# from some_module import WikipediaToolSpec, ReActAgent  # Ensure you have the correct imports
# from some_llm_module import llm  # Import the LLM you're using

from llama_index.core import Settings
from llama_index.core.agent import ReActAgent
from llama_index.embeddings.openai import OpenAIEmbedding
from llama_index.llms.openai import OpenAI
from llama_index.tools.wikipedia import WikipediaToolSpec





class WikipediaAgent:
    def __init__(self, llm):
        self.llm = llm
        self.wikipedia_tool = None
        self.agent = None

    def create_agent(self, max_iterations=8, verbose=True):
        # Create the Wikipedia tool specification
        wiki_spec = WikipediaToolSpec()

        # Get the search Wikipedia tool
        self.wikipedia_tool = wiki_spec.to_tool_list()

        # Create the ReActAgent with the Wikipedia tool
        self.agent = ReActAgent.from_tools(
            tools=self.wikipedia_tool,
            llm=self.llm,
            max_iterations=max_iterations,
            verbose=verbose
        )

        return self.agent




# Usage
# wiki_agent = WikipediaAgent(llm)
# agent = wiki_agent.create_agent()