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FEAT: Add arxiv tool for searching scientific papers and articles fro… (#2632)
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api/core/tools/provider/builtin/arxiv/_assets/icon.svg
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api/core/tools/provider/builtin/arxiv/_assets/icon.svg
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<svg id="logomark" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 17.732 24.269"><g id="tiny"><path d="M573.549,280.916l2.266,2.738,6.674-7.84c.353-.47.52-.717.353-1.117a1.218,1.218,0,0,0-1.061-.748h0a.953.953,0,0,0-.712.262Z" transform="translate(-566.984 -271.548)" fill="#bdb9b4"/><path d="M579.525,282.225l-10.606-10.174a1.413,1.413,0,0,0-.834-.5,1.09,1.09,0,0,0-1.027.66c-.167.4-.047.681.319,1.206l8.44,10.242h0l-6.282,7.716a1.336,1.336,0,0,0-.323,1.3,1.114,1.114,0,0,0,1.04.69A.992.992,0,0,0,571,293l8.519-7.92A1.924,1.924,0,0,0,579.525,282.225Z" transform="translate(-566.984 -271.548)" fill="#b31b1b"/><path d="M584.32,293.912l-8.525-10.275,0,0L573.53,280.9l-1.389,1.254a2.063,2.063,0,0,0,0,2.965l10.812,10.419a.925.925,0,0,0,.742.282,1.039,1.039,0,0,0,.953-.667A1.261,1.261,0,0,0,584.32,293.912Z" transform="translate(-566.984 -271.548)" fill="#bdb9b4"/></g></svg>
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api/core/tools/provider/builtin/arxiv/arxiv.py
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api/core/tools/provider/builtin/arxiv/arxiv.py
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from core.tools.errors import ToolProviderCredentialValidationError
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from core.tools.provider.builtin.arxiv.tools.arxiv_search import ArxivSearchTool
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from core.tools.provider.builtin_tool_provider import BuiltinToolProviderController
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class ArxivProvider(BuiltinToolProviderController):
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def _validate_credentials(self, credentials: dict) -> None:
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try:
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ArxivSearchTool().fork_tool_runtime(
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meta={
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"credentials": credentials,
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}
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).invoke(
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user_id='',
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tool_parameters={
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"query": "John Doe",
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},
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)
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except Exception as e:
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raise ToolProviderCredentialValidationError(str(e))
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api/core/tools/provider/builtin/arxiv/arxiv.yaml
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api/core/tools/provider/builtin/arxiv/arxiv.yaml
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identity:
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author: Yash Parmar
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name: arxiv
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label:
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en_US: ArXiv
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zh_Hans: ArXiv
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description:
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en_US: Access to a vast repository of scientific papers and articles in various fields of research.
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zh_Hans: 访问各个研究领域大量科学论文和文章的存储库。
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icon: icon.svg
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api/core/tools/provider/builtin/arxiv/tools/arxiv_search.py
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api/core/tools/provider/builtin/arxiv/tools/arxiv_search.py
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from typing import Any
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from langchain.utilities import ArxivAPIWrapper
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from pydantic import BaseModel, Field
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from core.tools.entities.tool_entities import ToolInvokeMessage
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from core.tools.tool.builtin_tool import BuiltinTool
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class ArxivSearchInput(BaseModel):
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query: str = Field(..., description="Search query.")
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class ArxivSearchTool(BuiltinTool):
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"""
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A tool for searching articles on Arxiv.
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"""
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def _invoke(self, user_id: str, tool_parameters: dict[str, Any]) -> ToolInvokeMessage | list[ToolInvokeMessage]:
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"""
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Invokes the Arxiv search tool with the given user ID and tool parameters.
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Args:
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user_id (str): The ID of the user invoking the tool.
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tool_parameters (dict[str, Any]): The parameters for the tool, including the 'query' parameter.
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Returns:
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ToolInvokeMessage | list[ToolInvokeMessage]: The result of the tool invocation, which can be a single message or a list of messages.
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"""
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query = tool_parameters.get('query', '')
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if not query:
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return self.create_text_message('Please input query')
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arxiv = ArxivAPIWrapper()
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response = arxiv.run(query)
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return self.create_text_message(self.summary(user_id=user_id, content=response))
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identity:
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name: arxiv_search
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author: Yash Parmar
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label:
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en_US: Arxiv Search
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zh_Hans: Arxiv 搜索
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description:
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human:
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en_US: A tool for searching scientific papers and articles from the Arxiv repository. Input can be an Arxiv ID or an author's name.
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zh_Hans: 一个用于从Arxiv存储库搜索科学论文和文章的工具。 输入可以是Arxiv ID或作者姓名。
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llm: A tool for searching scientific papers and articles from the Arxiv repository. Input can be an Arxiv ID or an author's name.
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parameters:
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- name: query
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type: string
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required: true
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label:
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en_US: Query string
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zh_Hans: 查询字符串
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human_description:
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en_US: The Arxiv ID or author's name used for searching.
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zh_Hans: 用于搜索的Arxiv ID或作者姓名。
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llm_description: The Arxiv ID or author's name used for searching.
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form: llm
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@ -66,4 +66,5 @@ yfinance~=0.2.35
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pydub~=0.25.1
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gmpy2~=2.1.5
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numexpr~=2.9.0
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duckduckgo-search==4.4.3
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duckduckgo-search==4.4.3
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arxiv==2.1.0
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