code: package zemberek.embedding;
  
  import java.io.IOException;
  import java.nio.file.Path;
  import java.nio.file.Paths;
  import java.util.ArrayList;
  import java.util.List;
  import java.util.Scanner;
  import java.util.stream.Collectors;
  import zemberek.core.logging.Log;
  import zemberek.core.turkish.PrimaryPos;
  import zemberek.morphology.TurkishMorphology;
  import zemberek.morphology.analysis.WordAnalysis;
  
  public class WordSimilarityConsole {
  
    public static void main(String[] args) throws Exception {
      Path root = Paths.get("/media/ahmetaa/depo/data/zemberek/data/out");
      String id = "open-subtitles";
      Path vectorFile = root.resolve(id + ".vec");
      Path binVectorFile = root.resolve(id + ".vec.bin");
      WordVectorLookup.loadFromText(vectorFile, true).saveToFolder(root, id);
  
      Path vocabFile = root.resolve(id + ".vocab");
      new WordSimilarityConsole().run(binVectorFile, vocabFile);
    }
  
    void run(Path vectorFile, Path vocabFile) throws IOException {
  
      TurkishMorphology morphology = TurkishMorphology.createWithDefaults();
  
      System.out.println("Loading from " + vectorFile);
      WordVectorLookup lookup = WordVectorLookup.loadFromBinaryFast(vectorFile, vocabFile);
      WordVectorLookup.DistanceMatcher distanceMatcher = new WordVectorLookup.DistanceMatcher(lookup);
      String input;
      System.out.println("Enter word:");
      Scanner sc = new Scanner(System.in);
      input = sc.nextLine();
      while (!input.equals("exit") && !input.equals("quit")) {
        if (!lookup.containsWord(input)) {
          Log.info(input + " cannot be found.");
          input = sc.nextLine();
          continue;
        }
        List<WordDistances.Distance> distances = distanceMatcher.nearestK(input, 30);
  
        List<String> dist = new ArrayList<>(distances.size());
        dist.addAll(distances.stream().map(d -> d.word).collect(Collectors.toList()));
        System.out.println(String.join(" ", dist));
  
        List<String> noParse = new ArrayList<>();
        for (String s : dist) {
          WordAnalysis an = morphology.analyze(s);
          if (an.isCorrect() || (an.analysisCount() == 1
              && an.getAnalysisResults().get(0).getDictionaryItem().primaryPos == PrimaryPos.Unknown)) {
            noParse.add(s);
          }
        }
        System.out.println(String.join(" ", noParse));
        input = sc.nextLine();
      }
    }
  }
  