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wikidata.py

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+import requests
+
+def get_wikidata_labels(topic, limit=10):
+    """Fetch related labels from Wikidata"""
+    query = f"""
+    SELECT DISTINCT ?label WHERE {{
+      ?item rdfs:label ?label .
+      FILTER(CONTAINS(LCASE(?label), "{topic.lower()}"))
+      FILTER(LANG(?label) = "en")
+    }} LIMIT {limit}
+    """
+    url = "https://query.wikidata.org/sparql"
+    response = requests.get(url, params={"query": query, "format": "json"})
+    return [result["label"]["value"] 
+            for result in response.json()["results"]["bindings"]]