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Pooja P
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d4525b3
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Parent(s):
ae4f82a
added app.py and requirments file
Browse files- app.py +28 -0
- requirements.txt +4 -0
app.py
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import os
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from transformers import pipeline
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import gradio as gr
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# Use the token from environment variable (secret)
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token = os.environ.get("OPENAI_API_KEY")
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generator = pipeline("text-generation", model="HuggingFaceH4/zephyr-7b-beta", token=token)
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def clean_topic(topic):
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topic = topic.lower()
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if "write a blog on" in topic:
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topic = topic.replace("write a blog on", "").strip()
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elif "write a blog about" in topic:
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topic = topic.replace("write a blog about", "").strip()
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return topic.capitalize()
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def generate_blog(topic):
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topic = clean_topic(topic)
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prompt = f"""
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Write a detailed and engaging blog post about "{topic}".
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Include an introduction, 2–3 subheadings with paragraphs, and a conclusion.
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Make it informative and conversational.
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"""
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result = generator(prompt, max_length=700, do_sample=True, temperature=0.7, top_p=0.9)
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return result[0]['generated_text']
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gr.Interface(fn=generate_blog, inputs="text", outputs="text", title="AI Blog Writer").launch()
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requirements.txt
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transformers
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gradio
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torch
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openai
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