Data

Tools

Indexes

Applications

Experiments

Awesome

An open API service indexing awesome lists of open source software.

https://github.com/andredisa/system-designer-ai

🧠 Welcome to system-designer-AI! Your AI-powered tool for smart software architecture decisions. system-designer-AI guides you with precision, recommending the best architecture patterns, databases, and security measures for your project's unique needs.
https://github.com/andredisa/system-designer-ai

ai flask openai-api python softwarearchitecture

Last synced: 3 months ago
JSON representation

🧠 Welcome to system-designer-AI! Your AI-powered tool for smart software architecture decisions. system-designer-AI guides you with precision, recommending the best architecture patterns, databases, and security measures for your project's unique needs.

Awesome Lists containing this project

README 

          
# 🧠 **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! ⏳✨



---



## 🛠️ **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.



---



## 🌍 **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. 



---



## 🗂️ **Project Structure** 📁



The project is structured as follows:



```bash

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

```



---



## 🔧 **How to Use system-designer-AI** 🚀



1. **Clone the Repository** 🧳:



    ```bash

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

    ```



2. **Install Dependencies** 🖥️:



    ```bash

    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:



    ```bash

    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. 📃



---



## 🔍 **Example Output** 🎯



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



```json

{

    "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

    }]

}

```



---



## ⚙️ **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.



---



## 🛡️ **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.



---



## 🤝 **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](https://github.com/andredisa/system-designer-AI/issues)  

- Submit a [Pull Request](https://github.com/andredisa/system-designer-AI/pulls) 🚀  



>💬 Feel free to reach out on [GitHub](https://github.com/andredisa) or by [email](mailto:andreadisanti22@gmail.com)!



Let’s build this together!



---



## 📜 License



📄 This project is released under the **MIT License**.  

Please refer to the [LICENSE](LICENSE) file for full details.



---



## ☕ 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! 😊



Buy Me A Coffee



---



### 🧑‍💻✨ Happy coding