diff --git a/.gitignore b/.gitignore
index b513607..761f16b 100644
--- a/.gitignore
+++ b/.gitignore
@@ -11,6 +11,7 @@ build/
 .idea/libraries/
 .idea/uiDesigner.xml
 .idea/codeStyles/codeStyleConfig.xml
+.idea/codeStyles/Project.xml
 *.iws
 *.iml
 *.ipr
diff --git a/README.md b/README.md
index e577abd..2082d3f 100644
--- a/README.md
+++ b/README.md
@@ -34,14 +34,14 @@ To install the library, add the following lines to your build config file.
 <dependency>
   <groupId>io.qdrant</groupId>
   <artifactId>client</artifactId>
-  <version>1.11.0</version>
+  <version>1.12.0</version>
 </dependency>
 ```
 
 #### SBT
 
 ```sbt
-libraryDependencies += "io.qdrant" % "client" % "1.11.0"
+libraryDependencies += "io.qdrant" % "client" % "1.12.0"
 ```
 
 #### Gradle
diff --git a/gradle.properties b/gradle.properties
index 01f86b6..32efcbd 100644
--- a/gradle.properties
+++ b/gradle.properties
@@ -1,8 +1,8 @@
 # The version of qdrant to use to download protos
-qdrantProtosVersion=v1.11.0
+qdrantProtosVersion=v1.12.0
 
 # The version of qdrant docker image to run integration tests against
-qdrantVersion=v1.11.0
+qdrantVersion=v1.12.0
 
 # The version of the client to generate
-packageVersion=1.11.0
+packageVersion=1.12.0
diff --git a/src/main/java/io/qdrant/client/QdrantClient.java b/src/main/java/io/qdrant/client/QdrantClient.java
index e525b0c..712f850 100644
--- a/src/main/java/io/qdrant/client/QdrantClient.java
+++ b/src/main/java/io/qdrant/client/QdrantClient.java
@@ -40,6 +40,7 @@
 import io.qdrant.client.grpc.Collections.VectorsConfig;
 import io.qdrant.client.grpc.CollectionsGrpc;
 import io.qdrant.client.grpc.JsonWithInt.Value;
+import io.qdrant.client.grpc.Points;
 import io.qdrant.client.grpc.Points.BatchResult;
 import io.qdrant.client.grpc.Points.ClearPayloadPoints;
 import io.qdrant.client.grpc.Points.CountPoints;
@@ -2804,6 +2805,103 @@ public ListenableFuture<List<PointGroup>> queryGroupsAsync(
         future, response -> response.getResult().getGroupsList(), MoreExecutors.directExecutor());
   }
 
+  /**
+   * Perform facet counts. For each value in the field, count the number of points that have this
+   * value and match the conditions.
+   *
+   * @param request the facet counts request
+   * @return a new instance of {@link ListenableFuture}
+   */
+  public ListenableFuture<List<Points.FacetHit>> facetAsync(Points.FacetCounts request) {
+    return facetAsync(request, null);
+  }
+
+  /**
+   * Perform facet counts. For each value in the field, count the number of points that have this
+   * value and match the conditions.
+   *
+   * @param request the facet counts request
+   * @param timeout the timeout for the call.
+   * @return a new instance of {@link ListenableFuture}
+   */
+  public ListenableFuture<List<Points.FacetHit>> facetAsync(
+      Points.FacetCounts request, @Nullable Duration timeout) {
+    Preconditions.checkArgument(
+        !request.getCollectionName().isEmpty(), "Collection name must not be empty");
+
+    logger.debug("Facet on '{}'", request.getCollectionName());
+    ListenableFuture<Points.FacetResponse> future = getPoints(timeout).facet(request);
+    addLogFailureCallback(future, "Facet");
+    return Futures.transform(
+        future, Points.FacetResponse::getHitsList, MoreExecutors.directExecutor());
+  }
+
+  // region distance matrix
+
+  /**
+   * Compute distance matrix for sampled points with a pair based output format.
+   *
+   * @param request the search matrix pairs request
+   * @return a new instance of {@link ListenableFuture}
+   */
+  public ListenableFuture<Points.SearchMatrixPairs> searchMatrixPairsAsync(
+      Points.SearchMatrixPoints request) {
+    return searchMatrixPairsAsync(request, null);
+  }
+
+  /**
+   * Compute distance matrix for sampled points with a pair based output format.
+   *
+   * @param request the search matrix pairs request
+   * @param timeout the timeout for the call.
+   * @return a new instance of {@link ListenableFuture}
+   */
+  public ListenableFuture<Points.SearchMatrixPairs> searchMatrixPairsAsync(
+      Points.SearchMatrixPoints request, @Nullable Duration timeout) {
+    Preconditions.checkArgument(
+        !request.getCollectionName().isEmpty(), "Collection name must not be empty");
+
+    logger.debug("Search matrix pairs on '{}'", request.getCollectionName());
+    ListenableFuture<Points.SearchMatrixPairsResponse> future =
+        getPoints(timeout).searchMatrixPairs(request);
+    addLogFailureCallback(future, "Search matrix pairs");
+    return Futures.transform(
+        future, Points.SearchMatrixPairsResponse::getResult, MoreExecutors.directExecutor());
+  }
+
+  /**
+   * Compute distance matrix for sampled points with an offset based output format
+   *
+   * @param request the search matrix pairs request
+   * @return a new instance of {@link ListenableFuture}
+   */
+  public ListenableFuture<Points.SearchMatrixOffsets> searchMatrixOffsetsAsync(
+      Points.SearchMatrixPoints request) {
+    return searchMatrixOffsetsAsync(request, null);
+  }
+
+  /**
+   * Compute distance matrix for sampled points with an offset based output format
+   *
+   * @param request the search matrix pairs request
+   * @param timeout the timeout for the call.
+   * @return a new instance of {@link ListenableFuture}
+   */
+  public ListenableFuture<Points.SearchMatrixOffsets> searchMatrixOffsetsAsync(
+      Points.SearchMatrixPoints request, @Nullable Duration timeout) {
+    Preconditions.checkArgument(
+        !request.getCollectionName().isEmpty(), "Collection name must not be empty");
+
+    logger.debug("Search matrix offsets on '{}'", request.getCollectionName());
+    ListenableFuture<Points.SearchMatrixOffsetsResponse> future =
+        getPoints(timeout).searchMatrixOffsets(request);
+    addLogFailureCallback(future, "Search matrix offsets");
+    return Futures.transform(
+        future, Points.SearchMatrixOffsetsResponse::getResult, MoreExecutors.directExecutor());
+  }
+
+  // endregion
+
   // region Snapshot Management
 
   /**
diff --git a/src/test/java/io/qdrant/client/PointsTest.java b/src/test/java/io/qdrant/client/PointsTest.java
index 9549a24..a999980 100644
--- a/src/test/java/io/qdrant/client/PointsTest.java
+++ b/src/test/java/io/qdrant/client/PointsTest.java
@@ -813,6 +813,80 @@ public void queryGroups() throws ExecutionException, InterruptedException {
     assertEquals(1, groups.stream().filter(g -> g.getHitsCount() == 1).count());
   }
 
+  @Test
+  public void searchMatrixOffsets() throws ExecutionException, InterruptedException {
+    createAndSeedCollection(testName);
+
+    Points.SearchMatrixOffsets offsets =
+        client
+            .searchMatrixOffsetsAsync(
+                Points.SearchMatrixPoints.newBuilder()
+                    .setCollectionName(testName)
+                    .setSample(3)
+                    .setLimit(2)
+                    .build())
+            .get();
+
+    // Number of ids matches the limit
+    assertEquals(2, offsets.getIdsCount());
+  }
+
+  @Test
+  public void searchMatrixPairs() throws ExecutionException, InterruptedException {
+    createAndSeedCollection(testName);
+
+    Points.SearchMatrixPairs pairs =
+        client
+            .searchMatrixPairsAsync(
+                Points.SearchMatrixPoints.newBuilder()
+                    .setCollectionName(testName)
+                    .setSample(3)
+                    .setLimit(2)
+                    .build())
+            .get();
+
+    // Number of ids matches the limit
+    assertEquals(2, pairs.getPairsCount());
+  }
+
+  @Test
+  public void facets() throws ExecutionException, InterruptedException {
+    createAndSeedCollection(testName);
+
+    // create payload index for "foo" field
+    UpdateResult result =
+        client
+            .createPayloadIndexAsync(
+                testName, "foo", PayloadSchemaType.Keyword, null, null, null, null)
+            .get();
+
+    assertEquals(UpdateStatus.Completed, result.getStatus());
+
+    List<Points.FacetHit> facets =
+        client
+            .facetAsync(
+                Points.FacetCounts.newBuilder()
+                    .setCollectionName(testName)
+                    .setKey("foo")
+                    .setLimit(2)
+                    .build())
+            .get();
+
+    // Number of facets matches the limit
+    assertEquals(2, facets.size());
+    // validate hits
+    assertEquals(
+        1,
+        facets.stream()
+            .filter(f -> f.getValue().getStringValue().equals("hello") && f.getCount() == 1)
+            .count());
+    assertEquals(
+        1,
+        facets.stream()
+            .filter(f -> f.getValue().getStringValue().equals("goodbye") && f.getCount() == 1)
+            .count());
+  }
+
   private void createAndSeedCollection(String collectionName)
       throws ExecutionException, InterruptedException {
     CreateCollection request =