The Stack

Input a partial code snippet.

The Code LLM analyzes the context.

The model generates potential code completions.

The user selects the most appropriate suggestion.

Input a code function or class.

The Code LLM analyzes the code structure and comments.

The model generates a documentation string.

The documentation is integrated into the codebase.

Input code in the source language.

The Code LLM analyzes the code structure and semantics.

The model generates equivalent code in the target language.

The translated code is reviewed and refined.

Input a code file.

The Code LLM analyzes the code for common error patterns.

The model highlights potential bugs and vulnerabilities.

The developer reviews and fixes the identified issues.

Input a code file or module.

The Code LLM analyzes the code structure and comments.

The model generates a summary of the code's purpose and functionality.

The summary is used for documentation or code review.

Input a natural language description of the desired functionality.

The Code LLM analyzes the description and identifies key requirements.

The model generates code that implements the described functionality.

The generated code is tested and refined.