codeexplainer / app.py
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import streamlit as st
from transformers import pipeline
# Load the code explainer pipeline
@st.cache_resource
def load_model():
return pipeline("text2text-generation", model="philschmid/code-explainer", device=-1)
explainer = load_model()
# Streamlit UI
st.title("🧠 Code Explainer (Hugging Face)")
st.markdown("Paste any code snippet below (Python, JavaScript, etc.) and get a plain-English explanation using a Hugging Face model.")
code_input = st.text_area("πŸ“ Paste your code here:", height=200)
if st.button("Explain Code"):
if code_input.strip() == "":
st.warning("Please paste some code to explain.")
else:
with st.spinner("Explaining your code..."):
result = explainer(f"Explain this code: {code_input}")
explanation = result[0]['generated_text']
st.success("βœ… Explanation:")
st.write(explanation)