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Multimodal: Vision, Charts, and Transcription
Using a sub-agent (Haiku) for extraction

Using a sub-agent (Haiku) for extraction

Demonstrates a sub-agent workflow: generate a focused extraction prompt, extract from PDFs (converted to images), and then produce a final response.

  • Upstream notebook: multimodal/using_sub_agents.ipynb

What to focus on

  • Sub-agent division of labor (extract vs synthesize)
  • Converting PDFs to images for robust extraction
  • Keeping intermediate artifacts auditable

Run locally 

make test-notebooks NOTEBOOK=multimodal/using_sub_agents.ipynb
Crop tool for image analysis