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| !pip install phi | |
| import os | |
| import streamlit as st | |
| from dotenv import load_dotenv | |
| from phi.agent import Agent | |
| from phi.model.groq import Groq | |
| from phi.tools.duckduckgo import DuckDuckGo | |
| from phi.tools.yfinance import YFinanceTools | |
| # Load environment variables | |
| load_dotenv() | |
| # Retrieve API keys from the environment | |
| deepseek_api_key = os.getenv("GROQ_DEEPSEEK_API_KEY") | |
| qwen_api_key = os.getenv("GROQ_QWEN_API_KEY") | |
| # Streamlit UI setup | |
| st.set_page_config(page_title="AI Agent Hub", layout="wide") | |
| st.title("🤖 AI Agent Hub") | |
| # Debugging API key loading | |
| if not deepseek_api_key or not qwen_api_key: | |
| st.error("Missing API keys. Ensure they are set in the Hugging Face Secrets.") | |
| st.stop() | |
| # Define the Web Agent using Groq's QWEN model | |
| web_agent = Agent( | |
| name="Web Agent", | |
| model=Groq(id="qwen-2.5-coder-32b", api_key=qwen_api_key), | |
| tools=[DuckDuckGo()], | |
| instructions=["Always include sources"], | |
| show_tool_calls=True, | |
| markdown=True, | |
| ) | |
| # Define the Finance Agent using Groq's DeepSeek model | |
| finance_agent = Agent( | |
| name="Finance Agent", | |
| role="Get financial data", | |
| model=Groq(id="qwen-2.5-coder-32b", api_key=qwen_api_key), | |
| tools=[YFinanceTools(stock_price=True, analyst_recommendations=True, company_info=True)], | |
| instructions=["Use tables to display data"], | |
| show_tool_calls=True, | |
| markdown=True, | |
| ) | |
| # Combine agents into a team | |
| agent_team = Agent( | |
| model=Groq(id="deepseek-r1-distill-llama-70b", api_key=deepseek_api_key), | |
| team=[web_agent, finance_agent], | |
| instructions=["Always include sources", "Use tables to display data"], | |
| show_tool_calls=True, | |
| markdown=True, | |
| ) | |
| # User input | |
| query = st.text_input("Enter your query:") | |
| if query: | |
| with st.spinner("Fetching results..."): | |
| try: | |
| response = agent_team.respond(query) | |
| st.write(response) | |
| except Exception as e: | |
| st.error(f"Error: {str(e)}") | |