Update app.py

app.py

@@ -1,13 +1,13 @@
-
+# app.py
 import streamlit as st
 from transformers import pipeline
 from langdetect import detect
-import language_tool_python
+from gingerit.gingerit import GingerIt
 
 # Initialize models
 summarizer = pipeline("summarization")
 translator = pipeline("translation", model="Helsinki-NLP/opus-mt-en-ur")
-corrector = language_tool_python.LanguageTool('en-US')
+corrector = GingerIt()
 
 st.set_page_config(page_title="CSS AI Assistant by Komal", layout="wide")
 
@@ -42,29 +42,21 @@ elif menu == "Precis Evaluation":
     st.header("✍️ Precis Evaluation Tool")
     precis_input = st.text_area("Enter your precis for evaluation:", height=200)
     if st.button("Evaluate Precis") and precis_input:
-        matches = corrector.check(precis_input)
-        corrected = language_tool_python.utils.correct(precis_input, matches)
+        result = corrector.parse(precis_input)
         st.success("✅ Corrected Precis:")
-        st.write(corrected)
-        st.warning("⚠️ Mistakes Highlighted:")
-        for m in matches:
-            st.write(f"- {m.ruleId}: {m.message} (at position {m.offset})")
+        st.write(result['result'])
 
 # --- Essay Feedback ---
 elif menu == "Essay Feedback":
     st.header("🖋️ Essay Evaluation Tool")
     essay_input = st.text_area("Paste your essay here:", height=300)
     if st.button("Evaluate Essay") and essay_input:
-        matches = corrector.check(essay_input)
-        corrected = language_tool_python.utils.correct(essay_input, matches)
+        result = corrector.parse(essay_input)
         st.success("✅ Suggestions:")
-        st.write(corrected)
-        st.info(f"🔍 {len(matches)} grammar/style issues found.")
-        for m in matches:
-            st.write(f"- {m.message} (Rule: {m.ruleId})")
+        st.write(result['result'])
 
 # --- Saved Notes (Stub) ---
 elif menu == "Saved Notes":
     st.header("💾 Saved Notes")
     st.info("Note saving functionality coming soon!")
-    st.write("You will be able to store and download your summaries and corrected answers here.")
+    st.write("You will be able to store and download your summaries and corrected answers here.")