fix

app.py

@@ -32,9 +32,6 @@ def translate_role_for_streamlit(user_role):
         st.session_state.embedding_model = SentenceTransformer(model_name_or_path="all-mpnet-base-v2", device="cpu")          
 if 'pages_and_chunks' not in st.session_state:
         st.session_state.pages_and_chunks = None
-st.write(f"Embeddings: {st.session_state.embeddings}")
-st.write(f"Embedding Model: {st.session_state.embedding_model}")
-st.write(f"Pages and Chunks: {st.session_state.pages_and_chunks}")
 # Initialize chat session in Streamlit if not already present
 def text_formatter(text: str) -> str:
     """Performs minor formatting on text."""
@@ -388,12 +385,7 @@ def main():
                 text_chunks = [item["sentence_chunk"] for item in pages_and_chunks]
 
                 st.session_state.embeddings =st.session_state.embedding_model.encode(text_chunks, batch_size=64, convert_to_tensor=True)  
-            st.write(f"Embeddings: {st.session_state.embeddings}")
-            st.write(f"Embedding Model: {st.session_state.embedding_model}")
-            st.write(f"Pages and Chunks: {st.session_state.pages_and_chunks}")
         if btn:
-
-
             if query:
                 with st.spinner('Generating response...'):
                     rep=ask(query,st.session_state.embedding_model,st.session_state.embeddings,st.session_state.pages_and_chunks)