agents.py

import streamlit as st
import anthropic
import json
import os

# Initialize the Claude client with API key from environment (Huggingface secrets)
api_key = os.getenv("ANTHROPIC_API_KEY")
if not api_key:
    st.sidebar.error("ANTHROPIC_API_KEY not found in environment variables")
    client = None
else:
    # Create the client
    try:
        client = anthropic.Anthropic(api_key=api_key)
    except Exception as e:
        st.sidebar.error(f"Error initializing Anthropic API: {str(e)}")
        client = None

def enhance_slide_component(slide, component, instruction=None):
    """Enhance a specific component of a slide using Claude API"""
    
    if component == "title":
        return enhance_title(slide, instruction)
    elif component == "content":
        return enhance_content(slide, instruction)
    elif component == "visuals":
        return enhance_visuals(slide, instruction)
    elif component == "notes":
        return enhance_notes(slide, instruction)
    elif component == "structure":
        return enhance_structure(slide, instruction)
    else:
        return slide, {"error": f"Unknown component: {component}"}

def enhance_title(slide, instruction=None):
    """Enhance the slide title using Claude"""
    
    prompt = f"""
    You are an expert presentation title specialist.
    
    Current slide title: "{slide.get('title', '')}"
    
    Slide context:
    - Purpose: {slide.get('purpose', 'N/A')}
    - Content: {slide.get('content', [])}
    
    {f"Special instruction: {instruction}" if instruction else ""}
    
    Please revise the title to be more engaging, clear, and aligned with the slide's purpose.
    Respond with only the new title text.
    """
    
    try:
        response = client.messages.create(
            model="claude-3-7-sonnet-20250219",
            max_tokens=100,
            temperature=0.7,
            system="You are an expert presentation title specialist. Respond only with the revised title.",
            messages=[
                {"role": "user", "content": prompt}
            ]
        )
        result = response.content[0].text.strip()
        slide['title'] = result
        return slide, {"result": result}
    except Exception as e:
        return slide, {"error": str(e)}

def enhance_content(slide, instruction=None):
    """Enhance slide content using Claude"""
    
    # Format current content
    if isinstance(slide.get('content', []), list):
        formatted_content = "\n".join([f"- {item}" for item in slide.get('content', [])])
    else:
        formatted_content = str(slide.get('content', ''))
    
    prompt = f"""
    You are an expert presentation content specialist.
    
    Current slide content:
    {formatted_content}
    
    Slide context:
    - Title: {slide.get('title', 'N/A')}
    - Purpose: {slide.get('purpose', 'N/A')}
    
    {f"Special instruction: {instruction}" if instruction else ""}
    
    Please revise the content to be more effective and impactful.
    Format your response as a JSON array of bullet points like this:
    ["Point 1", "Point 2", "More detailed point 3"]
    
    Keep the presentation concise yet informative. Each bullet point should be 1-2 sentences maximum.
    """
    
    try:
        response = client.messages.create(
            model="claude-3-7-sonnet-20250219",
            max_tokens=500,
            temperature=0.7,
            system="You are an expert presentation content specialist. Respond with a JSON array of bullet points.",
            messages=[
                {"role": "user", "content": prompt}
            ]
        )
        
        # Extract JSON from response
        content_text = response.content[0].text
        json_start = content_text.find("[")
        json_end = content_text.rfind("]") + 1
        
        if json_start >= 0 and json_end > 0:
            json_str = content_text[json_start:json_end]
            result = json.loads(json_str)
        else:
            # Fallback if JSON parsing fails
            result = [line.strip().lstrip('- ') for line in content_text.split('\n') 
                      if line.strip() and not line.strip().startswith('```')]
        
        slide['content'] = result
        return slide, {"result": result}
    except Exception as e:
        return slide, {"error": str(e)}

def enhance_visuals(slide, instruction=None):
    """Recommend visual elements for a slide using Claude"""
    
    # Format current content for context
    if isinstance(slide.get('content', []), list):
        content_text = "\n".join([f"- {item}" for item in slide.get('content', [])])
    else:
        content_text = str(slide.get('content', ''))
    
    prompt = f"""
    You are an expert presentation visual designer.
    
    Slide title: {slide.get('title', 'N/A')}
    
    Slide content:
    {content_text}
    
    {f"Special instruction: {instruction}" if instruction else ""}
    
    Please recommend specific visual elements that would enhance this slide.
    Consider charts, diagrams, images, icons, and layout suggestions.
    
    Format as a JSON array of specific recommendations like:
    ["Bar chart comparing quarterly revenue", "Icon representing customer satisfaction", "Split-screen layout with image on left"]
    """
    
    try:
        response = client.messages.create(
            model="claude-3-7-sonnet-20250219",
            max_tokens=300,
            temperature=0.7,
            system="You are an expert presentation visual designer. Respond with a JSON array of visual element recommendations.",
            messages=[
                {"role": "user", "content": prompt}
            ]
        )
        
        # Extract JSON from response
        content_text = response.content[0].text
        json_start = content_text.find("[")
        json_end = content_text.rfind("]") + 1
        
        if json_start >= 0 and json_end > 0:
            json_str = content_text[json_start:json_end]
            result = json.loads(json_str)
        else:
            # Fallback if JSON parsing fails
            result = [line.strip().lstrip('- ') for line in content_text.split('\n') 
                      if line.strip() and not line.strip().startswith('```')]
        
        slide['visual_elements'] = result
        return slide, {"result": result}
    except Exception as e:
        return slide, {"error": str(e)}

def enhance_notes(slide, instruction=None):
    """Generate presenter notes for a slide using Claude"""
    
    # Format content for context
    if isinstance(slide.get('content', []), list):
        content_text = "\n".join([f"- {item}" for item in slide.get('content', [])])
    else:
        content_text = str(slide.get('content', ''))
    
    prompt = f"""
    You are an expert presentation coach and speech writer.
    
    Slide title: {slide.get('title', 'N/A')}
    
    Slide content:
    {content_text}
    
    Current presenter notes: {slide.get('notes', 'None')}
    
    {f"Special instruction: {instruction}" if instruction else ""}
    
    Please generate comprehensive presenter notes for this slide that will help the speaker
    deliver it effectively. Include talking points, emphasis guidance, and transitions.
    """
    
    try:
        response = client.messages.create(
            model="claude-3-7-sonnet-20250219",
            max_tokens=500,
            temperature=0.7,
            system="You are an expert presentation coach. Provide comprehensive presenter notes.",
            messages=[
                {"role": "user", "content": prompt}
            ]
        )
        result = response.content[0].text.strip()
        slide['notes'] = result
        return slide, {"result": result}
    except Exception as e:
        return slide, {"error": str(e)}

def enhance_structure(slide, instruction=None):
    """Optimize slide structure and layout using Claude"""
    
    # Format content for context
    if isinstance(slide.get('content', []), list):
        content_text = "\n".join([f"- {item}" for item in slide.get('content', [])])
    else:
        content_text = str(slide.get('content', ''))
    
    prompt = f"""
    You are an expert presentation structure specialist.
    
    Slide title: {slide.get('title', 'N/A')}
    
    Slide content:
    {content_text}
    
    {f"Special instruction: {instruction}" if instruction else ""}
    
    Please analyze this slide's content and recommend the optimal structure and layout.
    Consider layout type, content organization, and visual hierarchy.
    
    Format your response as a JSON object with this structure:
    {{
      "recommended_layout": "Layout name",
      "layout_rationale": "Why this layout works best",
      "content_structure": ["How content should be structured"],
      "emphasis": "What should be emphasized"
    }}
    """
    
    try:
        response = client.messages.create(
            model="claude-3-7-sonnet-20250219",
            max_tokens=400,
            temperature=0.7,
            system="You are an expert presentation structure specialist. Respond with a JSON object containing layout recommendations.",
            messages=[
                {"role": "user", "content": prompt}
            ]
        )
        
        # Extract JSON from response
        content_text = response.content[0].text
        json_start = content_text.find("{")
        json_end = content_text.rfind("}") + 1
        
        if json_start >= 0 and json_end > 0:
            json_str = content_text[json_start:json_end]
            result = json.loads(json_str)
        else:
            # Fallback
            result = {
                "recommended_layout": "Standard",
                "layout_rationale": "Standard layout suitable for most content",
                "content_structure": ["Use bullet points for clarity"],
                "emphasis": "Highlight key message in title"
            }
        
        if "design" not in slide:
            slide["design"] = {}
        slide["design"]["layout"] = result.get("recommended_layout")
        slide["structure_recommendations"] = result
        
        return slide, {"result": result}
    except Exception as e:
        return slide, {"error": str(e)}