About
MDAgents is a novel framework for medical decision-making that automatically assigns collaboration structures for teams of LLMs based on task complexity. The framework emulates real-world medical decision-making processes by adapting solo or group collaboration to tasks of different complexities, achieving best performance in seven out of ten medical benchmarks with up to 11.8% improvement over previous multi-agent settings.
Tech Stack
PythonOpenAI APIGoogle GenAIGPT-4GPT-4VGemini Pro
Research Paper
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conda create -n mdagents python>=3.9 && pip install -r requirements.txt && conda activate mdagents