Firebase – Handle huge number of index in Firestore queries

Here is my code:

Query query = firestore.collection("users")
        .document(myUserID)
        .collection("unseen_profiles")
        .whereEqualTo("country", myProfileCountryFilter);


if (!myProfileGenderFilter.isEmpty() && !myProfileGenderFilter.equalsIgnoreCase("everyone")) {
    query = query.whereEqualTo("gender", myProfileGenderFilter);

}


if (heightFilterOn) {

    query = query.whereGreaterThanOrEqualTo("height", minimumHeight);
}

if (weightFilterOn) {
    query = query.whereLessThanOrEqualTo("weight", maximumWeight);
}

if (customAgeFilterOn) {
     query = query.whereGreaterThanOrEqualTo("age", minimumAge)
            .whereLessThanOrEqualTo("age", maximumAge);
}

if (lookingForFilterOn) {
      query = query.whereArrayContainsAny("looking_for", lookingForArray);
}

if (personalityTypeFilterOn) {

         query = query.whereIn("personality_type", personalityTypeList);
}

if (homeCountryFilterOn) {
       query = query.whereEqualTo("home_country", homeCountryFilter);


}

// Add orderBy for timestamp
query = query.orderBy("timestamp");


// Configure the adapter options
PagingConfig config = new PagingConfig(
        10, // PageSize
        5, // PrefetchDistance
        false // EnablePlaceholders
);


FirestorePagingOptions<DataModel> options = new FirestorePagingOptions.Builder<DataModel>()
        .setLifecycleOwner(this) // Lifecycle owner
        .setQuery(query, config, DataModel.class) // Query and the model class
        .build();

Now when different conditions satisfy, every time the app crashes & ask to create an index. But considering combination of the above conditions, if I have to create index for all of them then a huge number of index needs to be created.

I heard that if I need to create many indexes then maybe I am not using query efficiently or maybe I need to optimize the data structure. But in my case I don’t find any other viable options to achieve desired functionality with the query. Am I missing anything? If I am not missing anything then how can I manage creating such large of indexes with time efficiency? Is there any way I can automate creating index when the query requires without the app crashing or query failing?