Abstract Algorithms
Abstract Algorithms

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token optimization

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Context Window Management: Strategies for Long Documents and Extended Conversations

TLDR: ๐Ÿง  Context windows are LLM memory limits. When conversations grow past 4K-128K tokens, you need strategies: sliding windows (cheap, lossy), summarization (balanced), RAG (selective), map-reduce

Mar 29, 2026โ€ข20 min read

Abstract Algorithms ยท ยฉ 2026 ยท Engineering learning lab