Context Compression: Reducing LLM Token Waste by 40%

In production-level RAG (Retrieval-Augmented Generation) systems, tokens are currency . Every unnecessary word fed into the LLM's context window increases your monthly bills and slows down API latency. Here is the engineering guide to Context Compression(TM) - maximizing information density per token. The Logic of Pruning Most raw documents are bloated with linguistic fluff. By converting standard paragraphs into high-density logical op