autogluon/autogluon-assistant
Multi-Agent System Powered by LLMs for End-to-end Multimodal ML Automation
The system uses a node-based manager with Monte Carlo Tree Search (MCTS) to orchestrate multiple specialized agents that collaboratively handle data preprocessing, model selection, and hyperparameter tuning. It supports multiple LLM providers (AWS Bedrock, OpenAI, Anthropic, SageMaker) and exposes functionality through CLI, Python API, WebUI, and MCP interfaces, with a dedicated chat mode for non-code ML guidance.
257 stars and 37 monthly downloads. Available on PyPI.
Stars
257
Forks
50
Language
Python
License
Apache-2.0
Category
Last pushed
Jan 30, 2026
Monthly downloads
37
Commits (30d)
0
Dependencies
36
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