user
Provide this analysis:
The notebook summary contains text “With this cookbook we were able to see how to: Generate a dataset of evaluations using PDF context-stuffing (leveraging vision modality of 4o) and traditional PDF readers”
Question: Was there any such “context-stuffing leveraging vision modality” described at all in the notebook?
assistant
Upon careful examination of the provided notebook, I can confirm:
- The notebook does not contain any explicit implementation or mention of “PDF context-stuffing leveraging the vision modality” of GPT-4o or any other vision-related capability.
- All PDF handling operations within the notebook are performed using traditional textual extraction methods (
PyPDF2), without leveraging GPT-4o’s vision modality to interpret or understand the PDF layout visually.
It would be a good idea to inform developers that user role’s file_input content attachments of PDFs placed as input do NOT end up in vector stores and are outside the scope of the cookbook! (instead, indeed stuffing the context full with images and text)
Direct “attachment” is described here:
https://platform.openai.com/docs/guides/pdf-files?api-mode=responses