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app.py
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import gradio as gr
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import os
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import time
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from pathlib import Path
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import subprocess
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import requests
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import json
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from datetime import datetime
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import textwrap
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import google.generativeai as genai
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import asyncio
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from typing import Generator, AsyncGenerator, List
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from openai import AsyncOpenAI
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import dotenv
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# Load environment variables
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dotenv.load_dotenv()
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# Metadata# Metadata
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CURRENT_TIME = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
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CURRENT_USER = os.getenv("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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"xai-vfjhklL384Z4HKdItsZomqpFlXubTZJAFnISQUpV7dE8lRnWwYBVPSCxSTlu08wDbAcv720bx2dDiQ9x",
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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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XAI_BASE_URL = "https://api.x.ai/v1"
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# Model lists
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OLLAMA_MODELS = [
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"llama2",
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"codellama",
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"mistral",
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"neural-chat",
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"starling-lm",
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"dolphin-phi",
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"phi",
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"orca-mini",
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]
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XAI_MODELS = [
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"grok-2-latest",
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"grok-1",
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]
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GEMINI_MODELS = [
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"gemini-1.5-mini",
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"gemini-pro-vision",
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]
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# Help texts
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GITHUB_TOKEN_HELP = """
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### Cara Mendapatkan GitHub Token:
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1. Kunjungi [GitHub Token Settings](https://github.com/settings/tokens)
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2. Klik "Generate new token" > "Generate new token (classic)"
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3. Beri nama token Anda di "Note"
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4. Pilih scope:
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- `repo` (untuk akses repository private)
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- `read:packages` (opsional, untuk akses package)
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5. Klik "Generate token"
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6. **PENTING**: Salin token segera! Token hanya ditampilkan sekali
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Token diperlukan untuk:
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- Mengakses repository private
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- Clone repository dengan rate limit lebih tinggi
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- Mengakses fitur GitHub API
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"""
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GEMINI_API_HELP = """
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### Cara Mendapatkan Gemini API Key:
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1. Kunjungi [Google AI Studio](https://makersuite.google.com/app/apikey)
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2. Login dengan akun Google Anda
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3. Klik "Create API Key"
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4. Salin API Key yang dihasilkan
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Catatan:
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- Gemini memberikan kuota gratis setiap bulan
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- Key bisa dibuat ulang jika diperlukan
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- Monitor penggunaan di [Google Cloud Console](https://console.cloud.google.com/)
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"""
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OLLAMA_HELP = """
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### Cara Menggunakan Ollama:
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1. Install Ollama dari [ollama.ai](https://ollama.ai)
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2. Jalankan Ollama di komputer Anda
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3. Pastikan Ollama berjalan di http://localhost:11434
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Catatan:
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- Ollama berjalan secara lokal di komputer Anda
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- Tidak memerlukan API key
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- Ideal untuk privasi dan penggunaan offline
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"""
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XAI_API_HELP = """
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### Cara Mendapatkan X.AI (Grok) API Key:
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1. Kunjungi [X.AI Developer Portal](https://x.ai)
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2. Daftar/Login ke akun Anda
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3. Buat API Key baru
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4. Salin API Key
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Note:
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- Jika tidak diisi, akan menggunakan API key default
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- Masukkan API key Anda sendiri jika default mencapai limit
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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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XAI = "xai"
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class RepoAnalyzer:
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def __init__(self):
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self.current_repo = None
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self.repo_content = {}
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self.chat_history = []
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async def stream_xai_response(
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self, prompt: str, api_key: str = None, model: str = "grok-2-latest"
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) -> AsyncGenerator[str, None]:
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"""Stream response dari X.AI (Grok) API"""
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try:
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# Use default key if none provided
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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 X.AI diperlukan. Gunakan key Anda sendiri atau tunggu reset limit default key."
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return
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client = AsyncOpenAI(api_key=actual_key, base_url=XAI_BASE_URL)
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# Prepare messages with repository context if available
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messages = [
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{
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"role": "system",
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"content": "Anda adalah asisten AI yang membantu menganalisis repository code. Berikan respons dalam Bahasa Indonesia.",
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}
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]
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if self.current_repo:
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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": "system", "content": context})
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messages.append({"role": "user", "content": prompt})
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stream = await client.chat.completions.create(
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model=model, messages=messages, stream=True
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)
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full_response = ""
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async for chunk in stream:
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if chunk.choices[0].delta.content:
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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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self.chat_history.append({"role": "user", "content": prompt})
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self.chat_history.append({"role": "assistant", "content": full_response})
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except Exception as e:
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error_msg = f"⚠️ Error dalam X.AI API: {str(e)}"
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print(error_msg)
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yield error_msg
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async def stream_gemini_response(
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self, prompt: str, api_key: str
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) -> AsyncGenerator[str, None]:
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"""Stream response dari Gemini API"""
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try:
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if not api_key:
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yield "⚠️ API Key Gemini diperlukan. Klik icon bantuan (?) di samping input API Key untuk panduan mendapatkan key."
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return
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genai.configure(api_key=api_key)
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model = genai.GenerativeModel("gemini-pro")
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# Tambahkan konteks repository jika ada
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if self.current_repo:
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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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prompt = context + prompt
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response = model.generate_content(
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prompt,
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generation_config={"temperature": 0.7, "top_p": 0.8, "top_k": 40},
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stream=True,
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)
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full_response = ""
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async for chunk in response:
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if chunk.text:
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full_response += chunk.text
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yield chunk.text
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self.chat_history.append({"role": "user", "content": prompt})
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self.chat_history.append({"role": "assistant", "content": full_response})
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except Exception as e:
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error_msg = f"⚠️ Error dalam Gemini API: {str(e)}\n\nPastikan API Key valid dan memiliki kuota yang cukup."
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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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repo_name = repo_url.split("/")[-1].replace(".git", "")
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if os.path.exists(repo_name):
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subprocess.run(["rm", "-rf", repo_name], check=True)
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try:
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owner_repo = "/".join(repo_url.split("/")[-2:])
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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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elif repo_check.status_code == 401:
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return (
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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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)
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auth_url = (
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f"https://{github_token}@github.com/{owner_repo}"
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if github_token
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else f"https://github.com/{owner_repo}"
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)
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cmd = ["git", "clone"]
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if branch:
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cmd.extend(["--branch", branch])
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cmd.append(auth_url)
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process = subprocess.run(
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cmd,
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capture_output=True,
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text=True,
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env=dict(os.environ, GIT_ASKPASS="echo", GIT_TERMINAL_PROMPT="0"),
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)
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if process.returncode == 0:
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self.current_repo = repo_name
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# Scan dan simpan konten repository
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file_count = 0
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for file_path in Path(repo_name).rglob("*"):
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if file_path.is_file() and ".git" not in str(file_path):
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success, content = self.read_file_safely(str(file_path))
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if success:
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self.repo_content[str(file_path)] = content
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file_count += 1
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return (
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True,
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f"✅ Repository berhasil di-clone!\n\nNama: {repo_name}\nJumlah file: {file_count}\n\nAnda sekarang bisa mengajukan pertanyaan tentang repository ini.",
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)
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else:
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return False, f"⚠️ Gagal clone repository:\n{process.stderr}"
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except Exception as e:
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return False, f"⚠️ Error: {str(e)}"
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def read_file_safely(self, file_path: str) -> tuple[bool, str]:
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"""Baca file dengan aman menggunakan berbagai encoding"""
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encodings = ["utf-8", "latin-1", "cp1252"]
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for encoding in encodings:
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try:
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with open(file_path, "r", encoding=encoding) as f:
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content = f.read()
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return True, content
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except Exception as e:
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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(message, history, provider_choice, model_name, xai_key, gemini_key, selected_files, analyzer=analyzer):
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"""Menangani interaksi chat dengan model AI"""
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if not analyzer.current_repo:
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new_message = {
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"role": "assistant",
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"content": "⚠️ Mohon clone repository terlebih dahulu sebelum mengajukan pertanyaan."
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}
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history = history or []
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history.append({"role": "user", "content": message})
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history.append(new_message)
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yield history
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return
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history = history or []
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# Format user message
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user_message = f'<div class="user-message">{message}</div>'
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history.append({"role": "user", "content": user_message})
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# Initialize assistant message
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assistant_message = '<div class="assistant-message">'
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history.append({"role": "assistant", "content": assistant_message})
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try:
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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(enhanced_message, xai_key, model_name):
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full_response += chunk
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# Format the response with code blocks
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formatted_response = format_response(full_response)
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history[-1]["content"] = f'<div class="assistant-message">{formatted_response}</div>'
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await asyncio.sleep(0.05)
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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(enhanced_message, gemini_key or DEFAULT_GEMINI_KEY):
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full_response += chunk
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formatted_response = format_response(full_response)
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history[-1]["content"] = f'<div class="assistant-message">{formatted_response}</div>'
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await asyncio.sleep(0.05)
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yield history
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else: # OLLAMA
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response = analyze_with_ollama(model_name, enhanced_message)
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words = response.split()
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for i in range(len(words)):
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full_response = " ".join(words[:i + 1])
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formatted_response = format_response(full_response)
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history[-1]["content"] = f'<div class="assistant-message">{formatted_response}</div>'
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await asyncio.sleep(0.05)
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yield history
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except Exception as e:
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error_msg = f"⚠️ Error: {str(e)}"
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history[-1]["content"] = f'<div class="assistant-message">{error_msg}</div>'
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yield history
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def format_response(text):
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"""Format response text with code blocks"""
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import re
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import uuid
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# Replace code blocks with styled versions
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| 382 |
-
def replace_code_block(match):
|
| 383 |
-
language = match.group(1) or ''
|
| 384 |
-
code = match.group(2)
|
| 385 |
-
block_id = f'code-block-{uuid.uuid4().hex[:8]}'
|
| 386 |
-
|
| 387 |
-
return f'''
|
| 388 |
-
<div class="code-block">
|
| 389 |
-
<div class="code-header">
|
| 390 |
-
<span class="code-title">{language}</span>
|
| 391 |
-
<button class="code-copy-btn" id="{block_id}-btn" onclick="copyCode('{block_id}')">Copy</button>
|
| 392 |
-
</div>
|
| 393 |
-
<pre class="code-content" id="{block_id}">{code}</pre>
|
| 394 |
-
</div>
|
| 395 |
-
'''
|
| 396 |
-
|
| 397 |
-
# Replace ```language\ncode``` blocks
|
| 398 |
-
text = re.sub(r'```(\w+)?\n(.*?)```', replace_code_block, text, flags=re.DOTALL)
|
| 399 |
-
|
| 400 |
-
# Replace inline code
|
| 401 |
-
text = re.sub(r'`([^`]+)`', r'<code>\1</code>', text)
|
| 402 |
-
|
| 403 |
-
return text
|
| 404 |
-
|
| 405 |
-
def clear_all():
|
| 406 |
-
"""Clear semua input dan status"""
|
| 407 |
-
return (
|
| 408 |
-
"", # repo_url
|
| 409 |
-
"", # github_token
|
| 410 |
-
"", # branch
|
| 411 |
-
"", # clone_status
|
| 412 |
-
[], # chat_history
|
| 413 |
-
[], # file_selector
|
| 414 |
-
"<div class='file-list'>Belum ada file yang dipilih</div>", # file_list
|
| 415 |
-
"", # xai_key
|
| 416 |
-
"", # gemini_key
|
| 417 |
-
"grok-2-latest", # model_dropdown default value
|
| 418 |
-
)
|
| 419 |
-
|
| 420 |
-
def create_ui():
|
| 421 |
-
global analyzer
|
| 422 |
-
current_time = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
|
| 423 |
-
|
| 424 |
-
with gr.Blocks(title="Open Repo AI", theme=gr.themes.Soft()) as app:
|
| 425 |
-
# CSS Styling
|
| 426 |
-
gr.Markdown("""
|
| 427 |
-
<style>
|
| 428 |
-
/* General Styles */
|
| 429 |
-
.container { max-width: 100% !important; padding: 1rem; }
|
| 430 |
-
.mobile-full { width: 100% !important; }
|
| 431 |
-
|
| 432 |
-
/* Header Styles */
|
| 433 |
-
.header-info {
|
| 434 |
-
display: flex;
|
| 435 |
-
justify-content: space-between;
|
| 436 |
-
padding: 10px;
|
| 437 |
-
background: #f8f9fa;
|
| 438 |
-
border-radius: 4px;
|
| 439 |
-
margin: 10px 0;
|
| 440 |
-
font-family: monospace;
|
| 441 |
-
}
|
| 442 |
-
.timestamp, .user-info {
|
| 443 |
-
padding: 5px 10px;
|
| 444 |
-
background: #fff;
|
| 445 |
-
border-radius: 4px;
|
| 446 |
-
border: 1px solid #e9ecef;
|
| 447 |
-
}
|
| 448 |
-
|
| 449 |
-
/* File List Styles */
|
| 450 |
-
.file-list {
|
| 451 |
-
margin: 10px 0;
|
| 452 |
-
padding: 10px;
|
| 453 |
-
border: 1px solid #ddd;
|
| 454 |
-
border-radius: 4px;
|
| 455 |
-
}
|
| 456 |
-
.file-item {
|
| 457 |
-
display: flex;
|
| 458 |
-
justify-content: space-between;
|
| 459 |
-
padding: 5px 0;
|
| 460 |
-
}
|
| 461 |
-
|
| 462 |
-
/* Collapsible Sections */
|
| 463 |
-
details {
|
| 464 |
-
margin: 10px 0;
|
| 465 |
-
border: 1px solid #e9ecef;
|
| 466 |
-
border-radius: 8px;
|
| 467 |
-
overflow: hidden;
|
| 468 |
-
}
|
| 469 |
-
summary {
|
| 470 |
-
padding: 15px;
|
| 471 |
-
background: #f8f9fa;
|
| 472 |
-
cursor: pointer;
|
| 473 |
-
font-weight: 600;
|
| 474 |
-
display: flex;
|
| 475 |
-
align-items: center;
|
| 476 |
-
transition: background-color 0.3s;
|
| 477 |
-
}
|
| 478 |
-
summary:hover {
|
| 479 |
-
background: #e9ecef;
|
| 480 |
-
}
|
| 481 |
-
.help-content {
|
| 482 |
-
padding: 15px;
|
| 483 |
-
background: white;
|
| 484 |
-
}
|
| 485 |
-
|
| 486 |
-
/* Example Sections */
|
| 487 |
-
.examples-wrapper {
|
| 488 |
-
margin: 20px 0;
|
| 489 |
-
}
|
| 490 |
-
.example-section {
|
| 491 |
-
margin: 10px 0;
|
| 492 |
-
}
|
| 493 |
-
.example-content {
|
| 494 |
-
padding: 15px;
|
| 495 |
-
background: white;
|
| 496 |
-
}
|
| 497 |
-
.example-btn {
|
| 498 |
-
width: 100%;
|
| 499 |
-
text-align: left;
|
| 500 |
-
padding: 8px 12px;
|
| 501 |
-
background: #f8f9fa;
|
| 502 |
-
border: 1px solid #e9ecef;
|
| 503 |
-
border-radius: 4px;
|
| 504 |
-
cursor: pointer;
|
| 505 |
-
transition: all 0.3s;
|
| 506 |
-
}
|
| 507 |
-
.example-btn:hover {
|
| 508 |
-
background: #e9ecef;
|
| 509 |
-
border-color: #dee2e6;
|
| 510 |
-
}
|
| 511 |
-
|
| 512 |
-
/* Chat Message Styling */
|
| 513 |
-
.message-wrap {
|
| 514 |
-
display: flex;
|
| 515 |
-
flex-direction: column;
|
| 516 |
-
gap: 1rem;
|
| 517 |
-
}
|
| 518 |
-
.user-message, .assistant-message {
|
| 519 |
-
padding: 1rem;
|
| 520 |
-
border-radius: 8px;
|
| 521 |
-
max-width: 90%;
|
| 522 |
-
}
|
| 523 |
-
.user-message {
|
| 524 |
-
align-self: flex-end;
|
| 525 |
-
background: #007AFF;
|
| 526 |
-
color: white;
|
| 527 |
-
}
|
| 528 |
-
.assistant-message {
|
| 529 |
-
align-self: flex-start;
|
| 530 |
-
background: #f8f9fa;
|
| 531 |
-
border: 1px solid #e9ecef;
|
| 532 |
-
}
|
| 533 |
-
|
| 534 |
-
/* Code Block Styling */
|
| 535 |
-
.code-block {
|
| 536 |
-
position: relative;
|
| 537 |
-
margin: 1rem 0;
|
| 538 |
-
border-radius: 8px;
|
| 539 |
-
overflow: hidden;
|
| 540 |
-
border: 1px solid #e9ecef;
|
| 541 |
-
}
|
| 542 |
-
.code-header {
|
| 543 |
-
display: flex;
|
| 544 |
-
justify-content: space-between;
|
| 545 |
-
align-items: center;
|
| 546 |
-
padding: 0.5rem 1rem;
|
| 547 |
-
background: #f8f9fa;
|
| 548 |
-
border-bottom: 1px solid #e9ecef;
|
| 549 |
-
}
|
| 550 |
-
.code-title {
|
| 551 |
-
font-family: monospace;
|
| 552 |
-
font-weight: bold;
|
| 553 |
-
color: #495057;
|
| 554 |
-
}
|
| 555 |
-
.code-copy-btn {
|
| 556 |
-
padding: 4px 8px;
|
| 557 |
-
font-size: 12px;
|
| 558 |
-
color: #6c757d;
|
| 559 |
-
background: white;
|
| 560 |
-
border: 1px solid #ced4da;
|
| 561 |
-
border-radius: 4px;
|
| 562 |
-
cursor: pointer;
|
| 563 |
-
transition: all 0.2s;
|
| 564 |
-
}
|
| 565 |
-
.code-copy-btn:hover {
|
| 566 |
-
background: #e9ecef;
|
| 567 |
-
border-color: #adb5bd;
|
| 568 |
-
}
|
| 569 |
-
.code-content {
|
| 570 |
-
padding: 1rem;
|
| 571 |
-
background: #282a36;
|
| 572 |
-
color: #f8f8f2;
|
| 573 |
-
overflow-x: auto;
|
| 574 |
-
font-family: monospace;
|
| 575 |
-
}
|
| 576 |
-
|
| 577 |
-
/* Media Queries */
|
| 578 |
-
@media (max-width: 768px) {
|
| 579 |
-
.gr-form { flex-direction: column !important; }
|
| 580 |
-
.gr-group { margin: 0.5rem 0 !important; }
|
| 581 |
-
}
|
| 582 |
-
.clear-button {
|
| 583 |
-
background: #dc3545 !important;
|
| 584 |
-
color: white !important;
|
| 585 |
-
border: none !important;
|
| 586 |
-
padding: 0.5rem 1rem !important;
|
| 587 |
-
border-radius: 4px !important;
|
| 588 |
-
cursor: pointer !important;
|
| 589 |
-
transition: background-color 0.2s !important;
|
| 590 |
-
}
|
| 591 |
-
|
| 592 |
-
.clear-button:hover {
|
| 593 |
-
background: #c82333 !important;
|
| 594 |
-
}
|
| 595 |
-
|
| 596 |
-
/* Button Container */
|
| 597 |
-
.button-container {
|
| 598 |
-
display: flex;
|
| 599 |
-
gap: 10px;
|
| 600 |
-
margin-top: 10px;
|
| 601 |
-
}
|
| 602 |
-
|
| 603 |
-
.button-container button {
|
| 604 |
-
flex: 1;
|
| 605 |
-
}
|
| 606 |
-
</style>
|
| 607 |
-
|
| 608 |
-
<script>
|
| 609 |
-
function copyCode(blockId) {
|
| 610 |
-
const codeBlock = document.getElementById(blockId);
|
| 611 |
-
const code = codeBlock.innerText;
|
| 612 |
-
navigator.clipboard.writeText(code).then(() => {
|
| 613 |
-
const btn = document.querySelector(`#${blockId}-btn`);
|
| 614 |
-
btn.innerText = 'Copied!';
|
| 615 |
-
setTimeout(() => {
|
| 616 |
-
btn.innerText = 'Copy';
|
| 617 |
-
}, 2000);
|
| 618 |
-
});
|
| 619 |
-
}
|
| 620 |
-
|
| 621 |
-
function setQuestion(text) {
|
| 622 |
-
const chatInput = document.querySelector('textarea[data-testid="textbox"]');
|
| 623 |
-
if (chatInput) {
|
| 624 |
-
chatInput.value = text;
|
| 625 |
-
chatInput.focus();
|
| 626 |
-
}
|
| 627 |
-
}
|
| 628 |
-
</script>
|
| 629 |
-
""")
|
| 630 |
-
|
| 631 |
-
# Header
|
| 632 |
-
with gr.Row(elem_classes="container"):
|
| 633 |
-
gr.Markdown(f"""
|
| 634 |
-
# AI Github Repository Chat
|
| 635 |
-
|
| 636 |
-
<div class="header-info">
|
| 637 |
-
<span class="timestamp">Current Date and Time (UTC - YYYY-MM-DD HH:MM:SS formatted): {current_time}</span>
|
| 638 |
-
</div>
|
| 639 |
-
""")
|
| 640 |
-
|
| 641 |
-
# Main Tabs Container
|
| 642 |
-
with gr.Tabs() as tabs:
|
| 643 |
-
# Configuration Tab
|
| 644 |
-
with gr.Tab("🛠️ Konfigurasi"):
|
| 645 |
-
provider = gr.Radio(
|
| 646 |
-
choices=[AIProvider.XAI, AIProvider.GEMINI, AIProvider.OLLAMA],
|
| 647 |
-
label="Penyedia AI",
|
| 648 |
-
value=AIProvider.XAI
|
| 649 |
-
)
|
| 650 |
-
|
| 651 |
-
with gr.Group() as api_settings:
|
| 652 |
-
# X.AI API Key section
|
| 653 |
-
with gr.Row():
|
| 654 |
-
with gr.Column(scale=3):
|
| 655 |
-
xai_key = gr.Textbox(
|
| 656 |
-
label="X.AI (Grok) API Key",
|
| 657 |
-
type="password",
|
| 658 |
-
placeholder="Opsional - Klik (?) untuk info",
|
| 659 |
-
show_label=True
|
| 660 |
-
)
|
| 661 |
-
with gr.Column(scale=1):
|
| 662 |
-
gr.Markdown("""
|
| 663 |
-
<details>
|
| 664 |
-
<summary>❓ Cara Mendapatkan X.AI API Key</summary>
|
| 665 |
-
<div class="help-content">
|
| 666 |
-
<ol>
|
| 667 |
-
<li>Kunjungi <a href="https://x.ai" target="_blank">X.AI Developer Portal</a></li>
|
| 668 |
-
<li>Daftar/Login ke akun Anda</li>
|
| 669 |
-
<li>Buat API Key baru</li>
|
| 670 |
-
<li>Salin API Key</li>
|
| 671 |
-
</ol>
|
| 672 |
-
<p><strong>Catatan:</strong></p>
|
| 673 |
-
<ul>
|
| 674 |
-
<li>Jika tidak diisi, akan menggunakan API key default</li>
|
| 675 |
-
<li>Masukkan API key Anda sendiri jika default mencapai limit</li>
|
| 676 |
-
</ul>
|
| 677 |
-
</div>
|
| 678 |
-
</details>
|
| 679 |
-
""")
|
| 680 |
-
|
| 681 |
-
# Gemini API Key section
|
| 682 |
-
with gr.Row():
|
| 683 |
-
with gr.Column(scale=3):
|
| 684 |
-
gemini_key = gr.Textbox(
|
| 685 |
-
label="Gemini API Key",
|
| 686 |
-
type="password",
|
| 687 |
-
placeholder="Opsional - Klik (?) untuk info",
|
| 688 |
-
show_label=True
|
| 689 |
-
)
|
| 690 |
-
with gr.Column(scale=1):
|
| 691 |
-
gr.Markdown("""
|
| 692 |
-
<details>
|
| 693 |
-
<summary>❓ Cara Mendapatkan Gemini API Key</summary>
|
| 694 |
-
<div class="help-content">
|
| 695 |
-
<ol>
|
| 696 |
-
<li>Kunjungi <a href="https://makersuite.google.com/app/apikey" target="_blank">Google AI Studio</a></li>
|
| 697 |
-
<li>Login dengan akun Google Anda</li>
|
| 698 |
-
<li>Klik "Create API Key"</li>
|
| 699 |
-
<li>Salin API Key yang dihasilkan</li>
|
| 700 |
-
</ol>
|
| 701 |
-
<p><strong>Catatan:</strong></p>
|
| 702 |
-
<ul>
|
| 703 |
-
<li>Gemini memberikan kuota gratis setiap bulan</li>
|
| 704 |
-
<li>Key bisa dibuat ulang jika diperlukan</li>
|
| 705 |
-
<li>Monitor penggunaan di <a href="https://console.cloud.google.com/" target="_blank">Google Cloud Console</a></li>
|
| 706 |
-
</ul>
|
| 707 |
-
</div>
|
| 708 |
-
</details>
|
| 709 |
-
""")
|
| 710 |
-
|
| 711 |
-
with gr.Row():
|
| 712 |
-
model_dropdown = gr.Dropdown(
|
| 713 |
-
label="Model AI",
|
| 714 |
-
choices=XAI_MODELS,
|
| 715 |
-
value="grok-2-latest",
|
| 716 |
-
interactive=True
|
| 717 |
-
)
|
| 718 |
-
|
| 719 |
-
# Repository Analysis Tab
|
| 720 |
-
with gr.Tab("📊 Analisis Repository"):
|
| 721 |
-
with gr.Group():
|
| 722 |
-
# Repository URL input
|
| 723 |
-
with gr.Row():
|
| 724 |
-
repo_url = gr.Textbox(
|
| 725 |
-
label="URL Repository GitHub",
|
| 726 |
-
placeholder="https://github.com/username/repository",
|
| 727 |
-
elem_classes="mobile-full"
|
| 728 |
-
)
|
| 729 |
-
|
| 730 |
-
# GitHub Token section
|
| 731 |
-
with gr.Row():
|
| 732 |
-
with gr.Column(scale=2):
|
| 733 |
-
github_token = gr.Textbox(
|
| 734 |
-
label="Token GitHub",
|
| 735 |
-
type="password",
|
| 736 |
-
placeholder="Klik (?) untuk panduan",
|
| 737 |
-
elem_classes="mobile-full"
|
| 738 |
-
)
|
| 739 |
-
gr.Markdown("""
|
| 740 |
-
<details>
|
| 741 |
-
<summary>❓ Cara Mendapatkan GitHub Token</summary>
|
| 742 |
-
<div class="help-content">
|
| 743 |
-
<ol>
|
| 744 |
-
<li>Kunjungi <a href="https://github.com/settings/tokens" target="_blank">GitHub Token Settings</a></li>
|
| 745 |
-
<li>Klik "Generate new token" > "Generate new token (classic)"</li>
|
| 746 |
-
<li>Beri nama token Anda di "Note"</li>
|
| 747 |
-
<li>Pilih scope:
|
| 748 |
-
<ul>
|
| 749 |
-
<li><code>repo</code> (untuk akses repository private)</li>
|
| 750 |
-
<li><code>read:packages</code> (opsional, untuk akses package)</li>
|
| 751 |
-
</ul>
|
| 752 |
-
</li>
|
| 753 |
-
<li>Klik "Generate token"</li>
|
| 754 |
-
<li><strong>PENTING:</strong> Salin token segera! Token hanya ditampilkan sekali</li>
|
| 755 |
-
</ol>
|
| 756 |
-
</div>
|
| 757 |
-
</details>
|
| 758 |
-
""")
|
| 759 |
-
with gr.Column(scale=1):
|
| 760 |
-
branch = gr.Textbox(
|
| 761 |
-
label="Branch (opsional)",
|
| 762 |
-
placeholder="main",
|
| 763 |
-
elem_classes="mobile-full"
|
| 764 |
-
)
|
| 765 |
-
|
| 766 |
-
# Clone Button and Status
|
| 767 |
-
clone_button = gr.Button(
|
| 768 |
-
"🔄 Clone Repository",
|
| 769 |
-
variant="primary",
|
| 770 |
-
elem_classes="mobile-full"
|
| 771 |
-
)
|
| 772 |
-
|
| 773 |
-
clone_status = gr.Markdown(
|
| 774 |
-
value="",
|
| 775 |
-
label="Status Repository",
|
| 776 |
-
elem_classes="mobile-full"
|
| 777 |
-
)
|
| 778 |
-
|
| 779 |
-
# File Selection
|
| 780 |
-
with gr.Group():
|
| 781 |
-
gr.Markdown("### 📎 File yang Dipilih")
|
| 782 |
-
with gr.Row():
|
| 783 |
-
file_selector = gr.Dropdown(
|
| 784 |
-
label="Pilih File dari Repository",
|
| 785 |
-
choices=[],
|
| 786 |
-
multiselect=True,
|
| 787 |
-
value=[],
|
| 788 |
-
allow_custom_value=True,
|
| 789 |
-
max_choices=None,
|
| 790 |
-
elem_classes="mobile-full"
|
| 791 |
-
)
|
| 792 |
-
|
| 793 |
-
file_list = gr.HTML(
|
| 794 |
-
value="<div class='file-list'>Belum ada file yang dipilih</div>",
|
| 795 |
-
label="Daftar File Terpilih"
|
| 796 |
-
)
|
| 797 |
-
|
| 798 |
-
# Examples Tab
|
| 799 |
-
with gr.Tab("💡 Examples"):
|
| 800 |
-
gr.Markdown("""
|
| 801 |
-
<style>
|
| 802 |
-
/* Styling untuk collapse */
|
| 803 |
-
.examples-container {
|
| 804 |
-
padding: 20px;
|
| 805 |
-
background: #fff;
|
| 806 |
-
border-radius: 8px;
|
| 807 |
-
}
|
| 808 |
-
|
| 809 |
-
.category-collapse {
|
| 810 |
-
margin-bottom: 15px;
|
| 811 |
-
border: 1px solid #e9ecef;
|
| 812 |
-
border-radius: 8px;
|
| 813 |
-
overflow: hidden;
|
| 814 |
-
}
|
| 815 |
-
|
| 816 |
-
.category-header {
|
| 817 |
-
padding: 15px;
|
| 818 |
-
background: #f8f9fa;
|
| 819 |
-
cursor: pointer;
|
| 820 |
-
user-select: none;
|
| 821 |
-
display: flex;
|
| 822 |
-
align-items: center;
|
| 823 |
-
justify-content: space-between;
|
| 824 |
-
transition: background-color 0.2s;
|
| 825 |
-
}
|
| 826 |
-
|
| 827 |
-
.category-header:hover {
|
| 828 |
-
background: #e9ecef;
|
| 829 |
-
}
|
| 830 |
-
|
| 831 |
-
.category-content {
|
| 832 |
-
padding: 15px;
|
| 833 |
-
display: none;
|
| 834 |
-
border-top: 1px solid #e9ecef;
|
| 835 |
-
}
|
| 836 |
-
|
| 837 |
-
.category-collapse.active .category-content {
|
| 838 |
-
display: block;
|
| 839 |
-
animation: slideDown 0.3s ease-out;
|
| 840 |
-
}
|
| 841 |
-
|
| 842 |
-
.category-header::after {
|
| 843 |
-
content: '▼';
|
| 844 |
-
font-size: 12px;
|
| 845 |
-
transition: transform 0.3s;
|
| 846 |
-
}
|
| 847 |
-
|
| 848 |
-
.category-collapse.active .category-header::after {
|
| 849 |
-
transform: rotate(180deg);
|
| 850 |
-
}
|
| 851 |
-
|
| 852 |
-
.example-button {
|
| 853 |
-
display: block;
|
| 854 |
-
width: 100%;
|
| 855 |
-
padding: 10px;
|
| 856 |
-
margin: 5px 0;
|
| 857 |
-
text-align: left;
|
| 858 |
-
background: #fff;
|
| 859 |
-
border: 1px solid #e9ecef;
|
| 860 |
-
border-radius: 4px;
|
| 861 |
-
cursor: pointer;
|
| 862 |
-
transition: all 0.2s;
|
| 863 |
-
}
|
| 864 |
-
|
| 865 |
-
.example-button:hover {
|
| 866 |
-
background: #f8f9fa;
|
| 867 |
-
border-color: #dee2e6;
|
| 868 |
-
}
|
| 869 |
-
|
| 870 |
-
@keyframes slideDown {
|
| 871 |
-
from {
|
| 872 |
-
opacity: 0;
|
| 873 |
-
transform: translateY(-10px);
|
| 874 |
-
}
|
| 875 |
-
to {
|
| 876 |
-
opacity: 1;
|
| 877 |
-
transform: translateY(0);
|
| 878 |
-
}
|
| 879 |
-
}
|
| 880 |
-
</style>
|
| 881 |
-
|
| 882 |
-
<div class="examples-container">
|
| 883 |
-
<h3>🎯 Contoh Pertanyaan</h3>
|
| 884 |
-
<p>Klik pada kategori untuk melihat contoh pertanyaan yang bisa diajukan</p>
|
| 885 |
-
|
| 886 |
-
<div class="category-collapse">
|
| 887 |
-
<div class="category-header">
|
| 888 |
-
🔍 Analisis Kode
|
| 889 |
-
</div>
|
| 890 |
-
<div class="category-content">
|
| 891 |
-
<button class="example-button" onclick="setQuestion('Jelaskan logika dan alur dari kode ini')">
|
| 892 |
-
Jelaskan logika dari kode
|
| 893 |
-
</button>
|
| 894 |
-
<button class="example-button" onclick="setQuestion('Bagaimana cara mengoptimalkan performa kode ini?')">
|
| 895 |
-
Optimasi performa
|
| 896 |
-
</button>
|
| 897 |
-
<button class="example-button" onclick="setQuestion('Apakah ada potential bugs yang perlu diperbaiki?')">
|
| 898 |
-
Cek potential bugs
|
| 899 |
-
</button>
|
| 900 |
-
</div>
|
| 901 |
-
</div>
|
| 902 |
-
|
| 903 |
-
<div class="category-collapse">
|
| 904 |
-
<div class="category-header">
|
| 905 |
-
📚 Best Practices
|
| 906 |
-
</div>
|
| 907 |
-
<div class="category-content">
|
| 908 |
-
<button class="example-button" onclick="setQuestion('Apa saja best practices yang bisa diterapkan di kode ini?')">
|
| 909 |
-
Saran best practices
|
| 910 |
-
</button>
|
| 911 |
-
<button class="example-button" onclick="setQuestion('Bagaimana cara meningkatkan maintainability kode ini?')">
|
| 912 |
-
Improve maintainability
|
| 913 |
-
</button>
|
| 914 |
-
<button class="example-button" onclick="setQuestion('Berikan saran untuk meningkatkan code quality')">
|
| 915 |
-
Improve code quality
|
| 916 |
-
</button>
|
| 917 |
-
</div>
|
| 918 |
-
</div>
|
| 919 |
-
|
| 920 |
-
<div class="category-collapse">
|
| 921 |
-
<div class="category-header">
|
| 922 |
-
🧪 Testing
|
| 923 |
-
</div>
|
| 924 |
-
<div class="category-content">
|
| 925 |
-
<button class="example-button" onclick="setQuestion('Buatkan unit test untuk fungsi ini')">
|
| 926 |
-
Generate unit tests
|
| 927 |
-
</button>
|
| 928 |
-
<button class="example-button" onclick="setQuestion('Bagaimana cara test error handling yang baik?')">
|
| 929 |
-
Test error handling
|
| 930 |
-
</button>
|
| 931 |
-
<button class="example-button" onclick="setQuestion('Berikan saran untuk meningkatkan test coverage')">
|
| 932 |
-
Improve test coverage
|
| 933 |
-
</button>
|
| 934 |
-
</div>
|
| 935 |
-
</div>
|
| 936 |
-
|
| 937 |
-
<div class="category-collapse">
|
| 938 |
-
<div class="category-header">
|
| 939 |
-
📝 Dokumentasi
|
| 940 |
-
</div>
|
| 941 |
-
<div class="category-content">
|
| 942 |
-
<button class="example-button" onclick="setQuestion('Buatkan dokumentasi untuk fungsi-fungsi utama')">
|
| 943 |
-
Generate documentation
|
| 944 |
-
</button>
|
| 945 |
-
<button class="example-button" onclick="setQuestion('Buat README.md untuk project ini')">
|
| 946 |
-
Create README.md
|
| 947 |
-
</button>
|
| 948 |
-
<button class="example-button" onclick="setQuestion('Jelaskan cara penggunaan library/framework')">
|
| 949 |
-
Usage guide
|
| 950 |
-
</button>
|
| 951 |
-
</div>
|
| 952 |
-
</div>
|
| 953 |
-
</div>
|
| 954 |
-
|
| 955 |
-
<script>
|
| 956 |
-
document.addEventListener('DOMContentLoaded', function() {
|
| 957 |
-
// Handle collapse functionality
|
| 958 |
-
const categories = document.querySelectorAll('.category-collapse');
|
| 959 |
-
|
| 960 |
-
categories.forEach(category => {
|
| 961 |
-
const header = category.querySelector('.category-header');
|
| 962 |
-
|
| 963 |
-
header.addEventListener('click', () => {
|
| 964 |
-
const isActive = category.classList.contains('active');
|
| 965 |
-
|
| 966 |
-
// Close all categories
|
| 967 |
-
categories.forEach(c => c.classList.remove('active'));
|
| 968 |
-
|
| 969 |
-
// If clicked category wasn't active, open it
|
| 970 |
-
if (!isActive) {
|
| 971 |
-
category.classList.add('active');
|
| 972 |
-
}
|
| 973 |
-
});
|
| 974 |
-
});
|
| 975 |
-
});
|
| 976 |
-
|
| 977 |
-
// Function to set question in chat input
|
| 978 |
-
function setQuestion(text) {
|
| 979 |
-
const chatInput = document.querySelector('textarea[data-testid="textbox"]');
|
| 980 |
-
if (chatInput) {
|
| 981 |
-
chatInput.value = text;
|
| 982 |
-
chatInput.focus();
|
| 983 |
-
}
|
| 984 |
-
}
|
| 985 |
-
</script>
|
| 986 |
-
""")
|
| 987 |
-
|
| 988 |
-
# Chat Interface (outside tabs)
|
| 989 |
-
with gr.Group():
|
| 990 |
-
chat_history = gr.Chatbot(
|
| 991 |
-
label="📝 Riwayat Chat",
|
| 992 |
-
height=500,
|
| 993 |
-
show_label=True,
|
| 994 |
-
type="messages",
|
| 995 |
-
elem_classes="mobile-full"
|
| 996 |
-
)
|
| 997 |
-
|
| 998 |
-
with gr.Row():
|
| 999 |
-
chat_input = gr.Textbox(
|
| 1000 |
-
label="💭 Tanyakan tentang Repository",
|
| 1001 |
-
placeholder="Ketik pertanyaan Anda di sini...",
|
| 1002 |
-
lines=3,
|
| 1003 |
-
elem_classes="mobile-full",
|
| 1004 |
-
)
|
| 1005 |
-
with gr.Column(scale=1):
|
| 1006 |
-
send_button = gr.Button("📤 Kirim", variant="primary")
|
| 1007 |
-
clear_button = gr.Button("🧹 Bersihkan Semua", variant="secondary")
|
| 1008 |
-
|
| 1009 |
-
# Event Handlers
|
| 1010 |
-
def handle_clone(repo_url, github_token, branch):
|
| 1011 |
-
if not repo_url:
|
| 1012 |
-
return (
|
| 1013 |
-
"⚠️ URL repository diperlukan!",
|
| 1014 |
-
gr.Dropdown(choices=[]),
|
| 1015 |
-
"<div class='file-list'>Belum ada file yang dipilih</div>"
|
| 1016 |
-
)
|
| 1017 |
-
|
| 1018 |
-
success, message = analyzer.clone_repository(repo_url, github_token, branch)
|
| 1019 |
-
|
| 1020 |
-
if success:
|
| 1021 |
-
files = sorted(list(analyzer.repo_content.keys()))
|
| 1022 |
-
return (
|
| 1023 |
-
message,
|
| 1024 |
-
gr.Dropdown(choices=files, value=[]),
|
| 1025 |
-
"<div class='file-list'>Belum ada file yang dipilih</div>"
|
| 1026 |
-
)
|
| 1027 |
-
|
| 1028 |
-
return (
|
| 1029 |
-
message,
|
| 1030 |
-
gr.Dropdown(choices=[]),
|
| 1031 |
-
"<div class='file-list'>Belum ada file yang dipilih</div>"
|
| 1032 |
-
)
|
| 1033 |
-
|
| 1034 |
-
def update_file_list(selected):
|
| 1035 |
-
if not selected:
|
| 1036 |
-
return "<div class='file-list'>Belum ada file yang dipilih</div>"
|
| 1037 |
-
|
| 1038 |
-
html = "<div class='file-list'>"
|
| 1039 |
-
for file in selected:
|
| 1040 |
-
html += f"<div class='file-item'><span>{file}</span></div>"
|
| 1041 |
-
html += "</div>"
|
| 1042 |
-
return html
|
| 1043 |
-
|
| 1044 |
-
def clear_chat_history():
|
| 1045 |
-
return []
|
| 1046 |
-
|
| 1047 |
-
def update_model_list(provider_choice):
|
| 1048 |
-
if provider_choice == AIProvider.XAI:
|
| 1049 |
-
return gr.Dropdown(choices=XAI_MODELS, value="grok-2-latest")
|
| 1050 |
-
elif provider_choice == AIProvider.GEMINI:
|
| 1051 |
-
return gr.Dropdown(choices=GEMINI_MODELS, value="gemini-1.5-mini")
|
| 1052 |
-
else: # OLLAMA
|
| 1053 |
-
return gr.Dropdown(choices=OLLAMA_MODELS, value="llama2")
|
| 1054 |
-
|
| 1055 |
-
# Connect Events
|
| 1056 |
-
provider.change(
|
| 1057 |
-
fn=update_model_list,
|
| 1058 |
-
inputs=[provider],
|
| 1059 |
-
outputs=[model_dropdown]
|
| 1060 |
-
)
|
| 1061 |
-
|
| 1062 |
-
clone_button.click(
|
| 1063 |
-
fn=handle_clone,
|
| 1064 |
-
inputs=[repo_url, github_token, branch],
|
| 1065 |
-
outputs=[clone_status, file_selector, file_list]
|
| 1066 |
-
)
|
| 1067 |
-
|
| 1068 |
-
file_selector.change(
|
| 1069 |
-
fn=update_file_list,
|
| 1070 |
-
inputs=[file_selector],
|
| 1071 |
-
outputs=[file_list]
|
| 1072 |
-
)
|
| 1073 |
-
|
| 1074 |
-
clear_button = gr.Button("🧹 Bersihkan Semua", variant="secondary")
|
| 1075 |
-
|
| 1076 |
-
# Chat events
|
| 1077 |
-
clear_button.click(
|
| 1078 |
-
fn=clear_all,
|
| 1079 |
-
outputs=[
|
| 1080 |
-
repo_url,
|
| 1081 |
-
github_token,
|
| 1082 |
-
branch,
|
| 1083 |
-
clone_status,
|
| 1084 |
-
chat_history,
|
| 1085 |
-
file_selector,
|
| 1086 |
-
file_list,
|
| 1087 |
-
xai_key,
|
| 1088 |
-
gemini_key,
|
| 1089 |
-
model_dropdown,
|
| 1090 |
-
]
|
| 1091 |
-
)
|
| 1092 |
-
|
| 1093 |
-
send_button.click(
|
| 1094 |
-
fn=handle_chat,
|
| 1095 |
-
inputs=[
|
| 1096 |
-
chat_input,
|
| 1097 |
-
chat_history,
|
| 1098 |
-
provider,
|
| 1099 |
-
model_dropdown,
|
| 1100 |
-
xai_key,
|
| 1101 |
-
gemini_key,
|
| 1102 |
-
file_selector
|
| 1103 |
-
],
|
| 1104 |
-
outputs=chat_history,
|
| 1105 |
-
show_progress=True
|
| 1106 |
-
).then(
|
| 1107 |
-
fn=lambda: gr.update(value=""),
|
| 1108 |
-
outputs=chat_input
|
| 1109 |
-
)
|
| 1110 |
-
|
| 1111 |
-
chat_input.submit(
|
| 1112 |
-
fn=handle_chat,
|
| 1113 |
-
inputs=[
|
| 1114 |
-
chat_input,
|
| 1115 |
-
chat_history,
|
| 1116 |
-
provider,
|
| 1117 |
-
model_dropdown,
|
| 1118 |
-
xai_key,
|
| 1119 |
-
gemini_key,
|
| 1120 |
-
file_selector
|
| 1121 |
-
],
|
| 1122 |
-
outputs=chat_history,
|
| 1123 |
-
show_progress=True
|
| 1124 |
-
).then(
|
| 1125 |
-
fn=lambda: gr.update(value=""),
|
| 1126 |
-
outputs=chat_input
|
| 1127 |
-
)
|
| 1128 |
-
|
| 1129 |
-
return app
|
| 1130 |
-
|
| 1131 |
-
|
| 1132 |
-
if __name__ == "__main__":
|
| 1133 |
-
print("""
|
| 1134 |
-
🚀 Starting Repository Chat Analysis
|
| 1135 |
-
====================================
|
| 1136 |
-
""")
|
| 1137 |
-
|
| 1138 |
-
app = create_ui()
|
| 1139 |
-
app.launch(share=True, server_name="0.0.0.0", server_port=7860, debug=True)
|
|
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