Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
项目已完成,请求合并
项目名称:面向 PikaPython 的 AI 驱动 Python-C 编译加速器与自动化验证平台设计
方案描述:
1.项目目标:
构建完整的AI驱动Python到C语言编译加速方案,通过智能转换关键函数为C扩展模块,显著提升PikaPython在嵌入式设备上的性能,目标达到10-50倍性能提升。
2.技术路线:
AI编译agent:使用Langgraph调用大语言模型分析Python函数的动态类型和逻辑,生成高效的C代码
Playground验证基础设施:构建完整的JSON API服务,提供固件编译、模拟运行、错误代码收集、批量测试的全套闭环验证功能
提供agent的工具功能:使用MCP技术为agent提供编译构建、单元测试等工具
可视化界面:使用html、CSS构建前端页面,使用Quart构建后端操作
3.核心功能:
AI驱动的Python到C代码转换
自动化测试验证流水线
性能对比分析可视化
嵌入式仿真环境