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https://github.com/crewAIInc/crewAI.git
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latest version of exa
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@@ -1,47 +0,0 @@
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from typing import Type
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from crewai.tools import BaseTool
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from pydantic import BaseModel, Field
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class EXABaseToolToolSchema(BaseModel):
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"""Input for EXABaseTool."""
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search_query: str = Field(
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..., description="Mandatory search query you want to use to search the internet"
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)
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class EXABaseTool(BaseTool):
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name: str = "Search the internet"
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description: str = (
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"A tool that can be used to search the internet from a search_query"
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)
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args_schema: Type[BaseModel] = EXABaseToolToolSchema
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search_url: str = "https://api.exa.ai/search"
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n_results: int = None
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headers: dict = {
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"accept": "application/json",
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"content-type": "application/json",
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}
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def _parse_results(self, results):
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string = []
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for result in results:
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try:
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string.append(
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"\n".join(
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[
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f"Title: {result['title']}",
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f"Score: {result['score']}",
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f"Url: {result['url']}",
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f"ID: {result['id']}",
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"---",
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]
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)
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)
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except KeyError:
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continue
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content = "\n".join(string)
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return f"\nSearch results: {content}\n"
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@@ -1,30 +1,67 @@
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import os
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from typing import Any
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from typing import Any, Optional, Type
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from pydantic import BaseModel, Field
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import requests
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try:
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from exa_py import Exa
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from .exa_base_tool import EXABaseTool
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EXA_INSTALLED = True
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except ImportError:
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Exa = Any
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EXA_INSTALLED = False
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class EXASearchTool(EXABaseTool):
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class EXABaseToolToolSchema(BaseModel):
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search_query: str = Field(
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..., description="Mandatory search query you want to use to search the internet"
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)
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class EXASearchTool:
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args_schema: Type[BaseModel] = EXABaseToolToolSchema
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client: Optional["Exa"] = Field(default=None, description="Exa search client")
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def __init__(
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self,
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api_key: str,
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content: bool = False,
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highlights: bool = False,
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type: str = "keyword",
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use_autoprompt: bool = True,
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):
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if not EXA_INSTALLED:
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raise ImportError("`exa-py` package not found, please run `uv add exa-py`")
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self.client = Exa(api_key=api_key)
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self.content = content
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self.highlights = highlights
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self.type = type
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self.use_autoprompt = use_autoprompt
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def _run(
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self,
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**kwargs: Any,
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search_query: str,
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start_published_date: Optional[str] = None,
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end_published_date: Optional[str] = None,
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include_domains: Optional[list[str]] = None,
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) -> Any:
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search_query = kwargs.get("search_query")
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if search_query is None:
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search_query = kwargs.get("query")
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if self.client is None:
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raise ValueError("Client not initialized")
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payload = {
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"query": search_query,
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"type": "magic",
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search_params = {
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"use_autoprompt": self.use_autoprompt,
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"type": self.type,
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}
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headers = self.headers.copy()
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headers["x-api-key"] = os.environ["EXA_API_KEY"]
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if start_published_date:
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search_params["start_published_date"] = start_published_date
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if end_published_date:
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search_params["end_published_date"] = end_published_date
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if include_domains:
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search_params["include_domains"] = include_domains
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response = requests.post(self.search_url, json=payload, headers=headers)
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results = response.json()
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if "results" in results:
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results = super()._parse_results(results["results"])
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if self.content:
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results = self.client.search_and_contents(
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search_query, highlights=self.highlights, **search_params
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)
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else:
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results = self.client.search(search_query, **search_params)
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return results
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