diff --git a/gradle.properties b/gradle.properties
index 74702135..f9678f8b 100644
--- a/gradle.properties
+++ b/gradle.properties
@@ -2,7 +2,7 @@
 qdrantProtosVersion=v1.14.0
 
 # The version of qdrant docker image to run integration tests against
-qdrantVersion=v1.14.0
+qdrantVersion=v1.14.1
 
 # The version of the client to generate
-packageVersion=1.14.0
+packageVersion=1.14.1
diff --git a/src/main/java/io/qdrant/client/QueryFactory.java b/src/main/java/io/qdrant/client/QueryFactory.java
index f99c8ee9..b2b8fc0f 100644
--- a/src/main/java/io/qdrant/client/QueryFactory.java
+++ b/src/main/java/io/qdrant/client/QueryFactory.java
@@ -5,8 +5,10 @@
 
 import io.qdrant.client.grpc.Points.ContextInput;
 import io.qdrant.client.grpc.Points.DiscoverInput;
+import io.qdrant.client.grpc.Points.Document;
 import io.qdrant.client.grpc.Points.Formula;
 import io.qdrant.client.grpc.Points.Fusion;
+import io.qdrant.client.grpc.Points.InferenceObject;
 import io.qdrant.client.grpc.Points.OrderBy;
 import io.qdrant.client.grpc.Points.PointId;
 import io.qdrant.client.grpc.Points.Query;
@@ -157,7 +159,7 @@ public static Query nearest(long id) {
   /**
    * Creates a {@link Query} from a {@link UUID}
    *
-   * @param id The pint id
+   * @param id The point id
    * @return a new instance of {@link Query}
    */
   public static Query nearest(UUID id) {
@@ -167,13 +169,43 @@ public static Query nearest(UUID id) {
   /**
    * Creates a {@link Query} from a {@link PointId}
    *
-   * @param id The pint id
+   * @param id The point id
    * @return a new instance of {@link Query}
    */
   public static Query nearest(PointId id) {
     return Query.newBuilder().setNearest(vectorInput(id)).build();
   }
 
+  /**
+   * Creates a {@link Query} from a {@link Document}
+   *
+   * @param document The document to vectorize and query against.
+   * @return a new instance of {@link Query}
+   */
+  public static Query nearest(Document document) {
+    return Query.newBuilder().setNearest(vectorInput(document)).build();
+  }
+
+  /**
+   * Creates a {@link Query} from an image for cloud inference.
+   *
+   * @param image The image to vectorize and query against.
+   * @return a new instance of {@link Query}
+   */
+  public static Query nearest(io.qdrant.client.grpc.Points.Image image) {
+    return Query.newBuilder().setNearest(vectorInput(image)).build();
+  }
+
+  /**
+   * Creates a {@link Query} from an {@link InferenceObject}
+   *
+   * @param object The inference object to vectorize and query against.
+   * @return a new instance of {@link Query}
+   */
+  public static Query nearest(InferenceObject object) {
+    return Query.newBuilder().setNearest(vectorInput(object)).build();
+  }
+
   /**
    * Creates a {@link Query} from a nested list of floats representing a multi vector
    *
diff --git a/src/main/java/io/qdrant/client/VectorFactory.java b/src/main/java/io/qdrant/client/VectorFactory.java
index 06ea0958..dc5607f0 100644
--- a/src/main/java/io/qdrant/client/VectorFactory.java
+++ b/src/main/java/io/qdrant/client/VectorFactory.java
@@ -1,6 +1,9 @@
 package io.qdrant.client;
 
 import com.google.common.primitives.Floats;
+import io.qdrant.client.grpc.Points.Document;
+import io.qdrant.client.grpc.Points.Image;
+import io.qdrant.client.grpc.Points.InferenceObject;
 import io.qdrant.client.grpc.Points.SparseIndices;
 import io.qdrant.client.grpc.Points.Vector;
 import java.util.ArrayList;
@@ -45,6 +48,36 @@ public static Vector vector(List<Float> vector, List<Integer> indices) {
         .build();
   }
 
+  /**
+   * Creates a vector from a document for cloud inference.
+   *
+   * @param document The document to vectorize.
+   * @return A new instance of {@link Vector}
+   */
+  public static Vector vector(Document document) {
+    return Vector.newBuilder().setDocument(document).build();
+  }
+
+  /**
+   * Creates a vector from an image for cloud inference.
+   *
+   * @param image The image to vectorize.
+   * @return A new instance of {@link Vector}
+   */
+  public static Vector vector(Image image) {
+    return Vector.newBuilder().setImage(image).build();
+  }
+
+  /**
+   * Creates a vector from an inference object.
+   *
+   * @param object The inference object to vectorize.
+   * @return A new instance of {@link Vector}
+   */
+  public static Vector vector(InferenceObject object) {
+    return Vector.newBuilder().setObject(object).build();
+  }
+
   /**
    * Creates a multi vector from a nested list of floats
    *
diff --git a/src/main/java/io/qdrant/client/VectorInputFactory.java b/src/main/java/io/qdrant/client/VectorInputFactory.java
index e7696fda..30d20ce6 100644
--- a/src/main/java/io/qdrant/client/VectorInputFactory.java
+++ b/src/main/java/io/qdrant/client/VectorInputFactory.java
@@ -4,6 +4,9 @@
 
 import com.google.common.primitives.Floats;
 import io.qdrant.client.grpc.Points.DenseVector;
+import io.qdrant.client.grpc.Points.Document;
+import io.qdrant.client.grpc.Points.Image;
+import io.qdrant.client.grpc.Points.InferenceObject;
 import io.qdrant.client.grpc.Points.MultiDenseVector;
 import io.qdrant.client.grpc.Points.PointId;
 import io.qdrant.client.grpc.Points.SparseVector;
@@ -114,33 +117,33 @@ public static VectorInput vectorInput(PointId id) {
     return VectorInput.newBuilder().setId(id).build();
   }
 
-  // /**
-  //  * Creates a {@link VectorInput} from a {@link Document}
-  //  *
-  //  * @param document An instance of {@link Document}
-  //  * @return a new instance of {@link VectorInput}
-  //  */
-  // public static VectorInput vectorInput(Document document) {
-  //   return VectorInput.newBuilder().setDocument(document).build();
-  // }
+  /**
+   * Creates a {@link VectorInput} from a {@link Document}
+   *
+   * @param document An instance of {@link Document}
+   * @return a new instance of {@link VectorInput}
+   */
+  public static VectorInput vectorInput(Document document) {
+    return VectorInput.newBuilder().setDocument(document).build();
+  }
 
-  // /**
-  //  * Creates a {@link VectorInput} from a an {@link Image}
-  //  *
-  //  * @param image An instance of {@link Image}
-  //  * @return a new instance of {@link VectorInput}
-  //  */
-  // public static VectorInput vectorInput(Image image) {
-  //   return VectorInput.newBuilder().setImage(image).build();
-  // }
+  /**
+   * Creates a {@link VectorInput} from a an {@link Image}
+   *
+   * @param image An instance of {@link Image}
+   * @return a new instance of {@link VectorInput}
+   */
+  public static VectorInput vectorInput(Image image) {
+    return VectorInput.newBuilder().setImage(image).build();
+  }
 
-  // /**
-  //  * Creates a {@link VectorInput} from a {@link InferenceObject}
-  //  *
-  //  * @param object An instance of {@link InferenceObject}
-  //  * @return a new instance of {@link VectorInput}
-  //  */
-  // public static VectorInput vectorInput(InferenceObject object) {
-  //   return VectorInput.newBuilder().setObject(object).build();
-  // }
+  /**
+   * Creates a {@link VectorInput} from a {@link InferenceObject}
+   *
+   * @param object An instance of {@link InferenceObject}
+   * @return a new instance of {@link VectorInput}
+   */
+  public static VectorInput vectorInput(InferenceObject object) {
+    return VectorInput.newBuilder().setObject(object).build();
+  }
 }
diff --git a/src/main/java/io/qdrant/client/VectorsFactory.java b/src/main/java/io/qdrant/client/VectorsFactory.java
index 70d09223..9fce93f3 100644
--- a/src/main/java/io/qdrant/client/VectorsFactory.java
+++ b/src/main/java/io/qdrant/client/VectorsFactory.java
@@ -2,6 +2,9 @@
 
 import static io.qdrant.client.VectorFactory.vector;
 
+import io.qdrant.client.grpc.Points.Document;
+import io.qdrant.client.grpc.Points.Image;
+import io.qdrant.client.grpc.Points.InferenceObject;
 import io.qdrant.client.grpc.Points.NamedVectors;
 import io.qdrant.client.grpc.Points.Vector;
 import io.qdrant.client.grpc.Points.Vectors;
@@ -51,4 +54,34 @@ public static Vectors vectors(float... values) {
   public static Vectors vectors(Vector vector) {
     return Vectors.newBuilder().setVector(vector).build();
   }
+
+  /**
+   * Creates an instance of {@link Vectors} from a document for cloud inference.
+   *
+   * @param document An instance of {@link Document}
+   * @return a new instance of {@link Vectors}
+   */
+  public static Vectors vectors(Document document) {
+    return Vectors.newBuilder().setVector(vector(document)).build();
+  }
+
+  /**
+   * Creates an instance of {@link Vectors} from an image for cloud inference.
+   *
+   * @param image An instance of {@link Image}
+   * @return a new instance of {@link Vectors}
+   */
+  public static Vectors vectors(Image image) {
+    return Vectors.newBuilder().setVector(vector(image)).build();
+  }
+
+  /**
+   * Creates an instance of {@link Vectors} from an inference object.
+   *
+   * @param object The inference object to vectorize.
+   * @return A new instance of {@link Vectors}
+   */
+  public static Vectors vectors(InferenceObject object) {
+    return Vectors.newBuilder().setVector(vector(object)).build();
+  }
 }