Update app.py

app.py

@@ -2,11 +2,19 @@ import streamlit as st
 import speech_recognition as sr
 from langdetect import detect
 from transformers import pipeline
-import io
+import spacy
+import spacy.cli
 from google.cloud import speech
 import os
 
-# Load Hugging Face Grammar Correction Model (using a general grammar correction model as example)
+# Load spaCy model dynamically if not already installed
+if not spacy.util.is_package('en_core_web_sm'):
+    spacy.cli.download('en_core_web_sm')
+
+# Load spaCy for grammar analysis
+nlp = spacy.load('en_core_web_sm')
+
+# Load Hugging Face Grammar Correction Model
 grammar_correction_pipeline = pipeline("text2text-generation", model="facebook/bart-large-mnli")
 
 # Function to transcribe speech to text