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Topological Mincut Partitioning (CONCEPT:KG-2.5)

Overview

Dynamic Louvain partitioning with Label Propagation fallback to identify emergent topological clusters and communities.

Implementation Details

  • Source Code: agent_utilities/knowledge_graph/core/topological_partition.py
  • Pillar: KG

Documentation Coverage

This is an auto-generated dedicated concept page to ensure 100% documentation coverage across the ecosystem.

Topological Analogy Engine (CONCEPT:KG-2.5)

Overview

Leverages exact subgraph isomorphism (networkx VF2) and vectorized embeddings (EncPI) to find analogous subgraphs across different domains (cross-domain innovation extraction).

Implementation Details

  • Source Code: agent_utilities/knowledge_graph/core/analogy_engine.py
  • Pillar: KG

Documentation Coverage

This is an auto-generated dedicated concept page to ensure 100% documentation coverage across the ecosystem.

Topological Graph Visualization (CONCEPT:KG-2.6)

Overview

Scalable WebGL-based Knowledge Graph visualization engine using Sigma.js and ForceAtlas2 physics for the agent-webui. Implements intelligent mass assignment and radial clustering for 100K+ scale.

Implementation Details

  • Source Code: agent-webui/src/components/knowledge-graph/
  • Pillar: KG

Documentation Coverage

This is an auto-generated dedicated concept page to ensure 100% documentation coverage across the ecosystem.

Spectral Cluster Navigator (CONCEPT:KG-2.5)

Overview

Tuning-free spectral clustering using normalized Laplacian eigengap heuristics for automatic k-selection. OWL-integrated via skos:Concept alignment with broader/narrower edges. Financial regime detection extension. Adapted from contextplus's clustering.ts.

Implementation Details

  • Source Code: agent_utilities/knowledge_graph/core/spectral_navigator.py
  • Pillar: KG

Documentation Coverage

This is an auto-generated dedicated concept page to ensure 100% documentation coverage across the ecosystem.

Symbol Blast Radius Analyzer (CONCEPT:KG-2.5)

Overview

Regex-based symbol usage tracking across Python codebases with definition-line exclusion, low-usage warnings, and KG integration via BlastRadiusNode. Impact scoring uses log-scaled usage count × file diversity. Adapted from contextplus's blast-radius.ts.

Implementation Details

  • Source Code: agent_utilities/knowledge_graph/core/blast_radius.py
  • Pillar: KG

Documentation Coverage

This is an auto-generated dedicated concept page to ensure 100% documentation coverage across the ecosystem.

Auto-Similarity Memory Graph (CONCEPT:KG-2.3)

Overview

Auto-creates SIMILAR_TO edges between KG memory nodes when cosine similarity ≥ threshold (default 0.72). Exponential decay scoring with stale edge pruning and hub control. Adapted from contextplus's memory-graph.ts. Implemented as the AutoSimilarityLinker class.

Implementation Details

  • Source Code: agent_utilities/knowledge_graph/memory/optimization_engine.py
  • Pillar: KG

Documentation Coverage

This is an auto-generated dedicated concept page to ensure 100% documentation coverage across the ecosystem.