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						|  | import logging | 
					
						
						|  | from abc import ABC | 
					
						
						|  | from duckduckgo_search import DDGS | 
					
						
						|  | import pandas as pd | 
					
						
						|  | from agent.component.base import ComponentBase, ComponentParamBase | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  | class DuckDuckGoParam(ComponentParamBase): | 
					
						
						|  | """ | 
					
						
						|  | Define the DuckDuckGo component parameters. | 
					
						
						|  | """ | 
					
						
						|  |  | 
					
						
						|  | def __init__(self): | 
					
						
						|  | super().__init__() | 
					
						
						|  | self.top_n = 10 | 
					
						
						|  | self.channel = "text" | 
					
						
						|  |  | 
					
						
						|  | def check(self): | 
					
						
						|  | self.check_positive_integer(self.top_n, "Top N") | 
					
						
						|  | self.check_valid_value(self.channel, "Web Search or News", ["text", "news"]) | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  | class DuckDuckGo(ComponentBase, ABC): | 
					
						
						|  | component_name = "DuckDuckGo" | 
					
						
						|  |  | 
					
						
						|  | def _run(self, history, **kwargs): | 
					
						
						|  | ans = self.get_input() | 
					
						
						|  | ans = " - ".join(ans["content"]) if "content" in ans else "" | 
					
						
						|  | if not ans: | 
					
						
						|  | return DuckDuckGo.be_output("") | 
					
						
						|  |  | 
					
						
						|  | try: | 
					
						
						|  | if self._param.channel == "text": | 
					
						
						|  | with DDGS() as ddgs: | 
					
						
						|  |  | 
					
						
						|  | duck_res = [{"content": '<a href="' + i["href"] + '">' + i["title"] + '</a>    ' + i["body"]} for i | 
					
						
						|  | in ddgs.text(ans, max_results=self._param.top_n)] | 
					
						
						|  | elif self._param.channel == "news": | 
					
						
						|  | with DDGS() as ddgs: | 
					
						
						|  |  | 
					
						
						|  | duck_res = [{"content": '<a href="' + i["url"] + '">' + i["title"] + '</a>    ' + i["body"]} for i | 
					
						
						|  | in ddgs.news(ans, max_results=self._param.top_n)] | 
					
						
						|  | except Exception as e: | 
					
						
						|  | return DuckDuckGo.be_output("**ERROR**: " + str(e)) | 
					
						
						|  |  | 
					
						
						|  | if not duck_res: | 
					
						
						|  | return DuckDuckGo.be_output("") | 
					
						
						|  |  | 
					
						
						|  | df = pd.DataFrame(duck_res) | 
					
						
						|  | logging.debug("df: {df}") | 
					
						
						|  | return df | 
					
						
						|  |  |