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# First, let's create the project structure and core files for our Product Feature Ideation & Validation Agent
import os
# Create the main project directory structure
project_structure = {
"product_feature_agent": {
"app.py": "# Main Gradio application with MCP server",
"mcp_server.py": "# FastAPI MCP server implementation",
"requirements.txt": "# Project dependencies",
"data_collectors": {
"__init__.py": "",
"app_store_scraper.py": "# App Store review collection",
"reddit_collector.py": "# Reddit sentiment collection",
"news_collector.py": "# News API integration"
},
"analyzers": {
"__init__.py": "",
"sentiment_analyzer.py": "# Claude-powered sentiment analysis",
"feature_validator.py": "# Core validation logic"
},
"modal_functions": {
"__init__.py": "",
"gpu_processing.py": "# Modal Labs GPU-accelerated processing"
},
"utils": {
"__init__.py": "",
"config.py": "# Configuration and API keys",
"helpers.py": "# Utility functions"
}
}
}
def create_project_structure(structure, base_path=""):
for name, content in structure.items():
path = os.path.join(base_path, name)
if isinstance(content, dict):
os.makedirs(path, exist_ok=True)
create_project_structure(content, path)
else:
with open(path, "w") as f:
f.write(content)
# Create the project structure
create_project_structure(project_structure)
print("✅ Project structure created successfully!")
print("\n📁 Project Structure:")
for root, dirs, files in os.walk("product_feature_agent"):
level = root.replace("product_feature_agent", "").count(os.sep)
indent = " " * 2 * level
print(f"{indent}{os.path.basename(root)}/")
subindent = " " * 2 * (level + 1)
for file in files:
print(f"{subindent}{file}") |