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https://github.com/crewAIInc/crewAI.git
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c960f26601
0b3f00e6 chore: update project version to 0.73.0 and revise uv.lock dependencies (#455) ad19b074 feat: replace embedchain with native crewai adapter (#451) git-subtree-dir: packages/tools git-subtree-split: 0b3f00e67c0dae24d188c292dc99759fd1c841f7
45 lines
1.4 KiB
Python
45 lines
1.4 KiB
Python
from typing import Any, Type
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from pydantic import BaseModel, Field
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from ..rag.rag_tool import RagTool
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from crewai_tools.rag.data_types import DataType
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class MySQLSearchToolSchema(BaseModel):
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"""Input for MySQLSearchTool."""
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search_query: str = Field(
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...,
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description="Mandatory semantic search query you want to use to search the database's content",
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)
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class MySQLSearchTool(RagTool):
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name: str = "Search a database's table content"
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description: str = "A tool that can be used to semantic search a query from a database table's content."
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args_schema: Type[BaseModel] = MySQLSearchToolSchema
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db_uri: str = Field(..., description="Mandatory database URI")
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def __init__(self, table_name: str, **kwargs):
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super().__init__(**kwargs)
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self.add(table_name, data_type=DataType.MYSQL, metadata={"db_uri": self.db_uri})
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self.description = f"A tool that can be used to semantic search a query the {table_name} database table's content."
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self._generate_description()
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def add(
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self,
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table_name: str,
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**kwargs: Any,
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) -> None:
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super().add(f"SELECT * FROM {table_name};", **kwargs)
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def _run(
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self,
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search_query: str,
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similarity_threshold: float | None = None,
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limit: int | None = None,
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**kwargs: Any,
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) -> Any:
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return super()._run(query=search_query, similarity_threshold=similarity_threshold, limit=limit)
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