Use RTK Query with Graphql

So far I understand I need to build my own baseQuery. I could write graphql queries and mutations like in example here https://rtk-query-docs.netlify.app/examples/react-with-graphql, will I get full type safety for queries and mutations if I add types to query.builder like this builder.query<Device, void> or I must use something like this https://www.graphql-code-generator.com/docs/plugins/typescript-graphql-request#simple-request-middleware. In latter case how should my baseQuery look if I use generated hook for graphql-request library.

Here is example of hook from 2:

import { GraphQLClient } from 'graphql-request';
import { getSdk } from './sdk'; // THIS FILE IS THE GENERATED FILE
async function main() {
  const client = new GraphQLClient('https://countries.trevorblades.com/');
  const sdk = getSdk(client);
  const { continents } = await sdk.continents(); // This is fully typed, based on the query
  console.log(`GraphQL data:`, continents);
}

I am thinking something like:

    import {getSdk} from './sdk'
    const client = new GraphQLClient('https://countries.trevorblades.com/');
    const graphqlBaseQuery = (someGeneratedQueryOrMutation, client) => {
      const something = someGeneratedQueryOrMutation(client);
      const { continents } = await something.continents();
      return { data: continents };
    };

Code does not really make sence but I hope you see where I am going with this. Thanks :)