Update app.py

app.py

@@ -12,12 +12,16 @@ with open("embeddings_1.pkl", "rb") as fIn:
     stored_data = pickle.load(fIn)
     stored_embeddings = stored_data["embeddings"]
 
+spell = SpellChecker()
+
+# Define a function to check for misspelled words
 def check_misspelled_words(user_input):
-    spell = SpellChecker()
     # Tokenize the input into words
     words = user_input.split()
-    # Get a list of misspelled words
+
+    # Get a list of misspelled words excluding words containing only numbers
     misspelled = [word for word in words if word.isalpha() and not word.isdigit() and not spell.correction(word.lower()) == word.lower()]
+
     return misspelled
 
 # Define the function for mapping code
@@ -51,7 +55,7 @@ def main():
                 misspelled_words = check_misspelled_words(user_input)
                 if misspelled_words:
                     st.write("Please enter a detailed correct full description")
-                    st.write(misspelled_words)
+                    #st.write(misspelled_words)
                 else:
                     mapping_results = mapping_code(user_input)
                     # Display top 5 similar sentences