Update app.py

app.py

@@ -49,7 +49,7 @@ def extract_metadata(text: str) -> dict:
         ranking_value = ranking_match.group(1).strip()
         metadata["raw_ranking"] = ranking_value  # Store full ranking information
         if ranking_value.lower() == "winner":
-            metadata["ranking"] = ranking_value
+            metadata["LA2050 Grant Winner"] = ranking_value
 
     # Extract the Year field (assuming a four-digit year)
     year_match = re.search(r"Year:\s*(\d{4})", text, re.IGNORECASE)
@@ -106,7 +106,7 @@ def load_and_process_data(file_path: str):
                 continue
             metadata = extract_metadata(org_text)
             # Insert winners at the beginning of the list
-            if metadata.get("ranking", "").lower() == "winner":
+            if metadata.get("LA2050 Grant Winner", "").lower() == "winner":
                 docs.insert(0, Document(page_content=org_text, metadata=metadata))
             else:
                 docs.append(Document(page_content=org_text, metadata=metadata))