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Here's a quick way to start this running if you're using uv:

    cd /tmp
    git clone https://github.com/microsoft/tinytroupe
    cd tinytroupe
    OPENAI_API_KEY='your-key-here' uv run jupyter notebook
I used this pattern because my OpenAI key is stashed in a LLM-managed JSON file:

    OPENAI_API_KEY="$(jq -r '.openai' "$(dirname "$(llm logs path)")/keys.json")" \
      uv run jupyter notebook
(Which inspired me to add a new LLM feature: llm keys get openai - https://github.com/simonw/llm/issues/623)


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