diff --git a/dev_projects/ScrapingService/pom.xml b/dev_projects/ScrapingService/pom.xml
index 2f576220..5c330baa 100644
--- a/dev_projects/ScrapingService/pom.xml
+++ b/dev_projects/ScrapingService/pom.xml
@@ -43,7 +43,20 @@
             <scope>test</scope>
         </dependency>
 
-    </dependencies>
+        <!-- Rx Java -->
+        <dependency>
+            <groupId>io.reactivex.rxjava3</groupId>
+            <artifactId>rxjava</artifactId>
+            <version>3.0.0</version>
+        </dependency>
 
+        <!-- https://mvnrepository.com/artifact/io.projectreactor/reactor-core -->
+        <dependency>
+            <groupId>io.projectreactor</groupId>
+            <artifactId>reactor-core</artifactId>
+            <version>3.6.5</version>
+        </dependency>
+
+    </dependencies>
 
 </project>
\ No newline at end of file
diff --git a/dev_projects/ScrapingService/src/main/java/com/yen/scrpe/ScrappingApplication.java b/dev_projects/ScrapingService/src/main/java/com/yen/scrpe/ScrappingApplication.java
index 4a339fad..65b27384 100644
--- a/dev_projects/ScrapingService/src/main/java/com/yen/scrpe/ScrappingApplication.java
+++ b/dev_projects/ScrapingService/src/main/java/com/yen/scrpe/ScrappingApplication.java
@@ -1,11 +1,14 @@
 package com.yen.scrpe;
 
+import com.yen.scrpe.Task.Factory.ScrapeTaskFactoryRxJavaGpt;
 import com.yen.scrpe.Task.Factory.ScrapeTaskFactoryV3Gpt;
 import com.yen.scrpe.Task.PokemonCollectTask;
 import com.yen.scrpe.Task.Factory.ScrapeTaskFactory;
+import com.yen.scrpe.Task.PokemonCollectTaskRxJavaGpt;
 import com.yen.scrpe.Task.PokemonCollectTaskV3Gpt;
 import com.yen.scrpe.service.ScrapeService;
 import com.yen.scrpe.service.ScrapeServiceMultiThreadV3Gpt;
+import com.yen.scrpe.service.ScrapeServiceRxJavaGpt;
 
 import java.io.IOException;
 
@@ -20,7 +23,7 @@ public static void main(String[] args) throws IOException, InterruptedException
     Long start = System.currentTimeMillis();
 
     // to limit the number to scrape to 5
-    int LIMIT = 50; // 50;
+    int LIMIT = 5; // 50;
 
     /** V1 : single thread (original code ) */
 //    ScrapeService scrapeService = new ScrapeService();
@@ -31,11 +34,11 @@ public static void main(String[] args) throws IOException, InterruptedException
 //    scrapeTaskFactory.run();
 
     /** V3 : multi thread (gpt) */
-    ScrapeServiceMultiThreadV3Gpt scrapeService = new ScrapeServiceMultiThreadV3Gpt();
-    PokemonCollectTaskV3Gpt pokemonCollectTask = new PokemonCollectTaskV3Gpt(scrapeService);
-
-    ScrapeTaskFactoryV3Gpt scrapeTaskFactory = new ScrapeTaskFactoryV3Gpt(scrapeService, pokemonCollectTask, LIMIT);
-    scrapeTaskFactory.run();
+//    ScrapeServiceMultiThreadV3Gpt scrapeService = new ScrapeServiceMultiThreadV3Gpt();
+//    PokemonCollectTaskV3Gpt pokemonCollectTask = new PokemonCollectTaskV3Gpt(scrapeService);
+//
+//    ScrapeTaskFactoryV3Gpt scrapeTaskFactory = new ScrapeTaskFactoryV3Gpt(scrapeService, pokemonCollectTask, LIMIT);
+//    scrapeTaskFactory.run();
 
 
 
@@ -59,6 +62,16 @@ public static void main(String[] args) throws IOException, InterruptedException
     // pokemonCollectTask.getPokemonProducts().size());
     //        System.out.println("pokemonProducts = " + pokemonCollectTask.getPokemonProducts());
 
+
+
+    /** V3 : RX JAVA (gpt) */
+    ScrapeServiceRxJavaGpt scrapeService = new ScrapeServiceRxJavaGpt();
+    PokemonCollectTaskRxJavaGpt pokemonCollectTask = new PokemonCollectTaskRxJavaGpt(scrapeService);
+    pokemonCollectTask.run(LIMIT);
+
+    ScrapeTaskFactoryRxJavaGpt scrapeTaskFactory = new ScrapeTaskFactoryRxJavaGpt(scrapeService, pokemonCollectTask, LIMIT);
+    scrapeTaskFactory.run();
+
     Long end = System.currentTimeMillis();
     System.out.println("-----> Total duration = " + (end - start));
   }
diff --git a/dev_projects/ScrapingService/src/main/java/com/yen/scrpe/Task/Factory/ScrapeTaskFactoryRxJavaGpt.java b/dev_projects/ScrapingService/src/main/java/com/yen/scrpe/Task/Factory/ScrapeTaskFactoryRxJavaGpt.java
new file mode 100644
index 00000000..ec418944
--- /dev/null
+++ b/dev_projects/ScrapingService/src/main/java/com/yen/scrpe/Task/Factory/ScrapeTaskFactoryRxJavaGpt.java
@@ -0,0 +1,37 @@
+package com.yen.scrpe.Task.Factory;
+
+import com.yen.scrpe.Task.BaseScrapeTask;
+import com.yen.scrpe.service.BaseScrapeService;
+import io.reactivex.rxjava3.core.Single;
+import java.io.IOException;
+
+public class ScrapeTaskFactoryRxJavaGpt {
+
+  // Attributes
+  private BaseScrapeService scrapeService;
+  private BaseScrapeTask scrapeTask;
+  private int limit;
+
+  public ScrapeTaskFactoryRxJavaGpt() {}
+
+  public ScrapeTaskFactoryRxJavaGpt(
+      BaseScrapeService scrapeService, BaseScrapeTask scrapeTask, Integer limit) {
+    this.scrapeService = scrapeService;
+    this.scrapeTask = scrapeTask;
+    this.limit = limit;
+  }
+
+  // Methods
+  public Single<Void> run() {
+    return Single.create(
+        emitter -> {
+          try {
+            scrapeTask.run(limit);
+            emitter.onSuccess(null);
+          } catch (IOException | InterruptedException e) {
+            emitter.onError(e);
+          }
+        });
+  }
+
+}
diff --git a/dev_projects/ScrapingService/src/main/java/com/yen/scrpe/Task/PokemonCollectTaskRxJavaGpt.java b/dev_projects/ScrapingService/src/main/java/com/yen/scrpe/Task/PokemonCollectTaskRxJavaGpt.java
new file mode 100644
index 00000000..1d1016d6
--- /dev/null
+++ b/dev_projects/ScrapingService/src/main/java/com/yen/scrpe/Task/PokemonCollectTaskRxJavaGpt.java
@@ -0,0 +1,92 @@
+package com.yen.scrpe.Task;
+
+import com.yen.scrpe.model.PokemonProduct;
+import com.yen.scrpe.service.BaseScrapeService;
+import io.reactivex.rxjava3.core.Observable;
+import io.reactivex.rxjava3.schedulers.Schedulers;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+public class PokemonCollectTaskRxJavaGpt implements BaseScrapeTask {
+
+    // Attributes
+    private BaseScrapeService scrapeService;
+    private List<PokemonProduct> pokemonProducts;
+    private Set<String> pagesDiscovered;
+    private List<String> pagesToScrape;
+
+    // Constructors
+    public PokemonCollectTaskRxJavaGpt() {}
+
+    public PokemonCollectTaskRxJavaGpt(BaseScrapeService scrapeService) {
+        this.scrapeService = scrapeService;
+        this.pokemonProducts = new ArrayList<>();
+        this.pagesDiscovered = new HashSet<>();
+        this.pagesToScrape = new ArrayList<>();
+
+        // Initialize the scraping queue
+        this.pagesToScrape.add("https://scrapeme.live/shop/page/1/");
+        this.pagesToScrape.add("https://scrapeme.live/shop/page/2/");
+        this.pagesToScrape.add("https://scrapeme.live/shop/page/50/");
+    }
+
+    // Getter and Setter methods
+    public BaseScrapeService getScrapeService() {
+        return scrapeService;
+    }
+
+    public void setScrapeService(BaseScrapeService scrapeService) {
+        this.scrapeService = scrapeService;
+    }
+
+    public List<PokemonProduct> getPokemonProducts() {
+        return pokemonProducts;
+    }
+
+    public void setPokemonProducts(List<PokemonProduct> pokemonProducts) {
+        this.pokemonProducts = pokemonProducts;
+    }
+
+    public Set<String> getPagesDiscovered() {
+        return pagesDiscovered;
+    }
+
+    public void setPagesDiscovered(Set<String> pagesDiscovered) {
+        this.pagesDiscovered = pagesDiscovered;
+    }
+
+    public List<String> getPagesToScrape() {
+        return pagesToScrape;
+    }
+
+    public void setPagesToScrape(List<String> pagesToScrape) {
+        this.pagesToScrape = pagesToScrape;
+    }
+
+    // Method
+    public void run(int limit) {
+        Observable.fromIterable(pagesToScrape)
+                .take(limit)
+                .flatMap(pageUrl -> scrapePage(pageUrl)
+                        .subscribeOn(Schedulers.io())
+                        .doOnNext(product -> pagesDiscovered.add(pageUrl)))
+                .toList();
+        //return null;
+    }
+
+    private Observable<PokemonProduct> scrapePage(String pageUrl) {
+        return Observable.create(emitter -> {
+            try {
+                scrapeService.scrapeProductPage(pokemonProducts, pagesDiscovered, pagesToScrape, pagesToScrape.indexOf(pageUrl));
+                pokemonProducts.forEach(emitter::onNext);
+                emitter.onComplete();
+            } catch (IOException e) {
+                emitter.onError(e);
+            }
+        });
+    }
+}
\ No newline at end of file
diff --git a/dev_projects/ScrapingService/src/main/java/com/yen/scrpe/service/ScrapeServiceRxJava.java b/dev_projects/ScrapingService/src/main/java/com/yen/scrpe/service/ScrapeServiceRxJava.java
new file mode 100644
index 00000000..f8607db7
--- /dev/null
+++ b/dev_projects/ScrapingService/src/main/java/com/yen/scrpe/service/ScrapeServiceRxJava.java
@@ -0,0 +1,133 @@
+package com.yen.scrpe.service;
+
+import com.yen.scrpe.model.PokemonProduct;
+
+import io.reactivex.rxjava3.core.Observable;
+import io.reactivex.rxjava3.core.Single;
+import org.jsoup.Jsoup;
+import org.jsoup.nodes.Document;
+import org.jsoup.nodes.Element;
+import org.jsoup.select.Elements;
+import reactor.core.publisher.Flux;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Set;
+import java.util.stream.Collectors;
+
+public class ScrapeServiceRxJava implements BaseScrapeService{
+
+    // attr
+    private final String BASE_URL = "https://scrapeme.live/shop";
+
+    // constructor
+    public ScrapeServiceRxJava() {}
+
+    @Override
+    public void scrapeProductPage(List<PokemonProduct> pokemonProducts, Set<String> pagesDiscovered, List<String> pagesToScrape, Integer i) throws IOException, InterruptedException {
+
+        System.out.println(
+                ">>> (scrapeProductPage) pagesDiscovered = "
+                        + pagesDiscovered
+                        + " pagesToScrape = "
+                        + pagesToScrape);
+
+        // the current web page is about to be scraped and
+        // should no longer be part of the scraping queue
+        String url = pagesToScrape.remove(0);
+        pagesDiscovered.add(url);
+        Document doc = this.prepareConnect(i);
+
+        Elements paginationElements = doc.select("a.page-numbers");
+        Elements products = doc.select("li.product");
+
+        Flux<String> pagesToScrape_ = Flux.fromIterable(pagesToScrape);
+
+        // TODO : fix below
+//        pagesToScrape_ = this.collectToScrape(paginationElements, pagesToScrape_, pagesDiscovered);
+//        pokemonProducts = this.collectProductData(products, pokemonProducts);
+
+    }
+
+
+    private Document prepareConnect(int pageNum) throws IOException {
+
+        String URL = this.BASE_URL + "/page/" + pageNum;
+        System.out.println("URL = " + URL);
+        return Jsoup.connect(URL)
+                .userAgent(
+                        "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36")
+                .header("Accept-Language", "*")
+                .get();
+    }
+
+    private Flux<String> collectToScrape(
+            Elements paginationElements, Flux<String> pagesToScrape, Set<String> pagesDiscovered) {
+
+        List<String> toScrapeList = pagesToScrape.toStream().collect(Collectors.toList());
+
+        // iterating over the pagination HTML elements
+        for (Element pageElement : paginationElements) {
+
+            // System.out.println(">>> pageElement = " + pageElement.text());
+            // the new link discovered
+            String pageUrl = pageElement.attr("href");
+
+            // if the web page discovered is new and should be scraped
+//            if (!pagesDiscovered.contains(pageUrl) && !pagesToScrape.contains(pageUrl)) {
+//                pagesToScrape.add(pageUrl);
+//            }
+
+            if (!pagesDiscovered.contains(pageUrl) && !toScrapeList.contains(pageUrl)) {
+                //pagesToScrape.add(pageUrl);
+                toScrapeList.add(pageUrl);
+            }
+
+
+            // adding the link just discovered
+            // to the set of pages discovered so far
+            pagesDiscovered.add(pageUrl);
+        }
+
+//        Flux.just(toScrapeList.stream().flatMap(x -> {
+//            return x.;
+//        }).collect(Collectors.toList());
+
+
+        /** NOTE !!! vai Flux.fromIterable,
+         *
+         *  we can transform List<String> to Flux<String>
+         */
+        pagesToScrape = Flux.fromIterable(toScrapeList);
+
+        return pagesToScrape;
+    }
+
+    private Flux<PokemonProduct> collectProductData(
+            Elements products, List<PokemonProduct> pokemonProducts) {
+
+        for (Element product : products) {
+            PokemonProduct pokemonProduct = this.enrichProduct(product);
+            pokemonProducts.add(pokemonProduct);
+        }
+
+        return Flux.fromIterable(pokemonProducts);
+    }
+
+    private PokemonProduct enrichProduct(Element product) {
+
+        // collect data
+        PokemonProduct pokemonProduct = new PokemonProduct();
+
+        // extracting the data of interest from the product HTML element
+        // and storing it in pokemonProduct
+        pokemonProduct.setUrl(product.selectFirst("a").attr("href"));
+        pokemonProduct.setImage(product.selectFirst("img").attr("src"));
+        pokemonProduct.setName(product.selectFirst("h2").text());
+        pokemonProduct.setPrice(product.selectFirst("span").text());
+
+        return pokemonProduct;
+    }
+
+}
diff --git a/dev_projects/ScrapingService/src/main/java/com/yen/scrpe/service/ScrapeServiceRxJavaGpt.java b/dev_projects/ScrapingService/src/main/java/com/yen/scrpe/service/ScrapeServiceRxJavaGpt.java
new file mode 100644
index 00000000..e1f523bc
--- /dev/null
+++ b/dev_projects/ScrapingService/src/main/java/com/yen/scrpe/service/ScrapeServiceRxJavaGpt.java
@@ -0,0 +1,135 @@
+package com.yen.scrpe.service;
+
+import com.yen.scrpe.model.PokemonProduct;
+import io.reactivex.rxjava3.annotations.NonNull;
+import io.reactivex.rxjava3.core.Observable;
+import io.reactivex.rxjava3.core.Single;
+import java.io.IOException;
+import java.util.List;
+import java.util.Set;
+import java.util.concurrent.Callable;
+import org.jsoup.Jsoup;
+import org.jsoup.nodes.Document;
+import org.jsoup.nodes.Element;
+import org.jsoup.select.Elements;
+import reactor.core.publisher.Flux;
+
+//import javax.lang.model.util.Elements;
+
+public class ScrapeServiceRxJavaGpt implements BaseScrapeService {
+
+  private final String BASE_URL = "https://scrapeme.live/shop";
+
+  public ScrapeServiceRxJavaGpt() {}
+
+  @Override
+  public void scrapeProductPage(
+      List<PokemonProduct> pokemonProducts,
+      Set<String> pagesDiscovered,
+      List<String> pagesToScrape,
+      Integer i)
+      throws IOException, InterruptedException {
+
+      System.out.println(
+              ">>> (scrapeProductPage) pagesDiscovered = "
+                      + pagesDiscovered
+                      + " pagesToScrape = "
+                      + pagesToScrape);
+
+      // the current web page is about to be scraped and
+      // should no longer be part of the scraping queue
+      String url = pagesToScrape.remove(0);
+      pagesDiscovered.add(url);
+      Single<Document> doc = this.prepareConnect(i);
+
+      // TODO : optimize below
+      Elements paginationElements = doc.blockingGet().select("a.page-numbers");
+      Elements products = doc.blockingGet().select("li.product");
+
+      pagesToScrape = this.collectToScrape(paginationElements, pagesToScrape, pagesDiscovered).blockingGet();
+      pokemonProducts = this.collectProductData(products, pokemonProducts);
+
+  }
+
+  private Single<Document> prepareConnect(int pageNum) {
+
+    // V1
+    //        return Single.fromCallable(() -> {
+    //            String URL = this.BASE_URL + "/page/" + pageNum;
+    //            System.out.println("URL = " + URL);
+    //            return Jsoup.connect(URL)
+    //                    .userAgent(
+    //                            "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36
+    // (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36")
+    //                    .header("Accept-Language", "*")
+    //                    .get();
+    //        });
+
+    // V2
+    return Single.fromCallable(
+       // Callable: https://blog.csdn.net/u010784887/article/details/79320856
+        new Callable<Document>() {
+          @Override
+          public Document call() throws Exception {
+            String BASE_URL = "https://scrapeme.live/shop";
+            String URL = BASE_URL + "/page/" + pageNum;
+            System.out.println("URL = " + URL);
+            return Jsoup.connect(URL)
+                .userAgent(
+                    "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36")
+                .header("Accept-Language", "*")
+                .get();
+          }
+        });
+  }
+
+    private Single<List<String>> collectToScrape(
+            Elements paginationElements, List<String> pagesToScrape, Set<String> pagesDiscovered) {
+
+        @NonNull Observable<List<String>> x = Observable.fromIterable(paginationElements)
+                .map(pageElement -> {
+                    String pageUrl = pageElement.attr("href");
+
+                    // Add new page URLs to the pagesToScrape list if not already discovered
+                    if (!pagesDiscovered.contains(pageUrl) && !pagesToScrape.contains(pageUrl)) {
+                        pagesToScrape.add(pageUrl);
+                    }
+
+                    // Add the page to the discovered pages
+                    pagesDiscovered.add(pageUrl);
+                    return pagesToScrape;
+                });
+
+        /** via singleOrError, can transform
+         *  Observable<List<String>> to Single<List<String>>
+         */
+        return x.singleOrError();
+    }
+
+    private List<PokemonProduct> collectProductData(
+            Elements products, List<PokemonProduct> pokemonProducts) {
+
+        for (Element product : products) {
+            PokemonProduct pokemonProduct = this.enrichProduct(product);
+            pokemonProducts.add(pokemonProduct);
+        }
+
+        return pokemonProducts;
+    }
+
+    private PokemonProduct enrichProduct(Element product) {
+
+        // collect data
+        PokemonProduct pokemonProduct = new PokemonProduct();
+
+        // extracting the data of interest from the product HTML element
+        // and storing it in pokemonProduct
+        pokemonProduct.setUrl(product.selectFirst("a").attr("href"));
+        pokemonProduct.setImage(product.selectFirst("img").attr("src"));
+        pokemonProduct.setName(product.selectFirst("h2").text());
+        pokemonProduct.setPrice(product.selectFirst("span").text());
+
+        return pokemonProduct;
+    }
+
+}