🧠 system-designer-AI - AI-Powered Software Architecture Advisor 🚀

Welcome to system-designer-AI! 🎉 Your go-to tool for smart, AI-powered software architecture decisions. Let system-designer-AI be your personal architecture assistant, guiding you through complex choices with ease and precision. 🌟 system-designer-AI leverages cutting-edge AI to recommend the best architecture patterns, databases, and security measures based on your project’s unique needs. 🚀 Say goodbye to hours of decision-making! ⏳✨

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🛠️ Features 🔥

• Architecture Decisions 🏛️: Discover the perfect architecture pattern like Microservices, Monolithic, or Serverless!
• Database Choices 📊: Get tailored database recommendations based on your project’s size and complexity.
• Security Measures 🔐: Implement top-notch security with GDPR, HIPAA, SOC2, and more compliance standards.
• Machine Learning Capabilities 🤖: Select the ideal ML model and set performance metrics that fit your needs.
• Performance Monitoring 📉: Track and optimize your system's performance with detailed metrics and targets.
• Audit & Compliance ✅: Ensure your project meets the highest standards of auditing and compliance.

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🌍 Why system-designer-AI? 🌟

• Fast, Smart Decisions ⏱️: Get instant, AI-driven architecture recommendations tailored to your project.
• Structured Outputs 📋: Receive structured JSON outputs that can be directly integrated into your project planning.
• Scalability Focused 📈: Make sure your architecture is scalable for future growth.
• Security First 🔐: Your security is paramount! Ensure compliance with industry standards.
• Customizable 🔄: Adapt recommendations to suit your specific needs.

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🗂️ Project Structure 📁

The project is structured as follows:

system-designer-AI/
├── app/
│ ├── main.py           # Main application logic and routes
│ ├── prompts.py        # Contains the prompt templates for the AI models
│ └── ui_components.py  # Defines UI components for Streamlit interface
│
├── core/
│ ├── model_chain.py    # Contains the logic for chaining AI models together
│ ├── schemas.py        # Defines Pydantic models and data schemas
│ └── utils.py          # Utility functions for data processing and handling
│
├── config/
│ ├── settings.py       # Stores environment settings and app configurations
│ └── constants.py      # Contains constant values used throughout the project
│
├── .env                # Environment variables for sensitive keys and config
├── .gitignore          # Git ignore file to exclude files from version control
├── requirements.txt    # List of Python dependencies
├── README.md           # Project documentation and overview
└── LICENSE             # Project's open-source license

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🔧 How to Use system-designer-AI 🚀

1. Clone the Repository 🧳:

   git clone https://github.com/andredisa/system-designer-AI.git

2. Install Dependencies 🖥️:

   cd system-designer-AI
   pip install -r requirements.txt

3. Create Your Custom Prompt 📝:

   Modify the prompts.py file to describe your project and receive personalized recommendations. ✨

4. Run the System 🏃‍♂️:

   Launch system-designer-AI to generate detailed architecture suggestions:

   python app/main.py

5. Review Your Results 📊:

   system-designer-AI will output a JSON object with detailed recommendations on architecture, security, databases, and more. 📃

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🔍 Example Output 🎯

Here’s a sample of the architecture advice system-designer-AI will generate for you:

{
    "architecture_decision": {
        "pattern": "microservices",
        "rationale": "Microservices architecture allows for better scalability and independent deployment.",
        "trade_offs": {
            "advantage": ["scalability", "independent deployment", "fault isolation"],
            "disadvantage": ["complexity", "data consistency issues"]
        },
        "estimated_cost": {
            "implementation": 50000,
            "maintenance": 20000
        }
    },
    "database_choice": "nosql",
    "security_measures": [{
        "measure_type": "encryption",
        "implementation_priority": 1,
        "compliance_standards": ["gdpr"],
        "estimated_setup_time_days": 30
    }],
    "performance_requirements": [{
        "metric_name": "latency",
        "target_value": 100,
        "measurement_unit": "ms",
        "priority": 1
    }]
}

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⚙️ Technologies Used 💻

• Python 🐍: Backend development and AI processing.
• Flask 🌐: Lightweight framework for handling requests and serving recommendations.
• OpenAI GPT 🤖: Harnesses the power of AI to generate architecture suggestions.
• JSON 📊: Structured output for easy integration and readability.

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🛡️ Security & Compliance 🔒

system-designer-AI ensures that your architecture recommendations align with key security and compliance standards, including:

• GDPR 📜: For protecting user data in the EU.
• HIPAA 🏥: For handling sensitive healthcare information.
• SOC2 🏢: Ensuring secure processes and systems for businesses.
• PCI-DSS 💳: For secure payment processing and financial systems.

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🤝 Contributing to system-designer-AI 🌟

🎉 Contributions are more than welcome!

If you find a bug 🐞, have a feature request ✨, or want to improve the code 💻:

• Open an Issue
• Submit a Pull Request 🚀

💬 Feel free to reach out on GitHub or by email!

Let’s build this together!

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📜 License

📄 This project is released under the MIT License.
Please refer to the LICENSE file for full details.

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☕ Support Me

If you find my work useful and would like to support me, you can buy me a coffee! Your support helps me keep creating and improving my projects. Thank you! 😊

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🧑‍💻✨ Happy coding