15px;
|
| 880 |
+
background: #f8f9fa;
|
| 881 |
+
cursor: pointer;
|
| 882 |
+
user-select: none;
|
| 883 |
+
display: flex;
|
| 884 |
+
align-items: center;
|
| 885 |
+
justify-content: space-between;
|
| 886 |
+
transition: background-color 0.2s;
|
| 887 |
+
}
|
| 888 |
+
|
| 889 |
+
.category-header:hover {
|
| 890 |
+
background: #e9ecef;
|
| 891 |
+
}
|
| 892 |
+
|
| 893 |
+
.category-content {
|
| 894 |
+
padding: 15px;
|
| 895 |
+
display: none;
|
| 896 |
+
border-top: 1px solid #e9ecef;
|
| 897 |
+
}
|
| 898 |
+
|
| 899 |
+
.category-collapse.active .category-content {
|
| 900 |
+
display: block;
|
| 901 |
+
animation: slideDown 0.3s ease-out;
|
| 902 |
+
}
|
| 903 |
+
|
| 904 |
+
.category-header::after {
|
| 905 |
+
content: '▼';
|
| 906 |
+
font-size: 12px;
|
| 907 |
+
transition: transform 0.3s;
|
| 908 |
+
}
|
| 909 |
+
|
| 910 |
+
.category-collapse.active .category-header::after {
|
| 911 |
+
transform: rotate(180deg);
|
| 912 |
+
}
|
| 913 |
+
|
| 914 |
+
.example-button {
|
| 915 |
+
display: block;
|
| 916 |
+
width: 100%;
|
| 917 |
+
padding: 10px;
|
| 918 |
+
margin: 5px 0;
|
| 919 |
+
text-align: left;
|
| 920 |
+
background: #fff;
|
| 921 |
+
border: 1px solid #e9ecef;
|
| 922 |
+
border-radius: 4px;
|
| 923 |
+
cursor: pointer;
|
| 924 |
+
transition: all 0.2s;
|
| 925 |
+
}
|
| 926 |
+
|
| 927 |
+
.example-button:hover {
|
| 928 |
+
background: #f8f9fa;
|
| 929 |
+
border-color: #dee2e6;
|
| 930 |
+
}
|
| 931 |
+
|
| 932 |
+
@keyframes slideDown {
|
| 933 |
+
from {
|
| 934 |
+
opacity: 0;
|
| 935 |
+
transform: translateY(-10px);
|
| 936 |
+
}
|
| 937 |
+
to {
|
| 938 |
+
opacity: 1;
|
| 939 |
+
transform: translateY(0);
|
| 940 |
+
}
|
| 941 |
+
}
|
| 942 |
+
</style>
|
| 943 |
+
|
| 944 |
+
<div class="examples-container">
|
| 945 |
+
<h3>🎯 Contoh Pertanyaan</h3>
|
| 946 |
+
<p>Klik pada kategori untuk melihat contoh pertanyaan yang bisa diajukan</p>
|
| 947 |
+
|
| 948 |
+
<div class="category-collapse">
|
| 949 |
+
<div class="category-header">
|
| 950 |
+
🔍 Analisis Kode
|
| 951 |
+
</div>
|
| 952 |
+
<div class="category-content">
|
| 953 |
+
<button class="example-button" onclick="setQuestion('Jelaskan logika dan alur dari kode ini')">
|
| 954 |
+
Jelaskan logika dari kode
|
| 955 |
+
</button>
|
| 956 |
+
<button class="example-button" onclick="setQuestion('Bagaimana cara mengoptimalkan performa kode ini?')">
|
| 957 |
+
Optimasi performa
|
| 958 |
+
</button>
|
| 959 |
+
<button class="example-button" onclick="setQuestion('Apakah ada potential bugs yang perlu diperbaiki?')">
|
| 960 |
+
Cek potential bugs
|
| 961 |
+
</button>
|
| 962 |
+
</div>
|
| 963 |
+
</div>
|
| 964 |
+
|
| 965 |
+
<div class="category-collapse">
|
| 966 |
+
<div class="category-header">
|
| 967 |
+
📚 Best Practices
|
| 968 |
+
</div>
|
| 969 |
+
<div class="category-content">
|
| 970 |
+
<button class="example-button" onclick="setQuestion('Apa saja best practices yang bisa diterapkan di kode ini?')">
|
| 971 |
+
Saran best practices
|
| 972 |
+
</button>
|
| 973 |
+
<button class="example-button" onclick="setQuestion('Bagaimana cara meningkatkan maintainability kode ini?')">
|
| 974 |
+
Improve maintainability
|
| 975 |
+
</button>
|
| 976 |
+
<button class="example-button" onclick="setQuestion('Berikan saran untuk meningkatkan code quality')">
|
| 977 |
+
Improve code quality
|
| 978 |
+
</button>
|
| 979 |
+
</div>
|
| 980 |
+
</div>
|
| 981 |
+
|
| 982 |
+
<div class="category-collapse">
|
| 983 |
+
<div class="category-header">
|
| 984 |
+
🧪 Testing
|
| 985 |
+
</div>
|
| 986 |
+
<div class="category-content">
|
| 987 |
+
<button class="example-button" onclick="setQuestion('Buatkan unit test untuk fungsi ini')">
|
| 988 |
+
Generate unit tests
|
| 989 |
+
</button>
|
| 990 |
+
<button class="example-button" onclick="setQuestion('Bagaimana cara test error handling yang baik?')">
|
| 991 |
+
Test error handling
|
| 992 |
+
</button>
|
| 993 |
+
<button class="example-button" onclick="setQuestion('Berikan saran untuk meningkatkan test coverage')">
|
| 994 |
+
Improve test coverage
|
| 995 |
+
</button>
|
| 996 |
+
</div>
|
| 997 |
+
</div>
|
| 998 |
+
|
| 999 |
+
<div class="category-collapse">
|
| 1000 |
+
<div class="category-header">
|
| 1001 |
+
📝 Dokumentasi
|
| 1002 |
+
</div>
|
| 1003 |
+
<div class="category-content">
|
| 1004 |
+
<button class="example-button" onclick="setQuestion('Buatkan dokumentasi untuk fungsi-fungsi utama')">
|
| 1005 |
+
Generate documentation
|
| 1006 |
+
</button>
|
| 1007 |
+
<button class="example-button" onclick="setQuestion('Buat README.md untuk project ini')">
|
| 1008 |
+
Create README.md
|
| 1009 |
+
</button>
|
| 1010 |
+
<button class="example-button" onclick="setQuestion('Jelaskan cara penggunaan library/framework')">
|
| 1011 |
+
Usage guide
|
| 1012 |
+
</button>
|
| 1013 |
+
</div>
|
| 1014 |
+
</div>
|
| 1015 |
+
</div>
|
| 1016 |
+
|
| 1017 |
+
<script>
|
| 1018 |
+
document.addEventListener('DOMContentLoaded', function() {
|
| 1019 |
+
// Handle collapse functionality
|
| 1020 |
+
const categories = document.querySelectorAll('.category-collapse');
|
| 1021 |
+
|
| 1022 |
+
categories.forEach(category => {
|
| 1023 |
+
const header = category.querySelector('.category-header');
|
| 1024 |
+
|
| 1025 |
+
header.addEventListener('click', () => {
|
| 1026 |
+
const isActive = category.classList.contains('active');
|
| 1027 |
+
|
| 1028 |
+
// Close all categories
|
| 1029 |
+
categories.forEach(c => c.classList.remove('active'));
|
| 1030 |
+
|
| 1031 |
+
// If clicked category wasn't active, open it
|
| 1032 |
+
if (!isActive) {
|
| 1033 |
+
category.classList.add('active');
|
| 1034 |
+
}
|
| 1035 |
+
});
|
| 1036 |
+
});
|
| 1037 |
+
});
|
| 1038 |
+
|
| 1039 |
+
// Function to set question in chat input
|
| 1040 |
+
function setQuestion(text) {
|
| 1041 |
+
const chatInput = document.querySelector('textarea[data-testid="textbox"]');
|
| 1042 |
+
if (chatInput) {
|
| 1043 |
+
chatInput.value = text;
|
| 1044 |
+
chatInput.focus();
|
| 1045 |
+
}
|
| 1046 |
+
}
|
| 1047 |
+
</script>
|
| 1048 |
+
""")
|
| 1049 |
|
| 1050 |
# Chat Interface (outside tabs)
|
| 1051 |
with gr.Group():
|
| 1052 |
chat_history = gr.Chatbot(
|
| 1053 |
+
label="📝 Riwayat Chat",
|
| 1054 |
+
height=500,
|
| 1055 |
show_label=True,
|
| 1056 |
type="messages",
|
| 1057 |
elem_classes="mobile-full",
|
|
|
|
| 1059 |
|
| 1060 |
with gr.Row():
|
| 1061 |
chat_input = gr.Textbox(
|
| 1062 |
+
label="💭 Tanyakan tentang Repository",
|
| 1063 |
+
placeholder="Ketik pertanyaan Anda di sini...",
|
| 1064 |
lines=3,
|
| 1065 |
elem_classes="mobile-full",
|
| 1066 |
)
|
| 1067 |
+
with gr.Column(scale=1):
|
| 1068 |
+
send_button = gr.Button("📤 Kirim", variant="primary")
|
| 1069 |
+
clear_button = gr.Button("🧹 Bersihkan Semua", variant="secondary")
|
| 1070 |
|
| 1071 |
# Event Handlers
|
| 1072 |
def handle_clone(repo_url, github_token, branch):
|
| 1073 |
if not repo_url:
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| 1074 |
return (
|
| 1075 |
+
"⚠️ URL repository diperlukan!",
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| 1076 |
gr.Dropdown(choices=[]),
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| 1077 |
"<div class='file-list'>Belum ada file yang dipilih</div>",
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| 1078 |
)
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| 1103 |
html += "</div>"
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| 1104 |
return html
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| 1106 |
def clear_chat_history():
|
| 1107 |
return []
|
| 1108 |
|
| 1109 |
+
def update_model_list(provider_choice, api_key=None):
|
| 1110 |
+
try:
|
| 1111 |
+
models, error = asyncio.run(get_available_models(provider_choice, api_key))
|
| 1112 |
+
if error:
|
| 1113 |
+
return gr.Dropdown(
|
| 1114 |
+
choices=models,
|
| 1115 |
+
value=models[0] if models else None,
|
| 1116 |
+
label=f"Model AI ({error})",
|
| 1117 |
+
)
|
| 1118 |
+
return gr.Dropdown(
|
| 1119 |
+
choices=models,
|
| 1120 |
+
value=models[0] if models else None,
|
| 1121 |
+
label="Model AI",
|
| 1122 |
+
)
|
| 1123 |
+
except Exception as e:
|
| 1124 |
+
return gr.Dropdown(
|
| 1125 |
+
choices=["grok-2-latest"] if provider_choice == AIProvider.XAI else ["gemini-pro"],
|
| 1126 |
+
value="grok-2-latest" if provider_choice == AIProvider.XAI else "gemini-pro",
|
| 1127 |
+
label=f"Model AI (Error: {str(e)})",
|
| 1128 |
+
)
|
| 1129 |
|
| 1130 |
# Connect Events
|
| 1131 |
+
provider.change(fn=update_model_list, inputs=[provider, xai_key], outputs=[model_dropdown])
|
| 1132 |
+
|
| 1133 |
+
xai_key.change(
|
| 1134 |
+
fn=lambda p, k: update_model_list(p, k) if p == AIProvider.XAI else None,
|
| 1135 |
+
inputs=[provider, xai_key],
|
| 1136 |
+
outputs=[model_dropdown],
|
| 1137 |
+
)
|
| 1138 |
+
|
| 1139 |
+
gemini_key.change(
|
| 1140 |
+
fn=lambda p, k: update_model_list(p, k) if p == AIProvider.GEMINI else None,
|
| 1141 |
+
inputs=[provider, gemini_key],
|
| 1142 |
+
outputs=[model_dropdown],
|
| 1143 |
)
|
| 1144 |
|
| 1145 |
clone_button.click(
|
|
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|
| 1148 |
outputs=[clone_status, file_selector, file_list],
|
| 1149 |
)
|
| 1150 |
|
| 1151 |
+
file_selector.change(fn=update_file_list, inputs=[file_selector], outputs=[file_list])
|
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|
| 1152 |
|
| 1153 |
+
clear_button = gr.Button("🧹 Bersihkan Semua", variant="secondary")
|
|
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|
| 1154 |
|
| 1155 |
# Chat events
|
| 1156 |
+
clear_button.click(
|
| 1157 |
+
fn=clear_all,
|
| 1158 |
+
outputs=[
|
| 1159 |
+
repo_url,
|
| 1160 |
+
github_token,
|
| 1161 |
+
branch,
|
| 1162 |
+
clone_status,
|
| 1163 |
+
chat_history,
|
| 1164 |
+
file_selector,
|
| 1165 |
+
file_list,
|
| 1166 |
+
xai_key,
|
| 1167 |
+
gemini_key,
|
| 1168 |
+
model_dropdown,
|
| 1169 |
+
],
|
| 1170 |
+
)
|
| 1171 |
|
| 1172 |
send_button.click(
|
| 1173 |
fn=handle_chat,
|
|
|
|
| 1203 |
|
| 1204 |
|
| 1205 |
if __name__ == "__main__":
|
| 1206 |
+
print("""
|
| 1207 |
+
🚀 Starting Repository Chat Analysis
|
| 1208 |
+
====================================
|
| 1209 |
""")
|
| 1210 |
|
| 1211 |
app = create_ui()
|
| 1212 |
+
app.launch(share=True, server_name="0.0.0.0", server_port=7860, debug=True)
|