smart-nbconvert is a tool for automatically generating detailed reports from Jupyter Notebooks with the help of LLMs. This python script processes the notebook, notebook, extracts key content, and converts it into a structured markdown report. It also handles inline images, etc.
pip install -r requirements.txt# export your openai key if you haven't already
export OPENAI_API_KEY="your_openai_api_key"
# simple usage
python smart_nbconvert.py --notebook examples/anthropic_analysis.ipynb
# more controls
python smart_nbconvert.py \
--notebook examples/anthropic_analysis.ipynb \
--model gpt-4o \
--instructions "How to reduce latency" \
--output report.md
MIT License