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improve: mordernizing validation by migrating pydantic from 1.x to 2.x (#4592)
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@@ -0,0 +1,174 @@
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<<<<<<< HEAD
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=======
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from typing import Any, Optional
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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 DuckDuckGoSearchAPIWrapper(BaseModel):
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"""Wrapper for DuckDuckGo Search API.
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Free and does not require any setup.
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"""
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region: Optional[str] = "wt-wt"
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safesearch: str = "moderate"
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time: Optional[str] = "y"
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max_results: int = 5
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def get_snippets(self, query: str) -> list[str]:
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"""Run query through DuckDuckGo and return concatenated results."""
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from duckduckgo_search import DDGS
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with DDGS() as ddgs:
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results = ddgs.text(
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query,
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region=self.region,
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safesearch=self.safesearch,
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timelimit=self.time,
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)
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if results is None:
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return ["No good DuckDuckGo Search Result was found"]
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snippets = []
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for i, res in enumerate(results, 1):
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if res is not None:
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snippets.append(res["body"])
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if len(snippets) == self.max_results:
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break
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return snippets
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def run(self, query: str) -> str:
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snippets = self.get_snippets(query)
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return " ".join(snippets)
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def results(
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self, query: str, num_results: int, backend: str = "api"
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) -> list[dict[str, str]]:
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"""Run query through DuckDuckGo and return metadata.
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Args:
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query: The query to search for.
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num_results: The number of results to return.
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Returns:
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A list of dictionaries with the following keys:
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snippet - The description of the result.
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title - The title of the result.
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link - The link to the result.
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"""
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from duckduckgo_search import DDGS
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with DDGS() as ddgs:
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results = ddgs.text(
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query,
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region=self.region,
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safesearch=self.safesearch,
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timelimit=self.time,
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backend=backend,
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)
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if results is None:
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return [{"Result": "No good DuckDuckGo Search Result was found"}]
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def to_metadata(result: dict) -> dict[str, str]:
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if backend == "news":
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return {
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"date": result["date"],
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"title": result["title"],
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"snippet": result["body"],
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"source": result["source"],
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"link": result["url"],
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}
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return {
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"snippet": result["body"],
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"title": result["title"],
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"link": result["href"],
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}
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formatted_results = []
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for i, res in enumerate(results, 1):
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if res is not None:
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formatted_results.append(to_metadata(res))
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if len(formatted_results) == num_results:
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break
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return formatted_results
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class DuckDuckGoSearchRun(BaseModel):
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"""Tool that queries the DuckDuckGo search API."""
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name: str = "duckduckgo_search"
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description: str = (
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"A wrapper around DuckDuckGo Search. "
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"Useful for when you need to answer questions about current events. "
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"Input should be a search query."
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)
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api_wrapper: DuckDuckGoSearchAPIWrapper = Field(
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default_factory=DuckDuckGoSearchAPIWrapper
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)
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def _run(
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self,
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query: str,
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) -> str:
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"""Use the tool."""
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return self.api_wrapper.run(query)
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class DuckDuckGoSearchResults(BaseModel):
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"""Tool that queries the DuckDuckGo search API and gets back json."""
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name: str = "DuckDuckGo Results JSON"
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description: str = (
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"A wrapper around Duck Duck Go Search. "
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"Useful for when you need to answer questions about current events. "
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"Input should be a search query. Output is a JSON array of the query results"
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)
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num_results: int = 4
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api_wrapper: DuckDuckGoSearchAPIWrapper = Field(
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default_factory=DuckDuckGoSearchAPIWrapper
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)
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backend: str = "api"
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def _run(
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self,
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query: str,
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) -> str:
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"""Use the tool."""
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res = self.api_wrapper.results(query, self.num_results, backend=self.backend)
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res_strs = [", ".join([f"{k}: {v}" for k, v in d.items()]) for d in res]
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return ", ".join([f"[{rs}]" for rs in res_strs])
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class DuckDuckGoInput(BaseModel):
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query: str = Field(..., description="Search query.")
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class DuckDuckGoSearchTool(BuiltinTool):
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"""
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Tool for performing a search using DuckDuckGo search engine.
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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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Invoke the DuckDuckGo search tool.
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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 invocation.
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Returns:
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ToolInvokeMessage | list[ToolInvokeMessage]: The result of the tool invocation.
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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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tool = DuckDuckGoSearchRun(args_schema=DuckDuckGoInput)
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result = tool._run(query)
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return self.create_text_message(self.summary(user_id=user_id, content=result))
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>>>>>>> 4c2ba442b (missing type in DuckDuckGoSearchAPIWrapper)
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