Codestral Hackathon: 24 Hours Challenge

Start

Cat Astronaut

Gia Huy Thai

VuNam

taoducminh

Our project automates transforming wireframe designs into Python code using advanced language models and frameworks like LLaMA3, Django, and Codestral, ensuring accurate, efficient, and high-quality code generation.

LLaMA3 analyzes wireframe information, extracts components, identifies necessary APIs (inputs and outputs), and designs the database schema, translating functionalities into detailed specifications. Using this schema, Django models are created to represent data structures. Django's robustness and scalability make it ideal for web application development. Codestral, known for superior Python code generation, creates clean, efficient, and maintainable code, challenging its capabilities with Django's complexity.
Finally, the list of APIs and Django models are input into Codestral to generate precise and functional Python code. This automated process ensures consistent and accurate implementation, adhering to design specifications from wireframe analysis.

Integration of LLaMA3, Django, and Codestral offers several benefits:
- Efficiency: Reduces development time and effort.
- Accuracy: Ensures precision in translating design specifications into code.
- Consistency: Uses standardized frameworks for uniformity.
- Scalability: Modular code allows for easy scaling.
- Innovation: Encourages rapid prototyping and iteration.
Challenges include ensuring LLaMA3 accurately interprets wireframes and integrating generated code into workflows. 
Future enhancements include supporting more programming languages and integrating AI-driven features like automated testing and debugging, further streamlining development and enhancing application quality.

Our project automates the conversion of wireframes into Python code using advanced language models like LLaMA3 and Codestral, along with the Django framework. This integration streamlines software development, enhances accuracy, and boosts productivity.

"Cat Astronaut team on Codestral Hackathon: 24 Hours Challenge Hackathon"

Team Idea

Submission