extracted

app.py

@@ -60,12 +60,10 @@ chain = load_chain()
 st.set_page_config(page_title="Impromptu GPT", page_icon=":robot:")
 st.header("Impromptu GPT")
 '''
-```
-A secondary UI testing LangChain's Python-only ```SelfQueryRetriever```
+> A secondary UI testing LangChain's Python-only ```SelfQueryRetriever```
 interface, which uses an LLM to structure vectorstore queries. 
-In this case, conversational requests for specific chapters and 
-speakers will filter on the relevant metadata.
-```
+Here, conversational requests for specific chapters and 
+speakers are extracted into relevant metadata filters.
 '''
 
 if "generated" not in st.session_state: