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https://github.com/crewAIInc/crewAI.git
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very much work in progress version
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from typing import Optional, Type, List, Any
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from pydantic.v1 import BaseModel, Field
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from embedchain import App
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from embedchain.loaders.github import GithubLoader
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from ..rag.rag_tool import RagTool
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class FixedGithubSearchToolSchema(BaseModel):
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"""Input for GithubSearchTool."""
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search_query: str = Field(..., description="Mandatory search query you want to use to search the github repo's content")
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class GithubSearchToolSchema(FixedGithubSearchToolSchema):
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"""Input for GithubSearchTool."""
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github_repo: str = Field(..., description="Mandatory github you want to search")
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content_types: List[str] = Field(..., description="Mandatory content types you want to be inlcuded search, options: [code, repo, pr, issue]")
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class GithubSearchTool(RagTool):
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name: str = "Search a github repo's content"
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description: str = "A tool that can be used to semantic search a query from a github repo's content."
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summarize: bool = False
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gh_token: str = None
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args_schema: Type[BaseModel] = GithubSearchToolSchema
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github_repo: Optional[str] = None
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content_types: List[str]
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def __init__(self, github_repo: Optional[str] = None, **kwargs):
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super().__init__(**kwargs)
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if github_repo is not None:
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self.github_repo = github_repo
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self.description = f"A tool that can be used to semantic search a query the {github_repo} github repo's content."
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self.args_schema = FixedGithubSearchToolSchema
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def _run(
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self,
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search_query: str,
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**kwargs: Any,
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) -> Any:
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github_repo = kwargs.get('github_repo', self.github_repo)
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loader = GithubLoader(config={"token": self.gh_token})
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app = App()
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app.add(f"repo:{github_repo} type:{','.join(self.content_types)}", data_type="github", loader=loader)
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return super()._run(query=search_query)
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