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config/knowledge_graph_config.yaml

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+# Knowledge Graph Configuration
+
+knowledge_graph:
+  version: 2.1.0
+
+# Entity Extraction Configuration
+entity_extraction:
+  models:
+    spacy:
+      model_name: en_core_web_trf
+      confidence_threshold: 0.7
+    huggingface:
+      model_name: allenai/scibert_scivocab_uncased
+      confidence_threshold: 0.6
+    visual:
+      ocr_enabled: true
+      object_detection_enabled: false
+  multi_modal:
+    enabled: true
+    strategies: 
+      - textual
+      - visual
+      - contextual
+    reconciliation:
+      deduplication_threshold: 0.8
+      confidence_threshold: 0.7
+
+# Domain-Specific Evaluation Configuration
+domain_evaluation:
+  enabled: true
+  metrics:
+    - entity_recognition
+    - relationship_inference
+    - semantic_similarity
+    - contextual_coherence
+    
+  evaluation_strategies:
+    precision_recall_balance: 0.5
+    semantic_similarity_weight: 0.3
+    contextual_coherence_weight: 0.2
+
+# Cross-Domain Reasoning Configuration
+cross_domain_reasoning:
+  enabled: true
+  domains:
+    - physics
+    - technology
+    - engineering
+    
+  reasoning_strategies:
+    - logical_inference
+    - hypothesis_generation
+    - probabilistic_reasoning
+    
+  inference_parameters:
+    similarity_threshold: 0.6
+    max_inference_depth: 3
+    confidence_threshold: 0.7
+
+# Relationship Mapping Configuration
+relationship_mapping:
+  confidence_scoring:
+    base_weight: 0.5
+    semantic_proximity_weight: 0.3
+    type_compatibility_weight: 0.2
+  max_relationship_distance: 3
+  pruning_threshold: 0.4
+
+# Graph Construction Configuration
+graph_construction:
+  versioning:
+    max_versions: 10
+    auto_prune: true
+  visualization:
+    enabled: true
+    output_format: 
+      - networkx
+      - graphviz
+      - json
+
+# Schema Evolution Configuration
+schema_evolution:
+  enabled: true
+  versioning:
+    max_versions: 10
+    backup_frequency: daily
+    
+  update_strategies:
+    - incremental
+    - semantic_inference
+    - backward_compatible
+    
+  reconciliation:
+    deduplication_threshold: 0.85
+    type_inference_confidence: 0.75
+
+# Performance and Resource Configuration
+performance:
+  max_concurrent_tasks: 8
+  memory_limit_mb: 2048
+  cache_enabled: true
+  cache_expiry_minutes: 60
+  memory_threshold: 0.8
+  processing_timeout: 300  # seconds
+
+# Logging Configuration
+logging:
+  level: DEBUG
+  console_output: true
+  file_output: true
+  output_formats:
+    - console
+    - file
+  log_dir: logs/knowledge_graph
+  log_retention_days: 30
+
+# Experimental Features
+experimental:
+  quantum_inspired_reasoning: false
+  advanced_embedding_techniques: true