SecureInfo Concierge

SecureInfo Concierge is an educational platform simulating a sophisticated financial assistant application. It integrates LLM capabilities with database retrievals, designed to teach secure data handling and interactions.

Features

• FastAPI backend with RESTful services
• Azure OpenAI integration for intelligent responses
• SQLite database for storing financial data
• JWT-based authentication for secure endpoints
• Minimalist web interface for user interactions

Quick Start

1. Install dependencies:

   pip install -r requirements.txt

2. Run the application (recommended for development):

   uvicorn app.main:app --host 0.0.0.0 --port 8000 --reload --reload-dir app

   This will restart the server automatically when you change code in the app directory.

3. Access the application in your web browser on port 8000

4. If you want to login, use the following default credentials:

   • Username: johndoe
   • Password: secret

Project Structure

• app/: Main application directory
  • api/: API routes and endpoints
  • auth/: Authentication related code
  • database/: Database connection and queries
  • models/: LLM service implementation
  • static/: Static assets (CSS, JavaScript)
  • templates/: HTML templates
• data/: Directory for storing the SQLite database
• Dockerfile: Instructions for building the Docker image
• docker-compose.yml: Docker Compose configuration
• requirements.txt: Python dependencies

Main Components

• API Endpoint: The app/api/secure-query endpoint processes all financial queries and returns AI-generated responses
• LLM Service: The app/models/llm_service.py manages OpenAI interactions and query interpretation
• Dashboard: The main interface at app/templates/dashboard.html for submitting queries and viewing responses
• Login Page: The authentication interface at app/templates/index.html for user access management