text instead of codes as crs

similarity_page.py

@@ -138,15 +138,16 @@ embeddings = load_embeddings_and_index()
 
 def show_multi_matching_page():
     #st.write(f"Current RAM usage of this app: {get_process_memory():.2f} MB")
-    st.write(" ")
-    st.caption("""
-                The Multi-Project Matching Feature uncovers synergy opportunities among various development banks and organizations by facilitating the search for 
-                similar projects within a selected filter setting. This innovative tool leverages an AI-driven similarity score to compare all available projects 
-                against those meeting the filter criteria, identifying potential matches that may not directly qualify under the selected filter settings. 
-                It integrates projects listed in the IATI database from leading organizations, including BMZ, KfW, GIZ, IAD, ADB, AfDB, EIB, WB, WBTF, and the German 
-                Federal Foreign Office (AA), offering a comprehensive platform for enhancing collaboration and maximizing the impact of development efforts.
-            """)
-    st.write("----------------------")
+    #st.write(" ")
+    with st.popover("Info"):
+        st.caption("""
+                    The Multi-Project Matching Feature uncovers synergy opportunities among various development banks and organizations by facilitating the search for 
+                    similar projects within a selected filter setting. This innovative tool leverages an AI-driven similarity score to compare all available projects 
+                    against those meeting the filter criteria, identifying potential matches that may not directly qualify under the selected filter settings. 
+                    It integrates projects listed in the IATI database from leading organizations, including BMZ, KfW, GIZ, IAD, ADB, AfDB, EIB, WB, WBTF, and the German 
+                    Federal Foreign Office (AA), offering a comprehensive platform for enhancing collaboration and maximizing the impact of development efforts.
+                """)
+        st.write("----------------------")
 
     col1, col2, col3 = st.columns([10, 1, 10])
     with col1:
@@ -273,13 +274,14 @@ def show_multi_matching_page():
 
 def show_single_matching_page():
 
-    st.caption("""
-                Single Project Matching empowers you to choose an individual project using either the project IATI ID or title, and then unveils the top 10 projects 
-                that bear the closest resemblance to your selected one. This selection is refined using a sophisticated AI algorithm that evaluates similarity based 
-                on several key dimensions: Sustainable Development Goals (SDG), Creditor Reporting System (CRS) codes, and textual analysis of project titles and 
-                descriptions. 
-                """)
-    st.write("---------")
+    with st.popover("Info"):
+        st.caption("""
+                    Single Project Matching empowers you to choose an individual project using either the project IATI ID or title, and then unveils the top 10 projects 
+                    that bear the closest resemblance to your selected one. This selection is refined using a sophisticated AI algorithm that evaluates similarity based 
+                    on several key dimensions: Sustainable Development Goals (SDG), Creditor Reporting System (CRS) codes, and textual analysis of project titles and 
+                    descriptions. 
+                    """)
+        st.write("---------")
 
     col1, col2 = st.columns([11, 20])
     with col1: