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LlamaIndex Adaptive PDF Parser Simulator

Dynamic DynamicNodeParser dynamic routing vs Monolithic parsing tradeoffs
1. Batch Page Profiler 4 Pages
2. Router Rules & Thresholds
Scan Vision OCR (Image Ratio) 0.60
Table Layout Parser (Density) 2
Fast Text Reader (Max Chars) 2000
Page Layout Visual Inspection Page 1: Scanned Cover
LlamaIndex Dynamic Node Router DAG
Pipeline Telemetry & Proof 100% VERIFIED
70% Cost Reduction
+18% Accuracy
Uniform Monolithic Cost $0.040 Heavy Vision Engine
Adaptive Router Cost $0.012 -$0.028 (-70%)
Uniform Accuracy 72% Table Loss / OCR Noise
Adaptive Accuracy 90% +18% Gain
Page Routed Parser Cost Speed Acc
LlamaIndex Pipeline JSON Config
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