This task can be performed using DeepCode
DeepCode: Turn papers and prompts into full-stack running code
Best product for this task
DeepCode
tech
DeepCode is an open multi-agent coding framework that converts research papers and natural language specs into production-ready front-end and back-end code. It combines Paper2Code, Text2Web, and Text2Backend pipelines with both CLI and web interfaces for research, prototyping, and full project generation.
What to expect from an ideal product
- DeepCode reads research papers and automatically extracts the key algorithms and methods to generate working code without manual programming
- The multi-agent system breaks down complex papers into smaller parts, then builds both frontend interfaces and backend logic that actually runs
- You can input natural language descriptions of what you want to build and DeepCode handles all the technical implementation details
- The framework connects research concepts directly to production code through specialized pipelines that understand academic writing and convert it to functional applications
- Both command-line tools and web interfaces let you go from paper or idea to a complete running project without writing code yourself
