Building AI Demos with Streamlit

Create interactive AI demos and dashboards quickly with Streamlit.

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Installation

bash
pip install streamlit transformers torch

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Basic App

python
import streamlit as st
from transformers import pipeline
st.title("AI Text Generator")
generator = pipeline("text-generation", model="gpt2")
prompt = st.text_input("Enter your prompt:")
if st.button("Generate"):
    result = generator(prompt, max_length=100)
    st.write(result[0]["generated_text"])

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Benefits

No frontend experience needed

Automatic UI generation

Built-in widgets and charts

Easy deployment to Streamlit Cloud