Pre-process Inputs to Remove Noise

Before sending documents to an LLM, strip HTML tags, remove boilerplate headers/footers, and deduplicate repeated content. Pre-processing can reduce input tokens by 30-50% for web-scraped or document-heavy workflows without losing meaningful content.