Autonomous Market Intelligence Platform Backend

This is a production-ready, clean-architecture Python FastAPI backend for the Autonomous Market Intelligence Platform.

Technology Stack

• Python 3.11
• FastAPI
• Pydantic v2
• Uvicorn (Dev server)
• Pytest & HTTPX (Testing)

Project Structure

backend/
├── app/
│   ├── __init__.py
│   ├── main.py
│   ├── routes/
│   │   ├── __init__.py
│   │   ├── analyze.py
│   │   └── collect.py
│   ├── collectors/
│   │   ├── __init__.py
│   │   ├── ddgs_collector.py
│   │   ├── news_collector.py
│   │   └── competitor_collector.py
│   ├── intelligence/
│   │   ├── __init__.py
│   │   ├── signals.py
│   │   └── opportunities.py
│   ├── models/
│   │   ├── __init__.py
│   │   ├── evidence.py
│   │   ├── signal.py
│   │   ├── opportunity.py
│   │   ├── threat.py
│   │   ├── market_pulse.py
│   │   └── analysis.py
│   └── services/
│       ├── __init__.py
│       └── analysis_service.py
├── requirements.txt
└── README.md

Running the Application

1. Install dependencies:

   pip install -r requirements.txt

2. Start the FastAPI server:

   python -m uvicorn app.main:app --reload

3. Access OpenAPI documentation: Open http://localhost:8000/docs in your browser.

Running Tests

Execute tests from the backend/ directory:

python -m pytest