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100 lines
3.2 KiB
100 lines
3.2 KiB
from typing import List, Any, Optional, Union, Callable
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import random
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def list_all_agents(
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agents: List[Union[Callable, Any]],
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conversation: Optional[Any] = None,
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name: str = "",
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add_to_conversation: bool = False,
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) -> str:
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"""Lists all agents in a swarm and optionally adds them to a conversation.
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This function compiles information about all agents in a swarm, including their names and descriptions.
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It can optionally add this information to a conversation history.
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Args:
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agents (List[Union[Agent, Any]]): List of agents to list information about
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conversation (Any): Conversation object to optionally add agent information to
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name (str): Name of the swarm/group of agents
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add_to_conversation (bool, optional): Whether to add agent information to conversation. Defaults to False.
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Returns:
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str: Formatted string containing information about all agents
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Example:
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>>> agents = [agent1, agent2]
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>>> conversation = Conversation()
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>>> agent_info = list_all_agents(agents, conversation, "MySwarm")
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>>> print(agent_info)
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Total Agents: 2
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Agent: Agent1
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Description: First agent description...
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Agent: Agent2
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Description: Second agent description...
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"""
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# Compile information about all agents
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total_agents = len(agents)
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all_agents = f"Total Agents: {total_agents}\n\n" + "\n\n".join(
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f"Agent: {agent.agent_name} \n\n Description: {agent.description or (agent.system_prompt[:50] + '...' if len(agent.system_prompt) > 50 else agent.system_prompt)}"
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for agent in agents
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)
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if add_to_conversation:
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# Add the agent information to the conversation
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conversation.add(
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role="System",
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content=f"All Agents Available in the Swarm {name}:\n\n{all_agents}",
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)
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return all_agents
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models = [
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"anthropic/claude-3-sonnet-20240229",
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"openai/gpt-4o-mini",
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"openai/gpt-4o",
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"deepseek/deepseek-chat",
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"deepseek/deepseek-reasoner",
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"groq/deepseek-r1-distill-qwen-32b",
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"groq/deepseek-r1-distill-qwen-32b",
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# "gemini/gemini-pro",
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# "gemini/gemini-1.5-pro",
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"openai/03-mini",
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"o4-mini",
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"o3",
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"gpt-4.1",
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"gpt-4.1-nano",
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]
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def set_random_models_for_agents(
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agents: Optional[Union[List[Callable], Callable]] = None,
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model_names: List[str] = models,
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) -> Union[List[Callable], Callable, str]:
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"""Sets random models for agents in the swarm or returns a random model name.
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Args:
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agents (Optional[Union[List[Agent], Agent]]): Either a single agent, list of agents, or None
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model_names (List[str], optional): List of model names to choose from. Defaults to models.
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Returns:
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Union[List[Agent], Agent, str]: The agent(s) with randomly assigned models or a random model name
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"""
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if agents is None:
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return random.choice(model_names)
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if isinstance(agents, list):
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return [
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setattr(agent, "model_name", random.choice(model_names))
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or agent
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for agent in agents
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]
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else:
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setattr(agents, "model_name", random.choice(model_names))
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return agents
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