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Create. app.py

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  1. app.py +49 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
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+
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+ # Using a robust and stable model for the free tier
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+ MODEL = "google/flan-t5-large"
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+ tokenizer = AutoTokenizer.from_pretrained(MODEL)
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+ model = AutoModelForSeq2SeqLM.from_pretrained(MODEL)
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+
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+ def generate_content(topic, lang_choice, content_type):
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+ # Language selection based on user input
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+ if lang_choice == "Arabic":
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+ if content_type == "YouTube Script":
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+ prompt = f"اكتب سكربت يوتيوب احترافي باللغة العربية عن: {topic}. اجعله دقيقة واحدة مع مقدمة جذابة ونقاط أساسية وخاتمة."
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+ elif content_type == "YouTube Title":
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+ prompt = f"أنشئ عنوان يوتيوب جذاب قصير لا يتجاوز 60 حرفاً عن: {topic}."
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+ elif content_type == "Description + SEO":
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+ prompt = f"اكتب وصف يوتيوب مُحسَّن للسيو عن: {topic} مع هاشتاغات مقترحة."
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+ else: # LinkedIn Post
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+ prompt = f"اكتب منشور لينكدإن احترافي قصير بالعربية عن: {topic}."
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+ else: # English
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+ if content_type == "YouTube Script":
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+ prompt = f"Write a professional YouTube script in English about: {topic}. Make it one minute long with an engaging intro, key points, and a conclusion."
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+ elif content_type == "YouTube Title":
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+ prompt = f"Create a catchy YouTube title in English, under 60 characters, about: {topic}."
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+ elif content_type == "Description + SEO":
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+ prompt = f"Write an SEO-friendly YouTube description about: {topic} with suggested hashtags."
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+ else: # LinkedIn Post
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+ prompt = f"Write a professional LinkedIn post in English about: {topic}."
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+
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+ # Using try-except block to handle potential model errors
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+ try:
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+ inputs = tokenizer(prompt, return_tensors="pt")
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+ outs = model.generate(**inputs, max_length=300)
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+ return tokenizer.decode(outs[0], skip_special_tokens=True)
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+ except Exception as e:
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+ return f"حدث خطأ: {str(e)}. حاول مرة أخرى أو غيّر الموضوع."
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+
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+ iface = gr.Interface(
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+ fn=generate_content,
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+ inputs=[
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+ gr.Textbox(label="Topic"),
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+ gr.Radio(["Arabic", "English"], label="Language"),
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+ gr.Radio(["YouTube Script", "YouTube Title", "Description + SEO", "LinkedIn Post"], label="Content Type")
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+ ],
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+ outputs=gr.Textbox(label="Result")
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+ )
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+
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+ if __name__ == "__main__":
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+ iface.launch()