Upload 2 files

app.py

@@ -144,8 +144,8 @@ st.text_area("Generated Response:", value=st.session_state.response, height=150,
 col1, col2 = st.columns([1, 3])  # Creating two columns for button and metrics display
 
 # Calculate Metrics Button
-if st.button("Show Metrics"): 
-    with col1:
+with col1:
+    if st.button("Show Metrics"): 
         st.session_state.metrics = calculate_metrics(question, st.session_state.query_dataset, st.session_state.response, st.session_state.retrieved_documents, st.session_state.time_taken_for_response)
         for q in st.session_state.recent_questions:
             if q["question"] == st.session_state.last_question:
@@ -153,13 +153,12 @@ if st.button("Show Metrics"):
 
         # Save updated data to file
         save_recent_questions(st.session_state.recent_questions)
-    with col2:
-        if st.session_state.metrics is not None:
-            metrics_ = st.session_state.metrics
-        else:
-            metrics_ ={}
-        
-        st.text_area("Metrics:", value=metrics_, height=100, disabled=True)
+with col2:
+    if st.session_state.metrics is not None:
+        metrics_ = st.session_state.metrics
+    else:
+        metrics_ ={}
+    st.json(metrics_)
 
 
  

evaluation.py

@@ -113,7 +113,7 @@ def calculate_metrics(question, q_dataset, response, docs, time_taken):
 
     metrics = {
         "RMSE": rmse,
-        "metrics":predicted_metrics,
+        "predicted_metrics":predicted_metrics,
         "response_time": time_taken,
         "ground_truth": ground_truth_answer,
         "RAG_model_response": response,