Yes – all the API methods Twitter offers requires that you first register for an API key and then use some combination of those keys to request data.
[node:13439] provides the easiest means to work with search/tweets – you’ll just need to register for an API key, perform a couple of simple steps to obtain a bearer token, then use that bearer token in requests you make to the Search API.