Create app.py

app.py

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+import streamlit as st
+from transformers import pipeline
+
+# Initialize grammar correction pipeline
+grammar_corrector = pipeline("text2text-generation", model="prithivida/grammar-error-correcter-v1")
+
+st.title("Grammar Correction Tool")
+st.write("Correct grammatical errors in your text.")
+
+text = st.text_area("Enter text with grammatical errors:", placeholder="Type or paste your text here...")
+if st.button("Correct Grammar"):
+    if not text.strip():
+        st.error("Please provide some text for correction.")
+    else:
+        with st.spinner("Correcting grammar..."):
+            corrected_text = grammar_corrector(text)
+            st.subheader("Corrected Text:")
+            st.write(corrected_text[0]["generated_text"])