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Quiz · 4 questions

🗂️ Context Windows, Vision, PDFs, and Documents

Long context budgets, multimodal inputs, the Files API, and right-sizing your context

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Quiz

01You have an 80K-token document and a 1-line question. Where should the question go in the user message?
02Why resize images before sending them to Claude vision?
03Which scenario most clearly justifies the Files API over inline document blocks?
04What is the main reason cwkPippa centralizes prompt assembly in a Context Engine?
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