참고소스 수정본

참고/ontocast-main/ontocast/tool/__init__.py

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+"""Tool package for OntoCast.
+
+This package provides a collection of tools that support the OntoCast workflow,
+including document processing, ontology management, triple store operations,
+and LLM interactions.
+
+The package includes:
+- LLMTool: Language model interaction and prompting
+- OntologyManager: Ontology loading and management
+- TripleStoreManager: Abstract interface for triple store operations
+- FusekiTripleStoreManager: Fuseki-specific triple store implementation (preferred)
+- Neo4jTripleStoreManager: Neo4j-specific triple store implementation
+- FilesystemTripleStoreManager: Filesystem-based triple store implementation
+- ConverterTool: Document format conversion utilities
+- ChunkerTool: Text chunking and segmentation
+
+All tools inherit from the base Tool class and provide standardized
+interfaces for integration into the OntoCast workflow.
+
+Example:
+    >>> from ontocast.tool import LLMTool, OntologyManager
+    >>> llm = LLMTool.create(provider="openai", model="gpt-4")
+    >>> om = OntologyManager()
+"""
+
+from ontocast.tool.chunk.chunker import ChunkerTool
+
+from .atomic import AtomicToolBox, SearchHit
+from .converter import ConverterTool
+from .llm import LLMTool
+from .onto import Tool
+from .ontology_manager import OntologyManager
+from .triple_manager import (
+    FilesystemTripleStoreManager,
+    FusekiTripleStoreManager,
+    Neo4jTripleStoreManager,
+    TripleStoreManager,
+)
+
+__all__ = [
+    "LLMTool",
+    "OntologyManager",
+    "TripleStoreManager",
+    "FusekiTripleStoreManager",
+    "Neo4jTripleStoreManager",
+    "FilesystemTripleStoreManager",
+    "ConverterTool",
+    "ChunkerTool",
+    "Tool",
+    "AtomicToolBox",
+    "SearchHit",
+]