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Reducing RAG token costs through optimized web scraping

Raw HTML processing in an RAG pipeline drives up LLM token costs.

Published 19sem1 sourceupdated 3sem

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A single article or product page can exceed 2 MB of raw data.

Using tiktoken (OpenAI) generates roughly 30,000 tokens per page.

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Auto-synthesis from 1 media source · identified on April 23, 2026

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