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🔄 Ring Topology in Hierarchical Search Visualization
The ring topology in IRCP provides a **circular ordering** that preserves both local and global conversation structure, enabling sophisticated visualization of your conversation patterns.
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The ring topology in IRCP provides a **circular ordering** that preserves both local and global conversation structure, enabling sophisticated visualization of your conversation patterns.
The ring structure captures: - **Local connections**: Adjacent message relationships - **Global patterns**: How conversations loop back to earlier themes - **Structural preservation**: Maintains conversation topology
### **1. Ring-Based Clustering** Messages that are connected in ring space appear together:
<function_calls> <invoke name="run_terminal_cmd"> <parameter name="command">source tpo_env/bin/activate && python train_ircp_full_dataset.py --test-only
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