Feat: Increase number of recommendatioons

app.py

@@ -144,7 +144,7 @@ if app_mode == "Generate Recomendations":
         cleaned_prompt = gensim_tokenizer(query)
 
         with st.spinner('Generating Recommendations ... '):
-            results_df = get_recomendations_metadata(query=query, df=df, n=3, dictionary=dictionary, index=matrix, tfidf_model=model)
+            results_df = get_recomendations_metadata(query=query, df=df, n=5, dictionary=dictionary, index=matrix, tfidf_model=model)
         
             ids = results_df['id'].to_list()
             titles = results_df['title'].to_list()
@@ -155,7 +155,7 @@ if app_mode == "Generate Recomendations":
             
             results = list(zip(ids, titles, authors, categories, abstracts, release_date))
             
-            st.write("Your top 3 papers:")
+            st.write("Your top 5 papers:")
             for result in results:
                 with st.container():
                     col1, col2 = st.columns([1,3])
@@ -169,11 +169,11 @@ if app_mode == "Generate Recomendations":
 
                         
                     with col2:
-                        st.write(f"Title: {result[1]}")
-                        st.write(f"Author: {result[2]}")
-                        st.write(f"Categories: {result[3]}")
-                        st.write(f"release_date: {result[5]}")
-                        st.write(f"Abstract: {result[4]}")
+                        st.write(f"{result[1]}")
+                        st.write(f"{result[2]}")
+                        st.write(f"{result[3]}")
+                        st.write(f"{result[5]}")
+                        st.write(f"{result[4]}")
                         st.markdown(f"""[Paper Link](https://arxiv.org/abs/{result[0]})""")
                     st.divider()
             st.balloons()