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uvx --refresh --from "langgraph-cli[inmem]" --with-editable . --python 3.11 langgraph dev
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```
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## How it works
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People Researcher Agent follows a multi-step research and extraction workflow that separates web research from schema extraction, allowing for better resource management and comprehensive data collection:
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