Create app.py

app.py

@@ -0,0 +1,67 @@
+import pandas as pd
+import streamlit as st
+
+# Title
+st.title("Q&A Evaluation Tool")
+
+# Upload the dataset
+@st.cache_data
+def load_data(file_path):
+    return pd.read_excel(file_path)
+
+# File upload section
+uploaded_file = st.file_uploader("Upload the Q&A Excel File", type=["xlsx"])
+
+if uploaded_file:
+    # Load data
+    data = load_data(uploaded_file)
+
+    # Add columns for evaluation if not present
+    if "Rating" not in data.columns:
+        data["Rating"] = ""
+    if "Comments" not in data.columns:
+        data["Comments"] = ""
+
+    # Initialize session state for tracking progress
+    if "current_index" not in st.session_state:
+        st.session_state.current_index = 0
+
+    # Display current question-answer pair
+    idx = st.session_state.current_index
+    if idx < len(data):
+        st.subheader(f"Question {idx + 1}:")
+        st.write(data.loc[idx, "Question"])
+
+        st.subheader("Generated Answer:")
+        st.write(data.loc[idx, "Generated Answer"])
+
+        # Rating input
+        rating = st.slider("Rate the answer (1 = Poor, 5 = Excellent)", 1, 5, step=1)
+        comment = st.text_area("Add any comments or suggestions")
+
+        # Save feedback
+        if st.button("Submit Feedback"):
+            data.at[idx, "Rating"] = rating
+            data.at[idx, "Comments"] = comment
+            st.session_state.current_index += 1
+
+            # Save the updated dataset
+            data.to_excel("evaluated_data.xlsx", index=False)
+
+            # Confirmation and next question
+            st.success("Feedback submitted!")
+            st.experimental_rerun()
+    else:
+        st.write("You have completed the evaluation. Thank you!")
+
+        # Download the evaluated file
+        with open("evaluated_data.xlsx", "rb") as f:
+            st.download_button(
+                "Download Evaluated Data",
+                f,
+                file_name="evaluated_data.xlsx",
+                mime="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet",
+            )
+
+else:
+    st.info("Please upload an Excel file to get started.")