Intermediate
Context Windows
What 200K tokens means in practice — how context length affects retrieval, analysis, and cost.
What You Will Learn
- How many pages, words, or code lines fit in 200K tokens
- Context window vs retrieval: when long context replaces RAG
- Attention degradation at extreme context lengths
- Cost implications of large context windows
- Strategies for managing context efficiently
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