Datasets:
| { | |
| "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 | |
| } | |
| }, | |
| "multi_modal": { | |
| "enabled": true, | |
| "strategies": [ | |
| "textual", | |
| "contextual", | |
| "semantic" | |
| ] | |
| } | |
| }, | |
| "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": { | |
| "versioning": { | |
| "max_versions": 10, | |
| "auto_prune": true | |
| }, | |
| "visualization": { | |
| "enabled": true, | |
| "output_format": [ | |
| "networkx", | |
| "graphviz", | |
| "json" | |
| ] | |
| } | |
| }, | |
| "logging": { | |
| "level": "INFO", | |
| "console_output": true, | |
| "file_output": true, | |
| "log_dir": "logs/knowledge_graph" | |
| }, | |
| "performance": { | |
| "max_concurrent_tasks": 4, | |
| "memory_limit_mb": 2048, | |
| "cache_enabled": true, | |
| "cache_expiry_minutes": 60 | |
| } | |
| } |