Code generation method based on multi-agent self-reflection framework
Through the code generation method based on the multi-agent self-reflection framework, the problem of unstable code generation quality in the existing technology is solved, and more efficient and intelligent code generation and error repair are achieved.
Patent Information
- Application Number
- CN202411756166.6
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-12-03
- Publication Date
- 2025-03-21
AI Technical Summary
The existing code generation technology has significant shortcomings in the reliability of code generation quality, the stability of prompts, the efficiency of multi-agent collaboration, and the intelligence of error repair, which limits its application potential in complex programming tasks.
A code generation method based on the multi-agent self-reflection framework is adopted, and a self-reflection mechanism and pruning optimization mechanism are introduced through steps such as prompt generation, test case generation, code generation and result inspection to ensure the generated code quality and efficiency.
It effectively solves the problems of syntax errors, logical defects and semantic incompleteness in code generation, improves the reliability and quality of code generation, and improves the efficiency of multi-agent collaboration and the intelligence level of error repair.