Update app.py

app.py

@@ -31,12 +31,12 @@ def build_context_for_result(res):
     metadata = res.payload.get('metadata', {})
     # Compute title if not already present.
     title = metadata.get("title", compute_title(metadata))
-    objectives = metadata.get("objectives", "")
+    objective = metadata.get("objective", "")
     # Use description.en if available; otherwise use description.de.
     desc_en = metadata.get("description.en", "").strip()
     desc_de = metadata.get("description.de", "").strip()
     description = desc_en if desc_en != "" else desc_de
-    return f"{title}\n{objectives}\n{description}"
+    return f"{title}\n{objective}\n{description}"
 
 # Updated highlight: return HTML that makes the matched query red and bold.
 def highlight_query(text, query):
@@ -84,7 +84,7 @@ DEDICATED_ENDPOINT = "https://qu2d8m6dmsollhly.us-east-1.aws.endpoints.huggingfa
 WRITE_ACCESS_TOKEN = st.secrets["Llama_3_1"]
 
 def get_rag_answer(query, top_results):
-    # Build context from each top result using title, objectives, and description.
+    # Build context from each top result using title, objective, and description.
     context = "\n\n".join([build_context_for_result(res) for res in top_results])
     # Truncate context to 11500 tokens (approximation)
     context = truncate_to_tokens(context, 2960)
@@ -362,7 +362,7 @@ if show_exact_matches:
             title_html = highlight_query(metadata["title"], var) if var.strip() else metadata["title"]
             st.markdown(f"#### {title_html}", unsafe_allow_html=True)
             # Build snippet from objectives and description
-            objectives = metadata.get("objectives", "None")
+            objective = metadata.get("objective", "None")
             desc_en = metadata.get("description.en", "").strip()
             desc_de = metadata.get("description.de", "").strip()
             description = desc_en if desc_en != "" else desc_de
@@ -404,8 +404,8 @@ if show_exact_matches:
                 client_name = metadata.get('client', 'Unknown Client')
                 contact = metadata.get("contact", "").strip()
                 additional_text = (
+                    f"Objective: **{objective}**<br>"
                     f"Commissioned by **{client_name}**<br>"
-                    f"Objective **{objectives}**<br>"
                     f"Projekt duration **{start_year_str}-{end_year_str}**<br>"
                     f"Budget: Project: **{formatted_project_budget}**, Total volume: **{formatted_total_volume}**<br>"
                     f"Country: **{', '.join(matched_countries)}**<br>"
@@ -432,11 +432,11 @@ else:
             if "title" not in metadata:
                 metadata["title"] = compute_title(metadata)
             st.markdown(f"#### {metadata['title']}")
-            objectives = metadata.get("objectives", "")
+            objective = metadata.get("objective", "")
             desc_en = metadata.get("description.en", "").strip()
             desc_de = metadata.get("description.de", "").strip()
             description = desc_en if desc_en != "" else desc_de
-            full_snippet = f"{objectives} {description}"
+            full_snippet = f"{description}"
             words = full_snippet.split()
             preview_word_count = 90
             preview_text = " ".join(words[:preview_word_count])
@@ -472,6 +472,7 @@ else:
                 client_name = metadata.get('client', 'Unknown Client')
                 contact = metadata.get("contact", "").strip()
                 additional_text = (
+                    f"Objective: **{objective}**<br>"
                     f"Commissioned by **{client_name}**<br>"
                     f"Projekt duration **{start_year_str}-{end_year_str}**<br>"
                     f"Budget: Project: **{formatted_project_budget}**, Total volume: **{formatted_total_volume}**<br>"