# Chat Interface Usage Guide

## 🎯 **New Chat Features**

Your Policy Analysis application now has a conversational interface! Here's what you can do:

### 💬 **How to Use the Chat**

1. **Ask Your First Question**
   ```
   "What are Kenya's renewable energy policies?"
   ```

2. **Follow Up with Related Questions**
   ```
   "What penalties exist for non-compliance?"
   "How does this relate to environmental protection?"
   "Can you explain more about the licensing requirements?"
   ```

3. **Reference Previous Responses**
   ```
   "What does this mean in practice?"
   "Can you elaborate on the point about penalties?"
   "How do these regulations compare to what you mentioned earlier?"
   ```

### 🔄 **Conversation Flow Example**

**You:** "What are Kenya's energy policies regarding renewable sources?"

**Assistant:** *[Provides detailed information about renewable energy policies with quotes and sources]*

**You:** "What are the penalties for not following these policies?"

**Assistant:** *[Builds on the previous context and explains penalties specifically]*

**You:** "How do I apply for a renewable energy license?"

**Assistant:** *[Continues the conversation with licensing information]*

### ⚙️ **Advanced Features**

- **📊 Sentiment Analysis**: Toggle on/off to analyze the tone of policy documents
- **🔍 Coherence Analysis**: Toggle on/off to check document relevance and consistency
- **💾 Chat History**: The assistant remembers your conversation for better context
- **📋 Copy Responses**: Click the copy button on any response
- **🔗 Share Responses**: Share interesting responses using the share button

### 🎨 **Interface Elements**

- **Chat Bubbles**: User messages (👤) and assistant responses (🤖)
- **Settings Panel**: Control sentiment and coherence analysis
- **Clear Chat**: Start a fresh conversation
- **Analysis Status**: See which features are currently enabled

### 💡 **Tips for Better Conversations**

1. **Be Specific**: Ask about particular aspects of policies
2. **Build Context**: Ask follow-up questions that reference previous answers
3. **Use Natural Language**: Talk as you would to a human expert
4. **Reference Sources**: Ask for more details about quoted sources

### 📝 **Example Conversation Starters**

**Policy Research:**
- "What are the main objectives of Kenya's water management policies?"
- "Tell me about environmental compliance requirements"

**Follow-up Questions:**
- "What does this mean for small businesses?"
- "Can you explain the implementation process?"
- "What are the timelines mentioned?"

**Comparative Questions:**
- "How does this compare to energy policies?"
- "Are there similar requirements in other sectors?"

### 🚀 **Getting Started**

1. Start the application: `python app.py`
2. Open your browser to the provided URL
3. Begin with a general question about Kenya policies
4. Use follow-up questions to dive deeper
5. Toggle analysis features as needed

### 🔧 **Settings Explained**

- **Sentiment Analysis ON**: Get insights into the tone and intent of policy text
- **Coherence Analysis ON**: Verify that retrieved documents are relevant and consistent
- **Both OFF**: Faster responses with just policy content and analysis

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**Note**: The chat maintains context from your conversation, so each response builds on what was discussed earlier, making it feel more natural and helpful!