Update LLMInsights.py

LLMInsights.py

@@ -179,11 +179,11 @@ def rag_response(response):
 
     st.markdown('<h1 style="color:#100170;font-size:48px;text-align:center;">RAG Response</h1>', unsafe_allow_html=True)
     st.markdown('<h1 style="color:#100170;font-size:24px;">Question</h1>', unsafe_allow_html=True)
-    st.text_area(value=response["query"], height=30)
+    st.text_area(label=None, value=response["query"], height=30)
     st.markdown('<h1 style="color:#100170;font-size:24px;">RAG Output</h1>', unsafe_allow_html=True)
-    st.text_area(value=response["result"])
+    st.text_area(label=None, value=response["result"])
     # st.markdown('<h1 style="color:#100170;font-size:24px;">Augmented knowledge</h1>', unsafe_allow_html=True)
-    # st.text_area(value=response["source_documents"])
+    # st.text_area(label=None, value=response["source_documents"])
     
     #st.button("Check Hallucination")
 
@@ -206,7 +206,7 @@ def hallu_eval(question: str, answer: str, context: str):
     )
     print("got hallu score")
     st.markdown('<h1 style="color:#100170;font-size:24px;">Hallucinated?</h1>', unsafe_allow_html=True)
-    st.text_area(value=hallucination_score, height=30)
+    st.text_area(label=None, value=hallucination_score, height=30)
     #return {"hallucination_score": hallucination_score}    
     #time.sleep(10)
 
@@ -221,7 +221,7 @@ def scoring_eval(question: str, answer: str, context: str):
     )
     print("got score")
     st.markdown('<h1 style="color:#100170;font-size:24px;">Completion Score</h1>', unsafe_allow_html=True)
-    st.text_area(value=score, height=30)
+    st.text_area(label=None, value=score, height=30)
     #return {"hallucination_score": hallucination_score}    
     #time.sleep(10)
 
@@ -328,7 +328,7 @@ with tab1:
     
     st.markdown('<h1 style="color:#100170;font-size:24px;">User Query</h1>', unsafe_allow_html=True)
 
-    question = st.text_input(label="", value="", placeholder="Type in question",label_visibility="visible", disabled=False)
+    question = st.text_input(label=None, value="", placeholder="Type in question",label_visibility="visible", disabled=False)
     #st.markdown('<h2 style="color:#3a0aa6;font-size:24px;">Evaluation</h2>', unsafe_allow_html=True)
     st.markdown("<h1 style='color:#100170;font-size:24px;'>Perform Evaluation</h1>", unsafe_allow_html=True)
     evaluate = st.radio("", ["True", "False"])
@@ -396,15 +396,15 @@ with tab1:
         else:
             score = "Evaluation is Turned OFF"
         st.markdown('<h1 style="color:#100170;font-size:24px;">Confidence Score</h1>', unsafe_allow_html=True)
-        st.text_area(value=score, height=30)            
+        st.text_area(label=None, value=score, height=30)            
         st.markdown('<h1 style="color:#100170;font-size:24px;">Hallucinated?</h1>', unsafe_allow_html=True)
-        st.text_area(value=hallucination_score, height=30)
+        st.text_area(label=None, value=hallucination_score, height=30)
         st.markdown('<h1 style="color:#100170;font-size:24px;">context</h1>', unsafe_allow_html=True)
-        st.text_area(value=context)
+        st.text_area(label=None, value=context)
         metadata_list = [doc.metadata for doc in response["source_documents"]]
         formatted_metadata_list = []
         for i, metadata in enumerate(metadata_list, start=1):
-            formatted_metadata = f"<h2 style='color:#100170;font-size:24px;'>Metadata {i}:</h2><br>"
+            formatted_metadata = f"<h2 style='color:#3366ff; font-size:16px;'>Metadata {i}:</h2><br>"
             source = metadata.get('source', '').replace('\n', '')
             title = metadata.get('title', '').replace('\n', '')
             description = metadata.get('description', '').replace('\n', '')