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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)}") | |