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Update app.py
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app.py
CHANGED
@@ -6,6 +6,13 @@ import numpy as np
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from datetime import datetime, timedelta
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from typing import Dict, List, Any
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# --- Data Processing Class ---
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class DataProcessor:
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def __init__(self):
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@@ -177,33 +184,135 @@ def render_analytics():
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for col, (metric, value) in zip(cols, metrics.items()):
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col.metric(metric, f"{value:.2f}")
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#
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selected_product = st.selectbox("Select Product", products)
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else:
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st.
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def render_chat():
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st.header("💬 Business Assistant")
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@@ -259,6 +368,10 @@ def main():
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render_brainstorm()
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elif page == "Chat":
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render_chat()
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if __name__ == "__main__":
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main()
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from datetime import datetime, timedelta
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from typing import Dict, List, Any
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# --- Brainstorm Class ---
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class BrainstormManager:
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def __init__(self):
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# Initialize session state for products
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if 'products' not in st.session_state:
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st.session_state.products = {}
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# --- Data Processing Class ---
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class DataProcessor:
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def __init__(self):
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for col, (metric, value) in zip(cols, metrics.items()):
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col.metric(metric, f"{value:.2f}")
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def generate_product_form(self) -> Dict:
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"""Generate dynamic form fields for product input"""
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with st.form("product_form"):
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basic_info = {
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"name": st.text_input("Product Name"),
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"category": st.selectbox("Category", ["Digital", "Physical", "Service"]),
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"description": st.text_area("Description"),
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"target_audience": st.multiselect("Target Audience",
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["Students", "Professionals", "Businesses", "Seniors", "Youth"]),
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"price_range": st.slider("Price Range ($)", 0, 1000, (50, 200)),
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"launch_date": st.date_input("Expected Launch Date")
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}
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st.subheader("Market Analysis")
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market_analysis = {
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"competitors": st.text_area("Main Competitors (one per line)"),
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"unique_features": st.text_area("Unique Selling Points"),
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"market_size": st.selectbox("Market Size",
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["Small", "Medium", "Large", "Enterprise"]),
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"growth_potential": st.slider("Growth Potential", 1, 10)
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}
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submitted = st.form_submit_button("Save Product")
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return basic_info, market_analysis, submitted
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def analyze_product(self, product_data: Dict) -> Dict:
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"""Generate insights based on product data"""
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insights = {
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"market_opportunity": self._calculate_opportunity_score(product_data),
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"suggested_price": self._suggest_price(product_data),
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"risk_factors": self._identify_risks(product_data),
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"next_steps": self._generate_next_steps(product_data)
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}
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return insights
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def _calculate_opportunity_score(self, data: Dict) -> int:
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score = 0
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if data.get("market_size") == "Large":
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score += 3
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if len(data.get("target_audience", [])) >= 2:
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score += 2
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if data.get("growth_potential", 0) > 7:
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score += 2
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return min(score, 10)
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def _suggest_price(self, data: Dict) -> float:
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base_price = sum(data.get("price_range", (0, 0))) / 2
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if data.get("market_size") == "Enterprise":
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base_price *= 1.5
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return round(base_price, 2)
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def _identify_risks(self, data: Dict) -> List[str]:
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risks = []
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if data.get("competitors"):
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risks.append("Competitive market - differentiation crucial")
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if len(data.get("target_audience", [])) < 2:
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risks.append("Narrow target audience - consider expansion")
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return risks
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def _generate_next_steps(self, data: Dict) -> List[str]:
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steps = [
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"Create detailed product specification",
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"Develop MVP timeline",
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"Plan marketing strategy"
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]
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if data.get("market_size") == "Enterprise":
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steps.append("Prepare enterprise sales strategy")
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return steps
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def render_brainstorm_page():
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st.title("Product Brainstorm Hub")
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manager = BrainstormManager()
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# View/Create toggle
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action = st.sidebar.radio("Action", ["View Products", "Create New Product"])
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if action == "Create New Product":
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basic_info, market_analysis, submitted = manager.generate_product_form()
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if submitted:
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# Combine form data
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product_data = {**basic_info, **market_analysis}
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# Generate insights
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insights = manager.analyze_product(product_data)
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# Store product
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product_id = f"prod_{len(st.session_state.products)}"
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st.session_state.products[product_id] = {
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"data": product_data,
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"insights": insights,
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"created_at": str(datetime.datetime.now())
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}
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st.success("Product added! View insights in the Products tab.")
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else:
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if st.session_state.products:
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for prod_id, product in st.session_state.products.items():
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with st.expander(f"🎯 {product['data']['name']}"):
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col1, col2 = st.columns(2)
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with col1:
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st.subheader("Product Details")
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st.write(f"Category: {product['data']['category']}")
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st.write(f"Target: {', '.join(product['data']['target_audience'])}")
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st.write(f"Description: {product['data']['description']}")
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with col2:
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st.subheader("Insights")
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st.metric("Opportunity Score", f"{product['insights']['market_opportunity']}/10")
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st.metric("Suggested Price", f"${product['insights']['suggested_price']}")
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st.write("**Risk Factors:**")
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for risk in product['insights']['risk_factors']:
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st.write(f"- {risk}")
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st.write("**Next Steps:**")
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for step in product['insights']['next_steps']:
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st.write(f"- {step}")
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else:
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st.info("No products yet. Create one to get started!")
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# Usage in main app
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if __name__ == "__main__":
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render_brainstorm_page()
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def render_chat():
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st.header("💬 Business Assistant")
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render_brainstorm()
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elif page == "Chat":
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render_chat()
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#
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# In your main() function, update this line:
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elif page == "Brainstorm":
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render_brainstorm_page() # Changed from render_brainstorm()
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if __name__ == "__main__":
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main()
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