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Update app.py
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app.py
CHANGED
@@ -7,15 +7,32 @@ import torch
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story_gen = pipeline("text-generation", model="OpenAssistant/reward-model-deberta-v3-large")
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image_pipe = StableDiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-xl-base-1.0", torch_dtype=torch.float16).to("cuda")
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# 2. Generate Story + Image
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def generate(topic):
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#
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story = story_gen(story_prompt, max_length=300)[0]['generated_text']
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# 3. Build the Web Interface
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with gr.Blocks() as app:
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story_gen = pipeline("text-generation", model="OpenAssistant/reward-model-deberta-v3-large")
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image_pipe = StableDiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-xl-base-1.0", torch_dtype=torch.float16).to("cuda")
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def generate(topic):
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if not topic.strip(): # Check if input is empty
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return "Please enter a valid topic (e.g., 'Ancient Rome' or 'Renewable Energy').", None
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try:
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# System Prompt
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system_prompt = (
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"You are an expert educational assistant. Your task is to create a 100-word story that is: "
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"1. Engaging and age-appropriate for teenagers. "
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"2. Factually accurate and aligned with the topic. "
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"3. Free of inappropriate or harmful content. "
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"4. Written in a clear and simple style. "
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f"Write a story about: {topic}."
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)
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# Generate Story
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story = story_gen(system_prompt, max_length=300)[0]['generated_text']
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# Generate Image
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image_prompt = f"Educational illustration about: {story}"
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image = image_pipe(image_prompt).images[0]
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return story, image
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except Exception as e:
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return f"Oops! Something went wrong. Please try again with a different topic.", None
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# 3. Build the Web Interface
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with gr.Blocks() as app:
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