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Update app.py
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app.py
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@@ -91,7 +91,7 @@ class TextToImageTool(Tool):
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def forward(self, prompt):
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return self.client.text_to_image(prompt)
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'''
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class TextToImageTool(Tool):
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description = "This tool creates an image according to a prompt. Add details like 'high-res, photorealistic'."
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name = "image_generator"
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@@ -116,32 +116,7 @@ class TextToImageTool(Tool):
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def forward(self, prompt):
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image = self.pipe(prompt).images[0]
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return image
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'''
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# Use a public model (you can swap for a gated model with token later)
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pipe = DiffusionPipeline.from_pretrained(
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"stabilityai/stable-diffusion-2-1",
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torch_dtype=torch.float16
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).to("cuda" if torch.cuda.is_available() else "cpu")
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# --------------------------------------------------------
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# Define a simple image generation function
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# --------------------------------------------------------
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def generate_image(prompt: str) -> Image.Image:
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"""Generate an image from a text prompt using a diffusion model."""
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image = pipe(prompt).images[0]
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return image
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# --------------------------------------------------------
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# Wrap it into a Tool using from_function
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# --------------------------------------------------------
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image_generation_tool = Tool.from_function(
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name="image_generator",
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description="Generate an image from a prompt, e.g. 'a dog on Mars in high-res'.",
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func=generate_image
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)
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# =========================================================
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# Tool and Agent Initialization
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def forward(self, prompt):
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return self.client.text_to_image(prompt)
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'''
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+
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class TextToImageTool(Tool):
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description = "This tool creates an image according to a prompt. Add details like 'high-res, photorealistic'."
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name = "image_generator"
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def forward(self, prompt):
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image = self.pipe(prompt).images[0]
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return image
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# =========================================================
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# Tool and Agent Initialization
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