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"""
Knowledge Graph Extraction and Processing
This module handles the second stage of the agent monitoring pipeline:
- Knowledge graph extraction from text chunks
- Multi-agent crew-based knowledge extraction
- Hierarchical batch merging of knowledge graphs
- Knowledge graph comparison and analysis
Functional Organization:
- knowledge_extraction: Multi-agent crew-based knowledge extraction
- graph_processing: Knowledge graph processing and sliding window analysis
- graph_utilities: Graph comparison, merging, and utility functions
Usage:
from agentgraph.extraction.knowledge_extraction import agent_monitoring_crew
from agentgraph.extraction.graph_processing import SlidingWindowMonitor
from agentgraph.extraction.graph_utilities import KnowledgeGraphMerger
"""
# Import main components
from .knowledge_extraction import (
agent_monitoring_crew_factory,
create_agent_monitoring_crew,
extract_knowledge_graph_with_context
)
from .graph_processing import SlidingWindowMonitor
from .graph_utilities import (
GraphComparisonMetrics, KnowledgeGraphComparator,
KnowledgeGraphMerger
)
__all__ = [
# Knowledge extraction
'agent_monitoring_crew_factory',
'create_agent_monitoring_crew',
'extract_knowledge_graph_with_context',
# Graph processing
'SlidingWindowMonitor',
# Graph utilities
'GraphComparisonMetrics', 'KnowledgeGraphComparator',
'KnowledgeGraphMerger'
] |