Update app.py

app.py

@@ -22,7 +22,7 @@ from appStore.region_utils import (
 # TF-IDF part (excluded from the app for now)
 # from appStore.tfidf_extraction import extract_top_keywords
 
-# Import your new helper modules
+# Import helper modules
 from appStore.rag_utils import (
     highlight_query,
     get_rag_answer,
@@ -34,6 +34,9 @@ from appStore.filter_utils import (
     get_crs_options
 )
 
+from appStore.crs_utils import lookup_crs_value
+
+
 ###########################################
 # Model Config
 ###########################################
@@ -82,7 +85,7 @@ device = 'cuda' if cuda.is_available() else 'cpu'
 ###########################################
 col_title, col_about = st.columns([8, 2])
 with col_title:
-    st.markdown("<h1 style='text-align:center;'>GIZ Project Database (PROTOTYPE)</h1>", unsafe_allow_html=True)
+    st.markdown("<h1 style='text-align:center;'>GIZ Project Search (PROTOTYPE)</h1>", unsafe_allow_html=True)
 with col_about:
     with st.expander("ℹ️ About"):
         st.markdown(
@@ -250,7 +253,7 @@ else:
             top_results = filtered_lexical_no_dupe[:10]
             # RAG answer
             rag_answer = get_rag_answer(var, top_results, DEDICATED_ENDPOINT, WRITE_ACCESS_TOKEN)
-            st.markdown(f"<h2 style='text-align:center; font-size:1.5em;'>{var}</h2>", unsafe_allow_html=True)
+            st.markdown(f"<h3 style='text-align:center; font-size:1.2em; font-style: italic;'>{var}</h3>", unsafe_allow_html=True)
             st.write(rag_answer)
             st.divider()
 
@@ -292,6 +295,10 @@ else:
                     formatted_total_volume = format_currency(total_volume)
                     country_raw = metadata.get('country', "Unknown")
                     crs_key = metadata.get("crs_key", "").strip()
+                    crs_key_clean = re.sub(r'\.0$', '', str(crs_key))
+                    new_crs_value = lookup_crs_value(crs_key_clean)
+                    new_crs_value_clean = re.sub(r'\.0$', '', str(new_crs_value))
+                    crs_combined = f"{crs_key_clean}: {new_crs_value_clean}" if crs_key_clean else "Unknown"
 
                     # Additional text
                     additional_text = (
@@ -300,7 +307,7 @@ else:
                         f"**Projekt duration:** {start_year_str}-{end_year_str}<br>"
                         f"**Budget:** Project: {formatted_project_budget}, Total volume: {formatted_total_volume}<br>"
                         f"**Country:** {country_raw}<br>"
-                        f"**Sector:** {crs_key if crs_key else 'Unknown'}"
+                        f"**Sector:** {crs_combined}"
                     )
                     contact = metadata.get("contact", "").strip()
                     if contact and contact.lower() != "[email protected]":
@@ -356,6 +363,10 @@ else:
                     formatted_total_volume = format_currency(total_volume)
                     country_raw = metadata.get('country', "Unknown")
                     crs_key = metadata.get("crs_key", "").strip()
+                    crs_key_clean = re.sub(r'\.0$', '', str(crs_key))
+                    new_crs_value = lookup_crs_value(crs_key_clean)
+                    new_crs_value_clean = re.sub(r'\.0$', '', str(new_crs_value))
+                    crs_combined = f"{crs_key_clean}: {new_crs_value_clean}" if crs_key_clean else "Unknown"
 
                     additional_text = (
                         f"**Objective:** {metadata.get('objective', '')}<br>"
@@ -363,7 +374,7 @@ else:
                         f"**Projekt duration:** {start_year_str}-{end_year_str}<br>"
                         f"**Budget:** Project: {formatted_project_budget}, Total volume: {formatted_total_volume}<br>"
                         f"**Country:** {country_raw}<br>"
-                        f"**Sector:** {crs_key if crs_key else 'Unknown'}"
+                        f"**Sector:** {crs_combined}"
                     )
                     contact = metadata.get("contact", "").strip()
                     if contact and contact.lower() != "[email protected]":