Total Document Tokens
0
0 words total
Total Ingested Chunks
0
0 sliding windows
Overlap Redundancy
0%
0 wasted tokens
Memory Efficiency
0%
0% limit used
Sliding Context Window Timeline
Interactive D3 Chunk Distribution & Memory Allocation
Semantic Context Saturation & Overlap Loss
Cumulative Token Overhead vs Unique Information Retained
Active Chunk Token Inspector
Highlighted tokens inside current context frame
Local LLM Ingestion Pipeline Spec
{}Ingestion Workbench Status & Mastery State
Pipeline Initialized: Loaded representative fixture.