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Create app.py
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app.py
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# app.py
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import streamlit as st
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from transformers import pipeline
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# Page config
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st.set_page_config(page_title="AI Text Generator", page_icon="🤖")
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st.title("🤖 AI Text Generator")
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st.write("Enter a prompt and get AI-generated text!")
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# Prompt input
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prompt = st.text_area("Your prompt here:", height=150)
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# Optional sliders for advanced users
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st.sidebar.header("Generation Settings")
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max_length = st.sidebar.slider("Max Length", min_value=50, max_value=500, value=200, step=10)
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temperature = st.sidebar.slider("Temperature", min_value=0.1, max_value=1.0, value=0.7, step=0.1)
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top_k = st.sidebar.slider("Top-k sampling", min_value=10, max_value=100, value=50, step=5)
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# Generate button
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if st.button("Generate"):
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if prompt.strip() == "":
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st.warning("Please enter a prompt!")
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else:
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with st.spinner("Generating text..."):
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generator = pipeline("text-generation", model="gpt2") # You can change to any HF model
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result = generator(
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prompt,
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max_length=max_length,
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do_sample=True,
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temperature=temperature,
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top_k=top_k
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)
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st.subheader("Generated Text")
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st.write(result[0]['generated_text'])
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