MLSysOps/MLE-agent
🤖 MLE-Agent: Your intelligent companion for seamless AI engineering and research. 🔍 Integrate with arxiv and paper with code to provide better code/research plans 🧰 OpenAI, Anthropic, Gemini, Ollama, etc supported. :fireworks: Code RAG
Implements a multi-agent system with autonomous code execution, debugging loops, and built-in defect detection through debugger-coder interactions. Provides local RAG capabilities for project-specific context, file system introspection, and integrated access to research repositories (arXiv, Papers with Code) for SOTA method discovery. Supports autonomous task completion in end-to-end ML workflows including Kaggle competitions, with CLI, web UI, and Discord interfaces alongside core LLM flexibility.
1,524 stars and 61 monthly downloads. No commits in the last 6 months. Available on PyPI.
Stars
1,524
Forks
103
Language
Python
License
MIT
Category
Last pushed
Jul 27, 2025
Monthly downloads
61
Commits (30d)
0
Dependencies
22
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