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Update app.py
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app.py
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@@ -6,14 +6,18 @@ import os
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# function part
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# img2text
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def img2text(image_path):
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image_to_text = pipeline("image-to-text", model="
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text = image_to_text(image_path)[0]["generated_text"]
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return text
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# text2story
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def text2story(text):
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# Using a smaller text generation model
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generator = pipeline(
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# Create a prompt for the story generation
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prompt = f"Write a fun children's story based on this: {text}. Once upon a time, "
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@@ -34,8 +38,10 @@ def text2story(text):
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story_text = story_text.replace(prompt, "Once upon a time, ")
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# Make sure the story is at least 100 words
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return story_text
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# function part
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# img2text
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def img2text(image_path):
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image_to_text = pipeline("image-to-text", model="Maciel/Muge-Image-Caption")
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text = image_to_text(image_path)[0]["generated_text"]
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return text
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# text2story
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def text2story(text):
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messages = [
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{"role": "user", "content": "Who are you?"},
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]
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# Using a smaller text generation model
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generator = pipeline("text-generation", model="mlx-community/Llama-3.2-1B-Instruct-4bit")
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generator(messages)
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# Create a prompt for the story generation
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prompt = f"Write a fun children's story based on this: {text}. Once upon a time, "
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story_text = story_text.replace(prompt, "Once upon a time, ")
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# Make sure the story is at least 100 words
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words = story_text.split()
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if len(words) > 100:
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# Simply truncate to 100 words
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story_text = " ".join(words[:100])
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return story_text
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