cloudsearch

import boto
django_cache

cs_conn = boto.connect_cloudsearch(
    aws_access_key_id=YOUR_KEY_ID,
    aws_secret_access_key=YOUR_ACCESS_KEY,
)

search_kwargs = {}
search_kwargs['q'] = "Stuff to find"

try:
    search_service = django_cache.get("cloudsearch_search_service")
    # Need to try to execute something for it to fail         
    results = search_service.search(**search_kwargs)
except:
    domain = cs_conn.lookup("domain-name")
    document_service = domain.get_document_service()
    search_service = document_service.get_search_service()
    django_cache.set("cloudsearch_search_service", search_service, 300)
    results = search_service.search(**search_kwargs)

print results.doc