OpenRepoAI / app.py
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import gradio as gr
import os
import time
from pathlib import Path
import subprocess
import requests
import json
from datetime import datetime
import textwrap
import google.generativeai as genai
import asyncio
from typing import Generator, AsyncGenerator, List
from openai import AsyncOpenAI
import dotenv
# Load environment variables
dotenv.load_dotenv()
# Metadata# Metadata
CURRENT_TIME = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
CURRENT_USER = os.getenv("USER", "ErRickow")
# Default API Keys (fallback if user doesn't provide their own)
DEFAULT_XAI_KEY = os.getenv(
"XAI_API_KEY",
"xai-vfjhklL384Z4HKdItsZomqpFlXubTZJAFnISQUpV7dE8lRnWwYBVPSCxSTlu08wDbAcv720bx2dDiQ9x",
)
DEFAULT_GEMINI_KEY = os.getenv("GEMINI_API_KEY")
GEMINI_BASE_URL = "https://generativelanguage.googleapis.com/v1beta/openai/"
# API settings
OLLAMA_API = os.environ.get("OLLAMA_API", "http://localhost:11434")
XAI_BASE_URL = "https://api.x.ai/v1"
# Model lists
OLLAMA_MODELS = [
"llama2",
"codellama",
"mistral",
"neural-chat",
"starling-lm",
"dolphin-phi",
"phi",
"orca-mini",
]
XAI_MODELS = [
"grok-2-latest",
"grok-1",
]
GEMINI_MODELS = [
"gemini-1.5-mini",
"gemini-pro-vision",
]
# Help texts
GITHUB_TOKEN_HELP = """
### Cara Mendapatkan GitHub Token:
1. Kunjungi [GitHub Token Settings](https://github.com/settings/tokens)
2. Klik "Generate new token" > "Generate new token (classic)"
3. Beri nama token Anda di "Note"
4. Pilih scope:
- `repo` (untuk akses repository private)
- `read:packages` (opsional, untuk akses package)
5. Klik "Generate token"
6. **PENTING**: Salin token segera! Token hanya ditampilkan sekali
Token diperlukan untuk:
- Mengakses repository private
- Clone repository dengan rate limit lebih tinggi
- Mengakses fitur GitHub API
"""
GEMINI_API_HELP = """
### Cara Mendapatkan Gemini API Key:
1. Kunjungi [Google AI Studio](https://makersuite.google.com/app/apikey)
2. Login dengan akun Google Anda
3. Klik "Create API Key"
4. Salin API Key yang dihasilkan
Catatan:
- Gemini memberikan kuota gratis setiap bulan
- Key bisa dibuat ulang jika diperlukan
- Monitor penggunaan di [Google Cloud Console](https://console.cloud.google.com/)
"""
OLLAMA_HELP = """
### Cara Menggunakan Ollama:
1. Install Ollama dari [ollama.ai](https://ollama.ai)
2. Jalankan Ollama di komputer Anda
3. Pastikan Ollama berjalan di http://localhost:11434
Catatan:
- Ollama berjalan secara lokal di komputer Anda
- Tidak memerlukan API key
- Ideal untuk privasi dan penggunaan offline
"""
XAI_API_HELP = """
### Cara Mendapatkan X.AI (Grok) API Key:
1. Kunjungi [X.AI Developer Portal](https://x.ai)
2. Daftar/Login ke akun Anda
3. Buat API Key baru
4. Salin API Key
Note:
- Jika tidak diisi, akan menggunakan API key default
- Masukkan API key Anda sendiri jika default mencapai limit
"""
async def get_available_models(provider: str, api_key: str = None) -> List[str]:
"""Mendapatkan daftar model yang tersedia dari API."""
try:
if provider == AIProvider.XAI:
if not api_key and not DEFAULT_XAI_KEY:
return ["grok-2-latest"], "⚠️ API Key diperlukan untuk mendapatkan daftar model lengkap"
client = AsyncOpenAI(api_key=api_key or DEFAULT_XAI_KEY, base_url=XAI_BASE_URL)
models = await client.models.list()
available_models = [m.id for m in models.data if "grok" in m.id.lower()]
return available_models, None
elif provider == AIProvider.GEMINI:
if not api_key and not DEFAULT_GEMINI_KEY:
return ["gemini-pro"], "⚠️ API Key diperlukan untuk mendapatkan daftar model lengkap"
genai.configure(api_key=api_key or DEFAULT_GEMINI_KEY)
models = [m.name for m in genai.list_models() if "gemini" in m.name.lower()]
return models, None
else: # OLLAMA
try:
response = requests.get(f"{OLLAMA_API}/api/tags")
if response.status_code == 200:
models = [m["name"] for m in response.json()["models"]]
return models, None
return ["llama2"], f"⚠️ Error mengakses Ollama API: {response.status_code}"
except Exception as e:
return ["llama2"], f"⚠️ Error connecting to Ollama: {str(e)}"
except Exception as e:
return [], f"⚠️ Error mendapatkan daftar model: {str(e)}"
class AIProvider:
OLLAMA = "ollama"
GEMINI = "gemini"
XAI = "xai"
class RepoAnalyzer:
def __init__(self):
self.current_repo = None
self.repo_content = {}
self.chat_history = []
async def stream_gemini_response(
self, prompt: str, api_key: str = None, model: str = "gemini-pro"
) -> AsyncGenerator[str, None]:
"""Stream response dari Gemini API menggunakan OpenAI client"""
try:
actual_key = api_key if api_key else DEFAULT_GEMINI_KEY
if not actual_key:
yield "⚠️ API Key Gemini diperlukan. Klik icon bantuan (?) untuk panduan mendapatkan key."
return
# Gunakan OpenAI client untuk Gemini
client = AsyncOpenAI(api_key=actual_key, base_url=GEMINI_BASE_URL)
# Tambahkan konteks repository jika ada
messages = [
{
"role": "system",
"content": "Anda adalah asisten AI yang membantu menganalisis repository code. Berikan respons dalam Bahasa Indonesia.",
}
]
if self.current_repo:
context = f"Repository: {self.current_repo}\n\n"
repo_files = "\n".join(list(self.repo_content.keys()))
context += f"Files in repository:\n{repo_files}\n\n"
prompt = context + prompt
messages.append({"role": "user", "content": prompt})
try:
stream = await client.chat.completions.create(
model=model,
messages=messages,
stream=True,
temperature=0.7,
top_p=0.8,
max_tokens=4096,
)
async for chunk in stream:
if chunk.choices[0].delta.content:
yield chunk.choices[0].delta.content
except Exception as e:
if "model not found" in str(e).lower():
yield f"⚠️ Model {model} tidak tersedia di Gemini API"
elif "rate limit" in str(e).lower():
yield "⚠️ Rate limit tercapai. Coba lagi nanti atau gunakan API key yang berbeda."
else:
yield f"⚠️ Error saat streaming dari Gemini: {str(e)}"
return
except Exception as e:
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"
print(error_msg)
yield error_msg
async def stream_xai_response(
self, prompt: str, api_key: str = None, model: str = "grok-2-latest"
) -> AsyncGenerator[str, None]:
"""Stream response dari X.AI (Grok) API dengan support berbagai model"""
try:
actual_key = api_key if api_key else DEFAULT_XAI_KEY
if not actual_key:
yield "⚠️ API Key X.AI diperlukan. Gunakan key Anda sendiri atau tunggu reset limit default key."
return
client = AsyncOpenAI(api_key=actual_key, base_url=XAI_BASE_URL)
# Verifikasi model support
try:
model_info = await client.models.retrieve(model)
if not any(c.type == "chat" for c in model_info.capabilities):
yield f"⚠️ Model {model} tidak mendukung chat completion"
return
except Exception as e:
yield f"⚠️ Error verifikasi model {model}: {str(e)}"
return
try:
stream = await client.chat.completions.create(
model=model,
messages=[
{
"role": "system",
"content": "Anda adalah asisten AI yang membantu menganalisis repository code. Berikan respons dalam Bahasa Indonesia.",
},
{"role": "user", "content": prompt},
],
stream=True,
)
except Exception as e:
yield f"⚠️ Error streaming dari model {model}: {str(e)}"
return
async for chunk in stream:
if chunk.choices[0].delta.content:
yield chunk.choices[0].delta.content
except Exception as e:
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"
def clone_repository(self, repo_url: str, github_token: str, branch: str = None) -> tuple[bool, str]:
"""Clone repository GitHub dengan autentikasi"""
if not repo_url:
return False, "⚠️ URL repository diperlukan"
repo_name = repo_url.split("/")[-1].replace(".git", "")
if os.path.exists(repo_name):
subprocess.run(["rm", "-rf", repo_name], check=True)
try:
owner_repo = "/".join(repo_url.split("/")[-2:])
# Cek apakah repository private
headers = {"Authorization": f"token {github_token}"} if github_token else {}
repo_check = requests.get(f"https://api.github.com/repos/{owner_repo}", headers=headers)
if repo_check.status_code == 404:
return False, "⚠️ Repository tidak ditemukan. Periksa URL repository."
elif repo_check.status_code == 401:
return (
False,
"⚠️ Token GitHub tidak valid. Klik icon bantuan (?) untuk panduan mendapatkan token.",
)
elif repo_check.status_code == 403 and repo_check.json().get("private", False):
return (
False,
"⚠️ Ini adalah repository private. Token GitHub dengan akses 'repo' diperlukan.",
)
auth_url = (
f"https://{github_token}@github.com/{owner_repo}"
if github_token
else f"https://github.com/{owner_repo}"
)
cmd = ["git", "clone"]
if branch:
cmd.extend(["--branch", branch])
cmd.append(auth_url)
process = subprocess.run(
cmd,
capture_output=True,
text=True,
env=dict(os.environ, GIT_ASKPASS="echo", GIT_TERMINAL_PROMPT="0"),
)
if process.returncode == 0:
self.current_repo = repo_name
# Scan dan simpan konten repository
file_count = 0
for file_path in Path(repo_name).rglob("*"):
if file_path.is_file() and ".git" not in str(file_path):
success, content = self.read_file_safely(str(file_path))
if success:
self.repo_content[str(file_path)] = content
file_count += 1
return (
True,
f"✅ Repository berhasil di-clone!\n\nNama: {repo_name}\nJumlah file: {file_count}\n\nAnda sekarang bisa mengajukan pertanyaan tentang repository ini.",
)
else:
return False, f"⚠️ Gagal clone repository:\n{process.stderr}"
except Exception as e:
return False, f"⚠️ Error: {str(e)}"
def read_file_safely(self, file_path: str) -> tuple[bool, str]:
"""Baca file dengan aman menggunakan berbagai encoding"""
encodings = ["utf-8", "latin-1", "cp1252"]
for encoding in encodings:
try:
with open(file_path, "r", encoding=encoding) as f:
content = f.read()
return True, content
except Exception as e:
continue
return False, "Tidak dapat membaca file dengan encoding yang didukung"
analyzer = RepoAnalyzer()
async def handle_chat(
message,
history,
provider_choice,
model_name,
xai_key,
gemini_key,
selected_files,
analyzer=analyzer,
):
"""Menangani interaksi chat dengan model AI"""
try:
if not analyzer.current_repo:
new_message = {
"role": "assistant",
"content": "⚠️ Mohon clone repository terlebih dahulu sebelum mengajukan pertanyaan.",
}
history = history or []
history.append({"role": "user", "content": message})
history.append(new_message)
yield history
return
history = history or []
user_message = f'<div class="user-message">{message}</div>'
history.append({"role": "user", "content": user_message})
history.append({"role": "assistant", "content": '<div class="assistant-message">'})
# Add context about selected files
file_context = ""
if selected_files:
file_context = "\n\nFile yang dipilih:\n"
for file in selected_files:
content = analyzer.repo_content.get(file, "")
if content:
file_context += f"\n{file}:\n```\n{content}\n```\n"
enhanced_message = f"{message}\n{file_context}"
full_response = ""
try:
if provider_choice == AIProvider.XAI:
async for chunk in analyzer.stream_xai_response(enhanced_message, xai_key, model_name):
full_response += chunk
formatted_response = format_response(full_response)
history[-1]["content"] = f'<div class="assistant-message">{formatted_response}</div>'
await asyncio.sleep(0.05)
yield history
elif provider_choice == AIProvider.GEMINI:
if not gemini_key and not DEFAULT_GEMINI_KEY:
error_msg = "⚠️ API Key Gemini diperlukan"
history[-1]["content"] = f'<div class="assistant-message">{error_msg}</div>'
yield history
return
async for chunk in analyzer.stream_gemini_response(enhanced_message, gemini_key or DEFAULT_GEMINI_KEY):
full_response += chunk
formatted_response = format_response(full_response)
history[-1]["content"] = f'<div class="assistant-message">{formatted_response}</div>'
await asyncio.sleep(0.05)
yield history
else: # OLLAMA
try:
response = analyze_with_ollama(model_name, enhanced_message)
words = response.split()
for i in range(len(words)):
full_response = " ".join(words[: i + 1])
formatted_response = format_response(full_response)
history[-1]["content"] = f'<div class="assistant-message">{formatted_response}</div>'
await asyncio.sleep(0.05)
yield history
except Exception as e:
error_msg = f"⚠️ Error dengan Ollama: {str(e)}\nPastikan:\n1. Ollama berjalan di {OLLAMA_API}\n2. Model {model_name} sudah diinstall"
history[-1]["content"] = f'<div class="assistant-message">{error_msg}</div>'
yield history
except Exception as e:
error_msg = f"⚠️ Error saat streaming response: {str(e)}"
history[-1]["content"] = f'<div class="assistant-message">{error_msg}</div>'
yield history
except Exception as e:
error_msg = f"⚠️ Error umum: {str(e)}"
history[-1]["content"] = f'<div class="assistant-message">{error_msg}</div>'
yield history
def format_response(text):
"""Format response text with code blocks"""
import re
import uuid
# Replace code blocks with styled versions
def replace_code_block(match):
language = match.group(1) or ""
code = match.group(2)
block_id = f"code-block-{uuid.uuid4().hex[:8]}"
return f'''
<div class="code-block">
<div class="code-header">
<span class="code-title">{language}</span>
<button class="code-copy-btn" id="{block_id}-btn" onclick="copyCode('{block_id}')">Copy</button>
</div>
<pre class="code-content" id="{block_id}">{code}</pre>
</div>
'''
# Replace ```language\ncode``` blocks
text = re.sub(r"```(\w+)?\n(.*?)```", replace_code_block, text, flags=re.DOTALL)
# Replace inline code
text = re.sub(r"`([^`]+)`", r"<code>\1</code>", text)
return text
def clear_all():
"""Clear semua input dan status"""
return (
"", # repo_url
"", # github_token
"", # branch
"", # clone_status
[], # chat_history
[], # file_selector
"<div class='file-list'>Belum ada file yang dipilih</div>", # file_list
"", # xai_key
"", # gemini_key
"grok-2-latest", # model_dropdown default value
)
def create_ui():
global analyzer
current_time = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
with gr.Blocks(title="Open Repo AI", theme=gr.themes.Soft()) as app:
# CSS Styling
gr.Markdown("""
<style>
/* General Styles */
.container { max-width: 100% !important; padding: 1rem; }
.mobile-full { width: 100% !important; }
/* Header Styles */
.header-info {
display: flex;
justify-content: space-between;
padding: 10px;
background: #f8f9fa;
border-radius: 4px;
margin: 10px 0;
font-family: monospace;
}
.timestamp, .user-info {
padding: 5px 10px;
background: #fff;
border-radius: 4px;
border: 1px solid #e9ecef;
}
/* File List Styles */
.file-list {
margin: 10px 0;
padding: 10px;
border: 1px solid #ddd;
border-radius: 4px;
}
.file-item {
display: flex;
justify-content: space-between;
padding: 5px 0;
}
/* Collapsible Sections */
details {
margin: 10px 0;
border: 1px solid #e9ecef;
border-radius: 8px;
overflow: hidden;
}
summary {
padding: 15px;
background: #f8f9fa;
cursor: pointer;
font-weight: 600;
display: flex;
align-items: center;
transition: background-color 0.3s;
}
summary:hover {
background: #e9ecef;
}
.help-content {
padding: 15px;
background: white;
}
/* Example Sections */
.examples-wrapper {
margin: 20px 0;
}
.example-section {
margin: 10px 0;
}
.example-content {
padding: 15px;
background: white;
}
.example-btn {
width: 100%;
text-align: left;
padding: 8px 12px;
background: #f8f9fa;
border: 1px solid #e9ecef;
border-radius: 4px;
cursor: pointer;
transition: all 0.3s;
}
.example-btn:hover {
background: #e9ecef;
border-color: #dee2e6;
}
/* Chat Message Styling */
.message-wrap {
display: flex;
flex-direction: column;
gap: 1rem;
}
.user-message, .assistant-message {
padding: 1rem;
border-radius: 8px;
max-width: 90%;
}
.user-message {
align-self: flex-end;
background: #007AFF;
color: white;
}
.assistant-message {
align-self: flex-start;
background: #f8f9fa;
border: 1px solid #e9ecef;
}
/* Code Block Styling */
.code-block {
position: relative;
margin: 1rem 0;
border-radius: 8px;
overflow: hidden;
border: 1px solid #e9ecef;
}
.code-header {
display: flex;
justify-content: space-between;
align-items: center;
padding: 0.5rem 1rem;
background: #f8f9fa;
border-bottom: 1px solid #e9ecef;
}
.code-title {
font-family: monospace;
font-weight: bold;
color: #495057;
}
.code-copy-btn {
padding: 4px 8px;
font-size: 12px;
color: #6c757d;
background: white;
border: 1px solid #ced4da;
border-radius: 4px;
cursor: pointer;
transition: all 0.2s;
}
.code-copy-btn:hover {
background: #e9ecef;
border-color: #adb5bd;
}
.code-content {
padding: 1rem;
background: #282a36;
color: #f8f8f2;
overflow-x: auto;
font-family: monospace;
}
/* Media Queries */
@media (max-width: 768px) {
.gr-form { flex-direction: column !important; }
.gr-group { margin: 0.5rem 0 !important; }
}
.clear-button {
background: #dc3545 !important;
color: white !important;
border: none !important;
padding: 0.5rem 1rem !important;
border-radius: 4px !important;
cursor: pointer !important;
transition: background-color 0.2s !important;
}
.clear-button:hover {
background: #c82333 !important;
}
/* Button Container */
.button-container {
display: flex;
gap: 10px;
margin-top: 10px;
}
.button-container button {
flex: 1;
}
</style>
<script>
function copyCode(blockId) {
const codeBlock = document.getElementById(blockId);
const code = codeBlock.innerText;
navigator.clipboard.writeText(code).then(() => {
const btn = document.querySelector(`#${blockId}-btn`);
btn.innerText = 'Copied!';
setTimeout(() => {
btn.innerText = 'Copy';
}, 2000);
});
}
function setQuestion(text) {
const chatInput = document.querySelector('textarea[data-testid="textbox"]');
if (chatInput) {
chatInput.value = text;
chatInput.focus();
}
}
</script>
""")
# Header
with gr.Row(elem_classes="container"):
gr.Markdown(f"""
# AI Github Repository Chat
<div class="header-info">
<span class="timestamp">Current Date and Time (UTC - YYYY-MM-DD HH:MM:SS formatted): {current_time}</span>
</div>
""")
# Main Tabs Container
with gr.Tabs() as tabs:
# Configuration Tab
with gr.Tab("🛠️ Konfigurasi"):
provider = gr.Radio(
choices=[AIProvider.XAI, AIProvider.GEMINI, AIProvider.OLLAMA],
label="Penyedia AI",
value=AIProvider.XAI,
)
with gr.Group() as api_settings:
# X.AI API Key section
with gr.Row():
with gr.Column(scale=3):
xai_key = gr.Textbox(
label="X.AI (Grok) API Key",
type="password",
placeholder="Opsional - Klik (?) untuk info",
show_label=True,
)
with gr.Column(scale=1):
gr.Markdown("""
<details>
<summary>❓ Cara Mendapatkan X.AI API Key</summary>
<div class="help-content">
<ol>
<li>Kunjungi <a href="https://x.ai" target="_blank">X.AI Developer Portal</a></li>
<li>Daftar/Login ke akun Anda</li>
<li>Buat API Key baru</li>
<li>Salin API Key</li>
</ol>
<p><strong>Catatan:</strong></p>
<ul>
<li>Jika tidak diisi, akan menggunakan API key default</li>
<li>Masukkan API key Anda sendiri jika default mencapai limit</li>
</ul>
</div>
</details>
""")
# Gemini API Key section
with gr.Row():
with gr.Column(scale=3):
gemini_key = gr.Textbox(
label="Gemini API Key",
type="password",
placeholder="Opsional - Klik (?) untuk info",
show_label=True,
)
with gr.Column(scale=1):
gr.Markdown("""
<details>
<summary>❓ Cara Mendapatkan Gemini API Key</summary>
<div class="help-content">
<ol>
<li>Kunjungi <a href="https://makersuite.google.com/app/apikey" target="_blank">Google AI Studio</a></li>
<li>Login dengan akun Google Anda</li>
<li>Klik "Create API Key"</li>
<li>Salin API Key yang dihasilkan</li>
</ol>
<p><strong>Catatan:</strong></p>
<ul>
<li>Gemini memberikan kuota gratis setiap bulan</li>
<li>Key bisa dibuat ulang jika diperlukan</li>
<li>Monitor penggunaan di <a href="https://console.cloud.google.com/" target="_blank">Google Cloud Console</a></li>
</ul>
</div>
</details>
""")
with gr.Row():
model_dropdown = gr.Dropdown(
label="Model AI",
choices=XAI_MODELS,
value="grok-2-latest",
interactive=True,
)
# Repository Analysis Tab
with gr.Tab("📊 Analisis Repository"):
with gr.Group():
# Repository URL input
with gr.Row():
repo_url = gr.Textbox(
label="URL Repository GitHub",
placeholder="https://github.com/username/repository",
elem_classes="mobile-full",
)
# GitHub Token section
with gr.Row():
with gr.Column(scale=2):
github_token = gr.Textbox(
label="Token GitHub",
type="password",
placeholder="Klik (?) untuk panduan",
elem_classes="mobile-full",
)
gr.Markdown("""
<details>
<summary>❓ Cara Mendapatkan GitHub Token</summary>
<div class="help-content">
<ol>
<li>Kunjungi <a href="https://github.com/settings/tokens" target="_blank">GitHub Token Settings</a></li>
<li>Klik "Generate new token" > "Generate new token (classic)"</li>
<li>Beri nama token Anda di "Note"</li>
<li>Pilih scope:
<ul>
<li><code>repo</code> (untuk akses repository private)</li>
<li><code>read:packages</code> (opsional, untuk akses package)</li>
</ul>
</li>
<li>Klik "Generate token"</li>
<li><strong>PENTING:</strong> Salin token segera! Token hanya ditampilkan sekali</li>
</ol>
</div>
</details>
""")
with gr.Column(scale=1):
branch = gr.Textbox(
label="Branch (opsional)",
placeholder="main",
elem_classes="mobile-full",
)
# Clone Button and Status
clone_button = gr.Button(
"🔄 Clone Repository",
variant="primary",
elem_classes="mobile-full",
)
clone_status = gr.Markdown(value="", label="Status Repository", elem_classes="mobile-full")
# File Selection
with gr.Group():
gr.Markdown("### 📎 File yang Dipilih")
with gr.Row():
file_selector = gr.Dropdown(
label="Pilih File dari Repository",
choices=[],
multiselect=True,
value=[],
allow_custom_value=True,
max_choices=None,
elem_classes="mobile-full",
)
file_list = gr.HTML(
value="<div class='file-list'>Belum ada file yang dipilih</div>",
label="Daftar File Terpilih",
)
# Examples Tab
with gr.Tab("💡 Examples"):
gr.Markdown("""
<style>
/* Styling untuk collapse */
.examples-container {
padding: 20px;
background: #fff;
border-radius: 8px;
}
.category-collapse {
margin-bottom: 15px;
border: 1px solid #e9ecef;
border-radius: 8px;
overflow: hidden;
}
.category-header {
padding: 15px;
background: #f8f9fa;
cursor: pointer;
user-select: none;
display: flex;
align-items: center;
justify-content: space-between;
transition: background-color 0.2s;
}
.category-header:hover {
background: #e9ecef;
}
.category-content {
padding: 15px;
display: none;
border-top: 1px solid #e9ecef;
}
.category-collapse.active .category-content {
display: block;
animation: slideDown 0.3s ease-out;
}
.category-header::after {
content: '▼';
font-size: 12px;
transition: transform 0.3s;
}
.category-collapse.active .category-header::after {
transform: rotate(180deg);
}
.example-button {
display: block;
width: 100%;
padding: 10px;
margin: 5px 0;
text-align: left;
background: #fff;
border: 1px solid #e9ecef;
border-radius: 4px;
cursor: pointer;
transition: all 0.2s;
}
.example-button:hover {
background: #f8f9fa;
border-color: #dee2e6;
}
@keyframes slideDown {
from {
opacity: 0;
transform: translateY(-10px);
}
to {
opacity: 1;
transform: translateY(0);
}
}
</style>
<div class="examples-container">
<h3>🎯 Contoh Pertanyaan</h3>
<p>Klik pada kategori untuk melihat contoh pertanyaan yang bisa diajukan</p>
<div class="category-collapse">
<div class="category-header">
🔍 Analisis Kode
</div>
<div class="category-content">
<button class="example-button" onclick="setQuestion('Jelaskan logika dan alur dari kode ini')">
Jelaskan logika dari kode
</button>
<button class="example-button" onclick="setQuestion('Bagaimana cara mengoptimalkan performa kode ini?')">
Optimasi performa
</button>
<button class="example-button" onclick="setQuestion('Apakah ada potential bugs yang perlu diperbaiki?')">
Cek potential bugs
</button>
</div>
</div>
<div class="category-collapse">
<div class="category-header">
📚 Best Practices
</div>
<div class="category-content">
<button class="example-button" onclick="setQuestion('Apa saja best practices yang bisa diterapkan di kode ini?')">
Saran best practices
</button>
<button class="example-button" onclick="setQuestion('Bagaimana cara meningkatkan maintainability kode ini?')">
Improve maintainability
</button>
<button class="example-button" onclick="setQuestion('Berikan saran untuk meningkatkan code quality')">
Improve code quality
</button>
</div>
</div>
<div class="category-collapse">
<div class="category-header">
🧪 Testing
</div>
<div class="category-content">
<button class="example-button" onclick="setQuestion('Buatkan unit test untuk fungsi ini')">
Generate unit tests
</button>
<button class="example-button" onclick="setQuestion('Bagaimana cara test error handling yang baik?')">
Test error handling
</button>
<button class="example-button" onclick="setQuestion('Berikan saran untuk meningkatkan test coverage')">
Improve test coverage
</button>
</div>
</div>
<div class="category-collapse">
<div class="category-header">
📝 Dokumentasi
</div>
<div class="category-content">
<button class="example-button" onclick="setQuestion('Buatkan dokumentasi untuk fungsi-fungsi utama')">
Generate documentation
</button>
<button class="example-button" onclick="setQuestion('Buat README.md untuk project ini')">
Create README.md
</button>
<button class="example-button" onclick="setQuestion('Jelaskan cara penggunaan library/framework')">
Usage guide
</button>
</div>
</div>
</div>
<script>
document.addEventListener('DOMContentLoaded', function() {
// Handle collapse functionality
const categories = document.querySelectorAll('.category-collapse');
categories.forEach(category => {
const header = category.querySelector('.category-header');
header.addEventListener('click', () => {
const isActive = category.classList.contains('active');
// Close all categories
categories.forEach(c => c.classList.remove('active'));
// If clicked category wasn't active, open it
if (!isActive) {
category.classList.add('active');
}
});
});
});
// Function to set question in chat input
function setQuestion(text) {
const chatInput = document.querySelector('textarea[data-testid="textbox"]');
if (chatInput) {
chatInput.value = text;
chatInput.focus();
}
}
</script>
""")
# Chat Interface (outside tabs)
with gr.Group():
chat_history = gr.Chatbot(
label="📝 Riwayat Chat",
height=500,
show_label=True,
type="messages",
elem_classes="mobile-full",
)
with gr.Row():
chat_input = gr.Textbox(
label="💭 Tanyakan tentang Repository",
placeholder="Ketik pertanyaan Anda di sini...",
lines=3,
elem_classes="mobile-full",
)
with gr.Column(scale=1):
send_button = gr.Button("📤 Kirim", variant="primary")
clear_button = gr.Button("🧹 Bersihkan Semua", variant="secondary")
# Event Handlers
def handle_clone(repo_url, github_token, branch):
if not repo_url:
return (
"⚠️ URL repository diperlukan!",
gr.Dropdown(choices=[]),
"<div class='file-list'>Belum ada file yang dipilih</div>",
)
success, message = analyzer.clone_repository(repo_url, github_token, branch)
if success:
files = sorted(list(analyzer.repo_content.keys()))
return (
message,
gr.Dropdown(choices=files, value=[]),
"<div class='file-list'>Belum ada file yang dipilih</div>",
)
return (
message,
gr.Dropdown(choices=[]),
"<div class='file-list'>Belum ada file yang dipilih</div>",
)
def update_file_list(selected):
if not selected:
return "<div class='file-list'>Belum ada file yang dipilih</div>"
html = "<div class='file-list'>"
for file in selected:
html += f"<div class='file-item'><span>{file}</span></div>"
html += "</div>"
return html
def clear_chat_history():
return []
def update_model_list(provider_choice, api_key=None):
try:
models, error = asyncio.run(get_available_models(provider_choice, api_key))
if error:
return gr.Dropdown(
choices=models,
value=models[0] if models else None,
label=f"Model AI ({error})",
)
return gr.Dropdown(
choices=models,
value=models[0] if models else None,
label="Model AI",
)
except Exception as e:
return gr.Dropdown(
choices=["grok-2-latest"] if provider_choice == AIProvider.XAI else ["gemini-pro"],
value="grok-2-latest" if provider_choice == AIProvider.XAI else "gemini-pro",
label=f"Model AI (Error: {str(e)})",
)
# Connect Events
provider.change(fn=update_model_list, inputs=[provider, xai_key], outputs=[model_dropdown])
xai_key.change(
fn=lambda p, k: update_model_list(p, k) if p == AIProvider.XAI else None,
inputs=[provider, xai_key],
outputs=[model_dropdown],
)
gemini_key.change(
fn=lambda p, k: update_model_list(p, k) if p == AIProvider.GEMINI else None,
inputs=[provider, gemini_key],
outputs=[model_dropdown],
)
clone_button.click(
fn=handle_clone,
inputs=[repo_url, github_token, branch],
outputs=[clone_status, file_selector, file_list],
)
file_selector.change(fn=update_file_list, inputs=[file_selector], outputs=[file_list])
clear_button = gr.Button("🧹 Bersihkan Semua", variant="secondary")
# Chat events
clear_button.click(
fn=clear_all,
outputs=[
repo_url,
github_token,
branch,
clone_status,
chat_history,
file_selector,
file_list,
xai_key,
gemini_key,
model_dropdown,
],
)
send_button.click(
fn=handle_chat,
inputs=[
chat_input,
chat_history,
provider,
model_dropdown,
xai_key,
gemini_key,
file_selector,
],
outputs=chat_history,
show_progress=True,
).then(fn=lambda: gr.update(value=""), outputs=chat_input)
chat_input.submit(
fn=handle_chat,
inputs=[
chat_input,
chat_history,
provider,
model_dropdown,
xai_key,
gemini_key,
file_selector,
],
outputs=chat_history,
show_progress=True,
).then(fn=lambda: gr.update(value=""), outputs=chat_input)
return app
if __name__ == "__main__":
print("""
🚀 Starting Repository Chat Analysis
====================================
""")
app = create_ui()
app.launch(share=True, server_name="0.0.0.0", server_port=7860, debug=True)