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Update app.py
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app.py
CHANGED
@@ -10,31 +10,6 @@ from io import BytesIO
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import base64
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from Gradio_UI import GradioUI
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class ImageGenerator:
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def __init__(self, model_id="runwayml/stable-diffusion-v1-5", device="cuda" if torch.cuda.is_available() else "cpu"):
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self.pipeline = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16 if device == "cuda" else torch.float32).to(device)
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self.device = device
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def generate_image(self, prompt, num_inference_steps=25, guidance_scale=7.5):
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"""Generates an image from a text prompt."""
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image = self.pipeline(prompt, num_inference_steps=num_inference_steps, guidance_scale=guidance_scale).images[0]
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return image
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def generate_base64_image(self, prompt, num_inference_steps=25, guidance_scale=7.5):
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"""Generates a base64 encoded image from a text prompt."""
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image = self.generate_image(prompt, num_inference_steps, guidance_scale)
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buffered = BytesIO()
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image.save(buffered, format="PNG")
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img_str = base64.b64encode(buffered.getvalue()).decode()
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return img_str
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def generate_image_tool(image_generator):
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"""Creates a tool function for image generation."""
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def image_generation_tool(prompt):
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"""Generates an image from a prompt."""
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return image_generator.generate_base64_image(prompt)
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return image_generation_tool
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# Initialize the ImageGenerator and tool
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image_generator = ImageGenerator()
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image_generation_tool_function = generate_image_tool(image_generator)
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@@ -86,7 +61,7 @@ with open("prompts.yaml", 'r') as stream:
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agent = CodeAgent(
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model=model,
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tools=[final_answer,
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max_steps=6,
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verbosity_level=1,
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grammar=None,
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import base64
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from Gradio_UI import GradioUI
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# Initialize the ImageGenerator and tool
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image_generator = ImageGenerator()
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image_generation_tool_function = generate_image_tool(image_generator)
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agent = CodeAgent(
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model=model,
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tools=[final_answer, get_current_time_in_timezone], ## add your tools here (don't remove final answer)
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max_steps=6,
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verbosity_level=1,
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grammar=None,
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