CLAPP是专为宇宙学代码CLASS设计的对话式编程助手。
CLAPP: The CLASS LLM Agent for Pair Programming
- 用大模型+领域检索实现对话式代码生成与调试
- 支持问答、写代码、画图，还带实时执行环境
- 适合不熟悉AI工具的宇宙学研究者快速上手
我们提出CLAPP（CLASS LLM Agent for Pair Programming），一个面向爱因斯坦-玻尔兹曼求解器CLASS的交互式AI助手。CLAPP结合大语言模型（LLMs）与领域特定检索，提供对话式编码支持，涵盖CLASS相关问题解答、代码生成、错误调试和图表绘制。其架构融合多智能体语言模型调度、对CLASS文档的语义搜索以及实时Python执行环境。作为用户友好的Web应用部署，CLAPP降低了不熟悉AI工具的科研人员使用门槛，提升了计算与数值宇宙学中人机协作效率。应用地址：https://classclapp.streamlit.app
原文摘要 · Abstract (English)
We introduce CLAPP (CLASS LLM Agent for Pair Programming), an interactive AI assistant designed to support researchers working with the Einstein-Boltzmann solver CLASS. CLAPP leverages large language models (LLMs) and domain-specific retrieval to provide conversational coding support for CLASS-answering questions, generating code, debugging errors, and producing plots. Its architecture combines multi-agent LLM orchestration, semantic search across CLASS documentation, and a live Python execution environment. Deployed as a user-friendly web application, CLAPP lowers the entry barrier for scientists unfamiliar with AI tools and enables more productive human-AI collaboration in computational and numerical cosmology. The app is available at https://classclapp.streamlit.app
Thank you to arXiv for use of its open access interoperability. PaperDance 不是 arXiv 官方产品；中文卡片由大模型生成，请以原文为准。