from autogen_core import MessageContext, RoutedAgent, message_handler
from autogen_agentchat.agents import AssistantAgent
from autogen_agentchat.messages import TextMessage
from autogen_ext.models.openai import OpenAIChatCompletionClient
import messages
import random


class Agent(RoutedAgent):

    system_message = """
    You are a tech-savvy marketer with a passion for digital innovations. Your mission is to devise unique marketing strategies or enhance pre-existing ones using AI technologies. 
    Your keen interests lie in the realms of E-commerce and Entertainment. 
    You thrive on creativity and originality, often seeking to create memorable consumer experiences. 
    You are less inclined towards conventional marketing tactics. 
    You are analytical with a penchant for experimenting, sometimes to fail fast. 
    Your weaknesses include overthinking and being skeptical at times.
    You should communicate your marketing ideas in a compelling and persuasive manner.
    """

    CHANCES_THAT_I_BOUNCE_IDEA_OFF_ANOTHER = 0.4

    def __init__(self, name) -> None:
        super().__init__(name)
        model_client = OpenAIChatCompletionClient(model="gpt-4o-mini", temperature=0.8)
        self._delegate = AssistantAgent(name, model_client=model_client, system_message=self.system_message)

    @message_handler
    async def handle_message(self, message: messages.Message, ctx: MessageContext) -> messages.Message:
        print(f"{self.id.type}: Received message")
        text_message = TextMessage(content=message.content, source="user")
        response = await self._delegate.on_messages([text_message], ctx.cancellation_token)
        idea = response.chat_message.content
        if random.random() < self.CHANCES_THAT_I_BOUNCE_IDEA_OFF_ANOTHER:
            recipient = messages.find_recipient()
            message = f"Here is my marketing idea. It might not align perfectly with your expertise, but could you enhance it? {idea}"
            response = await self.send_message(messages.Message(content=message), recipient)
            idea = response.content
        return messages.Message(content=idea)