wikidata.py

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"]]