Create chatbot.py

chatbot.py

@@ -0,0 +1,139 @@
+import streamlit as st
+import requests
+from typing import List, Dict
+import json
+
+
+class ChatbotManager:
+    def __init__(self):
+        if 'chat_history' not in st.session_state:
+            st.session_state.chat_history = []
+        if 'chat_initialized' not in st.session_state:
+            st.session_state.chat_initialized = False
+    
+    def initialize_chat(self):
+        """Initialize the chat with a welcome message"""
+        if not st.session_state.chat_initialized:
+            welcome_message = {
+                "role": "assistant",
+                "content": "Hello! I'm your AI Business Mentor. I can help you with business strategy, market analysis, product development, marketing insights, and more. What would you like to discuss today?"
+            }
+            st.session_state.chat_history.append(welcome_message)
+            st.session_state.chat_initialized = True
+    
+    def add_message(self, role: str, content: str):
+        """Add a message to the chat history"""
+        message = {"role": role, "content": content}
+        st.session_state.chat_history.append(message)
+    
+    def get_chat_history(self) -> List[Dict]:
+        """Get the current chat history"""
+        return st.session_state.chat_history
+    
+    def clear_chat(self):
+        """Clear the chat history"""
+        st.session_state.chat_history = []
+        st.session_state.chat_initialized = False
+    
+    def generate_business_response(self, user_input: str) -> str:
+        """
+        Generate a business-focused response based on user input
+        This is a simple rule-based system that can be enhanced with actual AI models
+        """
+        user_input_lower = user_input.lower()
+        
+        # Business strategy keywords
+        if any(keyword in user_input_lower for keyword in ['strategy', 'plan', 'planning', 'roadmap']):
+            return """Great question about business strategy! Here are some key considerations:
+
+1. **Market Analysis**: Understand your target market, competitors, and industry trends
+2. **Value Proposition**: Clearly define what unique value you provide
+3. **Resource Allocation**: Determine how to best use your time, money, and team
+4. **Growth Strategy**: Plan for sustainable scaling and expansion
+5. **Risk Management**: Identify potential challenges and mitigation strategies
+
+What specific aspect of strategy would you like to dive deeper into?"""
+        
+        # Marketing keywords
+        elif any(keyword in user_input_lower for keyword in ['marketing', 'promotion', 'advertising', 'brand']):
+            return """Marketing is crucial for business success! Here's a framework to consider:
+
+1. **Target Audience**: Define your ideal customer personas
+2. **Channels**: Choose the right mix of digital and traditional channels
+3. **Content Strategy**: Create valuable, engaging content
+4. **Budget Allocation**: Distribute resources across channels effectively
+5. **Metrics & Analytics**: Track performance and ROI
+
+What's your current marketing challenge or goal?"""
+        
+        # Product development keywords
+        elif any(keyword in user_input_lower for keyword in ['product', 'development', 'features', 'mvp']):
+            return """Product development is exciting! Here's a structured approach:
+
+1. **Market Research**: Validate demand and understand user needs
+2. **MVP Strategy**: Start with core features and iterate
+3. **User Feedback**: Continuously gather and incorporate feedback
+4. **Competitive Analysis**: Learn from competitors' successes and failures
+5. **Roadmap Planning**: Prioritize features based on impact and effort
+
+What stage is your product in, and what specific guidance do you need?"""
+        
+        # Financial keywords
+        elif any(keyword in user_input_lower for keyword in ['finance', 'funding', 'revenue', 'profit', 'investment']):
+            return """Financial planning is the backbone of any successful business:
+
+1. **Revenue Streams**: Diversify how you generate income
+2. **Cost Management**: Track and optimize your expenses
+3. **Cash Flow**: Maintain healthy cash flow for operations
+4. **Funding Options**: Consider bootstrapping, loans, or investors
+5. **Financial Projections**: Create realistic forecasts and budgets
+
+What specific financial aspect would you like to explore?"""
+        
+        # Team/HR keywords
+        elif any(keyword in user_input_lower for keyword in ['team', 'hiring', 'employee', 'culture', 'management']):
+            return """Building a strong team is essential for growth:
+
+1. **Hiring Strategy**: Define roles clearly and hire for culture fit
+2. **Team Culture**: Foster collaboration and shared values
+3. **Performance Management**: Set clear expectations and provide feedback
+4. **Development**: Invest in training and career growth
+5. **Retention**: Create an environment where people want to stay
+
+What team-related challenges are you facing?"""
+        
+        # Startup keywords
+        elif any(keyword in user_input_lower for keyword in ['startup', 'entrepreneur', 'launch', 'idea']):
+            return """Launching a startup is an exciting journey! Key steps to consider:
+
+1. **Idea Validation**: Test your concept with potential customers
+2. **Business Model**: Define how you'll make money
+3. **Legal Structure**: Choose the right business entity
+4. **Minimum Viable Product**: Build and test quickly
+5. **Network Building**: Connect with mentors, advisors, and peers
+
+What stage are you at in your startup journey?"""
+        
+        # General business advice
+        else:
+            return f"""Thank you for your question about "{user_input}". 
+
+As your AI Business Mentor, I'm here to help with various aspects of business including:
+
+• **Strategy & Planning** - Business models, roadmaps, competitive analysis
+• **Marketing & Sales** - Customer acquisition, branding, digital marketing
+• **Product Development** - MVP creation, feature prioritization, user feedback
+• **Finance & Operations** - Budgeting, funding, process optimization
+• **Team & Leadership** - Hiring, culture building, management practices
+
+Could you provide more specific details about what you'd like to explore? The more context you give me, the better I can tailor my advice to your situation."""
+
+    def format_message_for_display(self, message: Dict) -> str:
+        """Format a message for display in the chat interface"""
+        role = message["role"]
+        content = message["content"]
+        
+        if role == "user":
+            return f"**You:** {content}"
+        else:
+            return f"**AI Mentor:** {content}"