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1 | 1 |
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| 2 | +from phi.agent import Agent |
| 3 | +from phi.model.openai import OpenAIChat |
| 4 | +from phi.tools.duckduckgo import DuckDuckGo |
| 5 | +from phi.tools.yfinance import YFinanceTools |
| 6 | +from phi.model.xai import xAI |
| 7 | +from phi.playground import Playground, serve_playground_app |
| 8 | +from fastapi import FastAPI |
| 9 | + |
| 10 | + |
| 11 | +# Create web search agent with improved instructions |
| 12 | +web_search_agent = Agent( |
| 13 | + name="Web Search Agent", |
| 14 | + role="Search the web for accurate and up-to-date information", |
| 15 | + model=xAI(id="grok-beta"), |
| 16 | + tools=[DuckDuckGo()], |
| 17 | + instructions=[ |
| 18 | + "Always include sources and citations", |
| 19 | + "Verify information from multiple sources when possible", |
| 20 | + "Present information in a clear, structured format", |
| 21 | + ], |
| 22 | + show_tool_calls=True, |
| 23 | + markdown=True, |
| 24 | + monitoring=True, # Enable monitoring for better debugging |
| 25 | +) |
| 26 | + |
| 27 | +# Create finance agent with enhanced capabilities |
| 28 | +finance_agent = Agent( |
| 29 | + name="Finance Agent", |
| 30 | + role="Analyze and present financial data", |
| 31 | + model=xAI(id="grok-beta"), |
| 32 | + tools=[ |
| 33 | + YFinanceTools( |
| 34 | + stock_price=True, |
| 35 | + analyst_recommendations=True, |
| 36 | + company_info=True, |
| 37 | + company_news=True, # Added news capability |
| 38 | + ) |
| 39 | + ], |
| 40 | + instructions=[ |
| 41 | + "Use tables to display numerical data", |
| 42 | + "Include key financial metrics and trends", |
| 43 | + "Provide context for financial recommendations", |
| 44 | + ], |
| 45 | + show_tool_calls=True, |
| 46 | + markdown=True, |
| 47 | + monitoring=True, |
| 48 | +) |
| 49 | + |
| 50 | +# Create multi-agent team with improved coordination |
| 51 | +multi_ai_agent = Agent( |
| 52 | + name="Multi AI Team", |
| 53 | + team=[web_search_agent, finance_agent], |
| 54 | + model=xAI(id="grok-beta"), |
| 55 | + instructions=[ |
| 56 | + "Always include sources and citations", |
| 57 | + "Use tables to display structured data", |
| 58 | + "Combine financial data with relevant market news", |
| 59 | + "Provide comprehensive analysis using both agents' capabilities", |
| 60 | + ], |
| 61 | + show_tool_calls=True, |
| 62 | + markdown=True, |
| 63 | + monitoring=True, |
| 64 | +) |
| 65 | + |
| 66 | +# Create playground with both agents |
| 67 | +app = Playground(agents=[multi_ai_agent]).get_app() |
| 68 | + |
| 69 | +if __name__ == "__main__": |
| 70 | + serve_playground_app("multi_ai_agent:app", reload=True, port=7777) |
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