CopilotChat

CopilotChat is an AI-powered code generation tool that uses large language models (LLMs) to produce code based on user-defined test cases and optional requirement descriptions. It follows a test-driven development (TDD) workflow: developers define inputs and expected outputs, optionally add a description, and the LLM generates code. CopilotChat then validates the generated code against the test cases. If a test fails, it iteratively interacts with the LLM to refine the code until all test cases pass. This approach ensures generated code meets specified requirements and passes tests. The tool is demonstrated with JavaScript examples, such as parsing Git URLs.

Key Benefits

• Iteratively refines code until all test cases pass
• Supports test-driven development by defining test cases
• Leverages LLM for automatic code generation
• Validates generated code against defined test cases