I have a Retrofit Service like this
public interface BrandsService {
    @GET("listBrand")
    Call<List<Brand>> getBrands();
}
Then I have a Repository to get data from an api like this
public class BrandsRepository {
    public static final String TAG = "BrandsRepository";
    MutableLiveData<List<Brand>> mutableLiveData;
    Retrofit retrofit;
    @Inject
    public BrandsRepository(Retrofit retrofit) {
        this.retrofit = retrofit;
    }
    public LiveData<List<Brand>> getListOfBrands() {
//       Retrofit retrofit = ApiManager.getAdapter();
        final BrandsService brandsService = retrofit.create(BrandsService.class);
        Log.d(TAG, "getListOfBrands: 00000000000 "+retrofit);
        mutableLiveData = new MutableLiveData<>();
        Call<List<Brand>> retrofitCall = brandsService.getBrands();
        retrofitCall.enqueue(new Callback<List<Brand>>() {
            @Override
            public void onResponse(Call<List<Brand>> call, Response<List<Brand>> response) {
                mutableLiveData.setValue(response.body());
            }
            @Override
            public void onFailure(Call<List<Brand>> call, Throwable t) {
                t.printStackTrace();
            }
        });
        return mutableLiveData;
    }
}
I am using constructor injection of Dagger2 by injecting Retrofit like that. Then I have a ViewModel like this
public class BrandsViewModel extends ViewModel{
    BrandsRepository brandsRepository;
    LiveData<List<Brand>> brandsLiveData;
    @Inject
    public BrandsViewModel(BrandsRepository brandsRepository) {
        this.brandsRepository = brandsRepository;
    }
    public void callService(){
       brandsLiveData = brandsRepository.getListOfBrands();
    }
    public LiveData<List<Brand>> getBrandsLiveData() {
        return brandsLiveData;
    }
}
To inject Retrofit in BrandsRepository, I have to inject BrandsRepository like that. Then I have MainActivity like this
public class MainActivity extends AppCompatActivity {
    private static final String TAG = "MainActivity";
    @Inject
    BrandsViewModel brandsViewModel;
    @Override
    protected void onCreate(Bundle savedInstanceState) {
        super.onCreate(savedInstanceState);
        setContentView(R.layout.activity_main);
        ((MainApplication)getApplication()).getNetComponent().inject(this);
//        BrandsViewModel brandsViewModel = ViewModelProviders.of(this).get(BrandsViewModel.class);
        brandsViewModel.callService();
        LiveData<List<Brand>> brandsLiveData = brandsViewModel.getBrandsLiveData();
        brandsLiveData.observe(this, new Observer<List<Brand>>() {
            @Override
            public void onChanged(@Nullable List<Brand> brands) {
                Log.d(TAG, "onCreate: "+brands.get(0).getName());
            }
        });
    }
}
The BrandsViewModel is injected using Dagger2 rather than ViewModelProviders. This is working fine but when I try to use ViewModelProviders by uncommenting it, dagger gives me the error which is obvious. The proper way of getting a ViewModel is by using ViewModelProviders but how will I accomplish this while injecting retrofit like that.
The answer is based on android-architecture-components.
You can use Map multibinding in Dagger.
First, to declare map key like this.
@MustBeDocumented
@Target(
    AnnotationTarget.FUNCTION,
    AnnotationTarget.PROPERTY_GETTER,
    AnnotationTarget.PROPERTY_SETTER
)
@Retention(AnnotationRetention.RUNTIME)
@MapKey
annotation class ViewModelKey(val value: KClass<out ViewModel>)
Second, to create map.
@Module
abstract class ViewModelModule {
    @Binds
    @IntoMap
    @ViewModelKey(UserViewModel::class)
    abstract fun bindUserViewModel(userViewModel: UserViewModel): ViewModel
    @Binds
    @IntoMap
    @ViewModelKey(SearchViewModel::class)
    abstract fun bindSearchViewModel(searchViewModel: SearchViewModel): ViewModel
}
Next, to create the factory file to handle the map which uses key to choose ViewModel.
@Singleton
class GithubViewModelFactory @Inject constructor(
    private val creators: Map<Class<out ViewModel>, @JvmSuppressWildcards Provider<ViewModel>>
) : ViewModelProvider.Factory {
    override fun <T : ViewModel> create(modelClass: Class<T>): T {
        val creator = creators[modelClass] ?: creators.entries.firstOrNull {
            modelClass.isAssignableFrom(it.key)
        }?.value ?: throw IllegalArgumentException("unknown model class $modelClass")
        try {
            @Suppress("UNCHECKED_CAST")
            return creator.get() as T
        } catch (e: Exception) {
            throw RuntimeException(e)
        }
    }
}
Finally, to inject factory in your activity or fragment.
class SearchFragment : Fragment(), Injectable {
    @Inject
    lateinit var viewModelFactory: ViewModelProvider.Factory
    override fun onActivityCreated(savedInstanceState: Bundle?) {
        super.onActivityCreated(savedInstanceState)
        searchViewModel = ViewModelProviders.of(this, viewModelFactory)
            .get(SearchViewModel::class.java)
}
By this way, you can inject repository in your ViewModel.
class SearchViewModel @Inject constructor(repoRepository: RepoRepository) : ViewModel() {
}
EDIT: An important note. To use Jetpack ViewModel, you don't need map-multibinding. Read on.
The answer can be simpler than Mumi's approach, which is that you expose the ViewModel on your component:
@Singleton
@Component(modules={...})
public interface SingletonComponent {
    BrandsViewModel brandsViewModel();
}
And now you can access this method on the component inside the ViewModelFactory:
// @Inject
BrandsViewModel brandsViewModel;
...
brandsViewModel = new ViewModelProvider(this, new ViewModelProvider.Factory() {
    @Override
    public <T extends ViewModel> create(Class<T> modelClazz) {
        if(modelClazz == BrandsViewModel.class) {
            return singletonComponent.brandsViewModel();
        }
        throw new IllegalArgumentException("Unexpected class: [" + modelClazz + "]");
    }).get(BrandsViewModel.class);
All this can be simplified and hidden with Kotlin:
inline fun <reified T: ViewModel> AppCompatActivity.createViewModel(crossinline factory: () -> T): T = T::class.java.let { clazz ->
    ViewModelProvider(this, object: ViewModelProvider.Factory {
        override fun <T : ViewModel?> create(modelClass: Class<T>): T {
            if(modelClass == clazz) {
                @Suppress("UNCHECKED_CAST")
                return factory() as T
            }
            throw IllegalArgumentException("Unexpected argument: $modelClass")
        }
    }).get(clazz)
}
which now lets you do
brandsViewModel = createViewModel { singletonComponent.brandsViewModel() }
Where now BrandsViewModel can receive its parameters from Dagger:
class BrandsViewModel @Inject constructor(
    private val appContext: Context,
    /* other deps */
): ViewModel() {
    ...
}
Though the intent might be cleaner if a Provider<BrandsViewModel> is exposed from Dagger instead
interface SingletonComponent {
    fun brandsViewModel(): Provider<BrandsViewModel>
}
brandsViewModel = createViewModel { singletonComponent.brandsViewModel().get() }
With some additional trickery coming in from android-ktx, you could even do
@Suppress("UNCHECKED_CAST")
inline fun <reified T : ViewModel> Fragment.fragmentViewModels(
    crossinline creator: () -> T
): Lazy<T> {
    return createViewModelLazy(T::class, storeProducer = {
        viewModelStore
    }, factoryProducer = {
        object : ViewModelProvider.Factory {
            override fun <T : ViewModel?> create(
                modelClass: Class<T>
            ): T = creator.invoke() as T
        }
    })
}
And then
class ProfileFragment: Fragment(R.layout.profile_fragment) {
    private val viewModel by fragmentViewModels {
        singletonComponent.brandsViewModelFactory().get()
    }
Where brandsViewModelFactory() is
fun brandsViewModelFactory(): Provider<BrandsViewModel>
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