working code
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3 changed files with 43 additions and 31 deletions
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ai_agent_tutorials/ai_game_dev_team/.cache/44/cache.db
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ai_agent_tutorials/ai_game_dev_team/.cache/44/cache.db
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@ -1,9 +1,7 @@
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import streamlit as st
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import asyncio
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from autogen import AssistantAgent
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from autogen.agentchat.groupchat import RoundRobinGroupChat
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from autogen.agentchat.conditions import TextMentionTermination
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from autogen.oai.client import OpenAIWrapper
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import autogen
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from autogen.agentchat import GroupChat, GroupChatManager
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from bs4 import BeautifulSoup
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# Initialize session state
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@ -82,15 +80,22 @@ if st.button("Generate Game Concept"):
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"""
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# Configure OpenAI model client with the API key
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model_client = OpenAIWrapper(
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model="gpt-4-0613",
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api_key=api_key
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)
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llm_config = {
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"timeout": 600,
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"cache_seed": 44, # change the seed for different trials
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"config_list": [
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{
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"model": "gpt-4",
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"api_key": api_key,
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}
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],
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"temperature": 0,
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}
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# Define agents with detailed system prompts
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story_agent = AssistantAgent(
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"story_agent",
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model_client=model_client,
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story_agent = autogen.AssistantAgent(
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name="story_agent",
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llm_config=llm_config,
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system_message="""
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You are an experienced game story designer specializing in narrative design and world-building. Your task is to:
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1. Create a compelling narrative that aligns with the specified game type and target audience
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@ -125,9 +130,9 @@ if st.button("Generate Game Concept"):
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"""
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)
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gameplay_agent = AssistantAgent(
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"gameplay_agent",
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model_client=model_client,
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gameplay_agent = autogen.AssistantAgent(
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name="gameplay_agent",
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llm_config=llm_config,
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system_message="""
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You are a senior game mechanics designer with expertise in player engagement and systems design. Your task is to:
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1. Design core gameplay loops that match the specified game type and mechanics
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@ -160,9 +165,9 @@ if st.button("Generate Game Concept"):
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"""
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)
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visuals_agent = AssistantAgent(
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"visuals_agent",
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model_client=model_client,
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visuals_agent = autogen.AssistantAgent(
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name="visuals_agent",
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llm_config=llm_config,
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system_message="""
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You are a creative art director with expertise in game visual and audio design. Your task is to:
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1. Define the visual style guide matching the specified art style
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@ -202,9 +207,9 @@ if st.button("Generate Game Concept"):
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"""
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)
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tech_agent = AssistantAgent(
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"tech_agent",
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model_client=model_client,
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tech_agent = autogen.AssistantAgent(
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name="tech_agent",
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llm_config=llm_config,
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system_message="""
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You are a technical director with extensive game development experience. Your task is to:
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1. Recommend appropriate game engine and development tools
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@ -246,19 +251,26 @@ if st.button("Generate Game Concept"):
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"""
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)
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# Define termination condition
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text_termination = TextMentionTermination("APPROVE")
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# Create the group chat
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groupchat = GroupChat(
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agents=[story_agent, gameplay_agent, visuals_agent, tech_agent],
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messages=[],
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speaker_selection_method="round_robin",
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allow_repeat_speaker=False,
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max_round=12,
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)
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# Create the team
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team = RoundRobinGroupChat(
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[story_agent, gameplay_agent, visuals_agent, tech_agent],
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termination_condition=text_termination
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# Create the group chat manager
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manager = GroupChatManager(
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groupchat=groupchat,
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llm_config=llm_config,
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is_termination_msg=lambda x: x.get("content", "").find("TERMINATE") >= 0,
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)
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# Function to run the agent collaboration
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async def run_agents(task):
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result = await team.run(task=task)
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return result.content
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await story_agent.initiate_chat(manager, message=task)
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return manager.last_message()["content"]
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# Run the agents and get the result
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loop = asyncio.new_event_loop()
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@ -266,7 +278,6 @@ if st.button("Generate Game Concept"):
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result = loop.run_until_complete(run_agents(task))
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# Parse the result and update session state
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# Create BeautifulSoup object from the result
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soup = BeautifulSoup(result, 'xml')
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# Extract sections
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@ -1,3 +1,4 @@
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agentarium==0.3.0
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pyautogen>=0.2.0
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beautifulsoup4==4.12.2
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lxml==4.9.3
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lxml==4.9.3
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streamlit>=1.30.0
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