StackSketch is an AI-powered tool that generates, edits, and maintains software system diagrams with real-time collaboration, deep code understanding. Designed with solutions archiects in mind, StackSketch autmotes the diagram creation process to make time for strategic, high-level design and innovation

• Create architecture, UML, enitity relationship diagramss and more from scratch using vague or detailed prompts.
• Supports multiple architecture styles: Monolith, Microservices, Serverless, etc.
• Apply design constraints (e.g., AWS, GCP, Azure services, specific frameworks).
• Suggest multiple layout options and architectural strategies.
• Export to Confluence, PNG, or SVG.

• Edit any diagrams live with teammates.
• Suggest smart edits based on code changes or new requirements.
• Track and highlight architecture-impacting updates automatically.
• Maintain multiple diagrams per project with full version history.

• The alogrithm will use RAG to understand your codebase and instantly generate diagrams using semantic search.
• Query your current codebase:
  "How does the login system work?"
  "Where is the business logic for payment validation?"
• Trace feature flows across files and layers, with file path links in generated visuals.
• Automatically update diagrams as your code evolves.
• Onboarding Made Easy

• Powered by a fine-tuned LLaMA 3 2B model.
• Uses A fine-tuned model to provide code-accurate insights.
• Refines understanding with code context, not just comments or docstrings.

• Help new developers onboard faster with interactive architectural overviews and smart, visual queries that explain your codebase from day one.

1. Clone the repository:

    git clone [<repository-url>](https://github.com/NightingaleX03/SpurHacks.git)
   

2. Run Backend:

Open a new terminal and navigate to the server directory, create a virtual environment, and install the required dependencies:

 cd server
 python3 -m venv venv
 source venv/bin/activate    # On Windows, use: venv\Scripts\activate
 pip install -r requirements.txt

Then, run the command below. The backend will be running at: http://127.0.0.1:8000 Swagger API docs available at: http://127.0.0.1:8000/docs

  uvicorn main:app --reload

3. Run Frontend Open a terminal and navigate to the server directory and install dependancies.

     cd client
     npm i
   

Once node_modules are added, run the command below, frontend will be running at: http://localhost:4200

  ng serve