These classes (JSR 311: JAX-RS: The JavaTM API for RESTful Web Services) are not part of the JDK. You need to include appropriate JAR file to your CLASSPATH. You can find the API e.g. in maven repository.
Also check out apache-cxf, jersey (reference implementation), resteasy from JBoss, restlet and few other JAX-RS implementations.