Equation 9 · The Hidden Infrastructure Bill Behind Every RAG Answer
What does this equation mean?
Read the formula alongside the article passage below. Each part has a deeper page with its role in the equation, the supporting passage and nearby citations.
the number of extra context tokens each call would need to carry in place of what retrieval would otherwise have selected. Read the equation part by part below; each part has a contextual explanation and a link to its mathematical background.
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Symbol E
the number of extra context tokens each call would need to carry in place of what retrieval would otherwise have selected.
How to interpret it
Read this expression with the definitions, units, and assumptions supplied by the article.
What the article says around this equation
where E is the number of extra context tokens each call would need to carry in place of what retrieval would otherwise have selected, and is the applicable — possibly long-context-tiered — input price.
Sources cited in the article section
- [1] API Pricing ↗
- [11] Gemini Developer API Pricing ↗
- [10] Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach ↗
These citations give research context. Read each source to check which claims it supports.
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