Create app.py

app.py

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+import streamlit as st
+from transformers import AutoTokenizer, AutoConfig, AutoModelForSequenceClassification
+from home import render_home
+from scipy.special import softmax
+
+    
+# Create a sidebar for navigation
+st.sidebar.title("Navigation")
+st.sidebar.markdown("👉 **Choose an option from the sidebar**")
+page = st.sidebar.radio("Go to", ["Home"])
+
+# Load the TinyBERT model and tokenizer
+model_path = "petermutwiri/Tiny_Bert_Cupstone"
+model = AutoModelForSequenceClassification.from_pretrained(model_path)
+tokenizer = AutoTokenizer.from_pretrained(model_path)
+
+
+# Use the selected page function to display the content
+if page == "Home":
+    render_home(model, tokenizer)