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Create app.py
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app.py
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| 1 |
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# app.py
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import streamlit as st
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import os
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from datetime import datetime
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import json
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from crewai import Agent, Task, Crew
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from langchain.tools import DuckDuckGoSearchRun
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from langchain.llms import OpenAI
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# Set up OpenAI API key from Streamlit secrets
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def setup_api_keys():
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"""Setup API keys from Hugging Face Spaces secrets"""
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try:
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if 'OPENAI_API_KEY' in st.secrets:
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os.environ['OPENAI_API_KEY'] = st.secrets['OPENAI_API_KEY']
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return True
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else:
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st.error("OpenAI API key not found in secrets!")
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return False
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except Exception as e:
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st.error(f"Error setting up API keys: {str(e)}")
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return False
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# Initialize agents with API key check
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def initialize_agents():
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"""Initialize CrewAI agents with proper API key handling"""
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if not os.environ.get('OPENAI_API_KEY'):
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return None
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search_tool = DuckDuckGoSearchRun()
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llm = OpenAI(temperature=0.7)
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quote_curator = Agent(
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role='Quote Curator',
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goal='Select meaningful spiritual quotes and validate their authenticity',
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backstory="""You are an expert in world philosophies and spiritual traditions.""",
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tools=[search_tool],
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llm=llm,
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verbose=True
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)
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content_creator = Agent(
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role='Content Creator',
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goal='Create engaging visual descriptions for spiritual quotes',
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backstory="""You are a creative content specialist.""",
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tools=[search_tool],
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llm=llm,
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verbose=True
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)
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content_validator = Agent(
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role='Content Validator',
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goal='Ensure content aligns with spiritual traditions',
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backstory="""You are an expert in multiple spiritual traditions.""",
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tools=[search_tool],
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llm=llm,
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verbose=True
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)
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return quote_curator, content_creator, content_validator
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def main():
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st.set_page_config(
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page_title="Spiritual Content Generator",
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page_icon="🕉️",
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layout="wide"
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)
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# Setup API keys at startup
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if not setup_api_keys():
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st.warning("""
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Please set up the OpenAI API key in your Hugging Face Space:
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1. Go to your Space Settings
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2. Click on 'Secrets'
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3. Add OPENAI_API_KEY
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""")
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st.stop()
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# Initialize session state
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if 'generated_content' not in st.session_state:
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st.session_state.generated_content = None
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if 'generation_history' not in st.session_state:
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st.session_state.generation_history = []
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# Header
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st.title("🕉️ Spiritual Content Generator")
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st.markdown("""
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Generate inspiring spiritual content combining quotes and insights from various philosophical traditions.
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""")
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# Sidebar
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with st.sidebar:
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st.header("Controls")
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generate_button = st.button("Generate New Content")
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if generate_button:
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with st.spinner("Initializing agents..."):
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agents = initialize_agents()
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if agents:
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quote_curator, content_creator, content_validator = agents
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try:
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with st.spinner("Generating content..."):
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# Create and run crew
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crew = Crew(
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agents=[quote_curator, content_creator, content_validator],
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tasks=[
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Task(
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description="Select and validate a spiritual quote.",
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agent=quote_curator
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),
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Task(
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description="Create a visual description for the quote.",
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agent=content_creator
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),
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Task(
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description="Validate the content's appropriateness.",
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agent=content_validator
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)
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]
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)
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result = crew.kickoff()
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# Store the result
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st.session_state.generated_content = result
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st.session_state.generation_history.append({
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'timestamp': datetime.now().strftime("%Y-%m-%d %H:%M:%S"),
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'content': result
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})
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except Exception as e:
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st.error(f"Error during content generation: {str(e)}")
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# Main content area
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col1, col2 = st.columns([2, 1])
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with col1:
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st.header("Latest Generated Content")
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if st.session_state.generated_content:
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st.json(st.session_state.generated_content)
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with col2:
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st.header("Generation History")
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for entry in reversed(st.session_state.generation_history):
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with st.expander(f"Generated at {entry['timestamp']}"):
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st.json(entry['content'])
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# Footer
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st.markdown("---")
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st.markdown("""
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<div style='text-align: center'>
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<p>Created with ❤️ using CrewAI and Streamlit</p>
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</div>
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""", unsafe_allow_html=True)
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if __name__ == "__main__":
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main()
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