Optimize context window utilization for this RAG system step by step. Current Configuration: {{current_setup}} Context Window Size: {{context_limit}} Typical Query Patterns: {{query_patterns}} Step 1: Measure current context utilization distribution Step 2: Analyze which components consume most context Step 3: Identify redundancy in system prompts Step 4: Evaluate document summarization opportunities Step 5: Design dynamic context allocation by query type Step 6: Implement priority-based context selection Step 7: Test impact on response quality Provide optimized configuration with expected efficiency gains.
Chain-of-Thought: Context Window Optimization
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Systematic context window optimization for improved efficiency
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AnalysisUse Cases
Context optimizationToken efficiencyWindow management
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claude-sonnet-4-20250514gpt-4o
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