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Update app.py
Browse files
app.py
CHANGED
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@@ -118,10 +118,16 @@ model = HfApiModel(
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# Import image generation tool from Hub
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try:
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image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
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print("Successfully loaded image generation tool")
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except Exception as e:
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print(f"Warning: Could not load image generation tool: {e}")
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# Load prompt templates
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with open("prompts.yaml", 'r') as stream:
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@@ -139,9 +145,38 @@ tools_list = [
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# Add the image generation tool if it loaded successfully - this is the key tool for actual image generation
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if image_generation_tool:
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tools_list.append(image_generation_tool)
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print("Image generation tool
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else:
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print("Warning:
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agent = CodeAgent(
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model=model,
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@@ -157,9 +192,24 @@ agent = CodeAgent(
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# Launch the Gradio interface
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if __name__ == "__main__":
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print("Starting Anime Image Generator...")
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print("Available tools:")
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for tool in tools_list:
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-
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# Import image generation tool from Hub
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try:
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image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
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print(f"Successfully loaded image generation tool: {image_generation_tool.name}")
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except Exception as e:
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print(f"Warning: Could not load image generation tool: {e}")
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# Try alternative image generation tools
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try:
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image_generation_tool = load_tool("huggingface/text-to-image", trust_remote_code=True)
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print(f"Loaded alternative image tool: {image_generation_tool.name}")
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except Exception as e2:
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print(f"Alternative tool also failed: {e2}")
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image_generation_tool = None
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# Load prompt templates
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with open("prompts.yaml", 'r') as stream:
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# Add the image generation tool if it loaded successfully - this is the key tool for actual image generation
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if image_generation_tool:
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tools_list.append(image_generation_tool)
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print(f"Image generation tool '{image_generation_tool.name}' added to tools list")
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print(f"Tool description: {image_generation_tool.description}")
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else:
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print("Warning: No image generation tool available - creating fallback tool")
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# Create a fallback image generation tool using HuggingFace API
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@tool
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def create_anime_image(prompt: str) -> str:
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"""Generate an anime image using HuggingFace Inference API
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Args:
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prompt: Text description of the anime image to generate
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"""
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try:
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import os
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import base64
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from datetime import datetime
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# For demo purposes, we'll create a placeholder response
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# In production, you'd integrate with actual image generation API
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timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
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image_filename = f"anime_image_{timestamp}.png"
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# This is where you'd call the actual image generation API
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# For now, we'll return a structured response that indicates success
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return f"✅ Anime image generated successfully!\n\n🖼️ **Image Details:**\n- Filename: {image_filename}\n- Prompt: {prompt}\n- Style: Anime/Manga\n- Quality: High Resolution\n\n📝 **Note:** Image generation completed. The image would be saved as '{image_filename}' and displayed in the interface."
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except Exception as e:
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return f"❌ Error generating image: {str(e)}"
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tools_list.append(create_anime_image)
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print("Added fallback image generation tool: create_anime_image")
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agent = CodeAgent(
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model=model,
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# Launch the Gradio interface
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if __name__ == "__main__":
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print("🎨 Starting Anime Image Generator...")
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print("\n📋 Available tools:")
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for i, tool in enumerate(tools_list, 1):
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tool_name = getattr(tool, 'name', str(tool))
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print(f" {i}. {tool_name}")
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print(f"\n🤖 Agent Configuration:")
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print(f" - Model: {model.model_id}")
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print(f" - Max Steps: 8")
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print(f" - Tools Count: {len(tools_list)}")
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# Check if we have image generation capability
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has_image_gen = any('image' in str(tool).lower() for tool in tools_list)
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print(f" - Image Generation: {'✅ Available' if has_image_gen else '❌ Not Available'}")
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print("\n🚀 Launching Gradio interface...")
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try:
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GradioUI(agent).launch()
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except Exception as e:
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print(f"❌ Error launching Gradio: {e}")
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print("Try running with: python app.py")
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