formatting

app.py

@@ -10,8 +10,8 @@ from langchain.docstore.document import Document
 from openai import OpenAI
 import utils  # Import the utils module
 
-# os.environ.pop("OPENAI_API_KEY", None)
-# load_dotenv()
+os.environ.pop("OPENAI_API_KEY", None)
+load_dotenv()
 
 openai_api_key = os.environ["OPENAI_API_KEY"]
 
@@ -28,15 +28,17 @@ vector_store, embeddings = utils.initialize_vector_store(
 
 # Prompt template
 prompt_template = (
-    "Answer the given question using the following documents. "
-    "Formulate your answer in the style of an academic report. "
-    "Provide example quotes and citations using extracted text from the documents. "
-    "Use facts and numbers from the documents in your answer. "
-    "ALWAYS include references for information used from documents at the end of each applicable sentence "
-    "using the format: '[ref. #]', where '[ref. #]' is included in the text provided at the start of each document "
-    "(demarcated by the pattern '- &&& [ref. #] document_name &&&:')'. "
-    "Do not include page numbers in the references. "
-    "If no relevant information to answer the question is present in the documents, just say you don't have enough information to answer."
+    """
+    Answer the given question in an academic tone using the following documents. 
+    Provide example quotes and citations using extracted text from the documents. 
+    Use facts and numbers from the documents in your answer. 
+    ALWAYS include citations for information used from documents at the end of each applicable sentence \
+    using the format: '[ref. #]', where '[ref. #]' is included in the text provided at the start of each document \
+    (demarcated by the pattern '- &&& [ref. #] document_name &&&:')'.
+    Do not include page numbers in the citations.
+    Do not include a title, overall introduction or conclusion in your response.
+    If no relevant information to answer the question is present in the documents, just say you don't have enough information to answer.
+    """
 )
 
 # Dropdown options
@@ -129,9 +131,13 @@ if st.button('Submit'):
     # Display references
     st.markdown("----")
     st.markdown('**REFERENCES:**')
-    st.markdown(
-        'References are based on text automatically extracted from climate policy documents. '
-        'These extracts may contain non-legible characters or disjointed text as an artifact of the extraction procedure',
-        unsafe_allow_html=True
-    )
+    with st.expander("ℹ️ - About References", expanded=False):
+        st.write(
+            """
+            *References are based on text automatically extracted from climate policy documents.
+            These extracts may contain non-legible characters or disjointed text as an artifact of the extraction procedure.*
+            """,
+            unsafe_allow_html=True
+        )
+    
     st.markdown(references, unsafe_allow_html=True)