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commit 658d6366628029bcc846f2e2540e014f8cd085b5
Author: James Netherton <[email protected]>
AuthorDate: Thu Oct 9 12:59:54 2025 +0100

    Add LangChain4j EmbeddingStore support
    
    Fixes #7766
---
 catalog/pom.xml                                    |  13 ++
 docs/modules/ROOT/nav.adoc                         |   1 +
 .../extensions/langchain4j-embeddingstore.adoc     |  61 +++++++
 .../langchain4j-embeddingstore/deployment/pom.xml  |  67 +++++++
 .../Langchain4jEmbeddingstoreProcessor.java        |  29 +++
 extensions/langchain4j-embeddingstore/pom.xml      |  39 ++++
 .../langchain4j-embeddingstore/runtime/pom.xml     | 106 +++++++++++
 .../main/resources/META-INF/quarkus-extension.yaml |  33 ++++
 extensions/pom.xml                                 |   1 +
 .../langchain4j-embeddingstore/pom.xml             | 199 +++++++++++++++++++++
 .../it/Langchain4jEmbeddingstoreProducers.java     |  72 ++++++++
 .../it/Langchain4jEmbeddingstoreResource.java      |  98 ++++++++++
 .../it/Langchain4jEmbeddingstoreRoutes.java        |  31 ++++
 .../it/Langchain4JQdrantEmbeddingstoreIT.java      |  24 +++
 .../it/Langchain4jQdrantEmbeddingstoreTest.java    | 102 +++++++++++
 .../embeddingstore/it/QdrantTestResource.java      |  70 ++++++++
 integration-tests/pom.xml                          |   1 +
 poms/bom-test/pom.xml                              |   5 +
 poms/bom/pom.xml                                   |  20 +++
 poms/bom/src/main/generated/flattened-full-pom.xml |  20 +++
 .../src/main/generated/flattened-reduced-pom.xml   |  20 +++
 .../generated/flattened-reduced-verbose-pom.xml    |  20 +++
 tooling/scripts/test-categories.yaml               |   1 +
 23 files changed, 1033 insertions(+)

diff --git a/catalog/pom.xml b/catalog/pom.xml
index 6aeefee7f8..adb5c453d0 100644
--- a/catalog/pom.xml
+++ b/catalog/pom.xml
@@ -2463,6 +2463,19 @@
                 </exclusion>
             </exclusions>
         </dependency>
+        <dependency>
+            <groupId>org.apache.camel.quarkus</groupId>
+            <artifactId>camel-quarkus-langchain4j-embeddingstore</artifactId>
+            <version>${project.version}</version>
+            <type>pom</type>
+            <scope>test</scope>
+            <exclusions>
+                <exclusion>
+                    <groupId>*</groupId>
+                    <artifactId>*</artifactId>
+                </exclusion>
+            </exclusions>
+        </dependency>
         <dependency>
             <groupId>org.apache.camel.quarkus</groupId>
             <artifactId>camel-quarkus-langchain4j-tokenizer</artifactId>
diff --git a/docs/modules/ROOT/nav.adoc b/docs/modules/ROOT/nav.adoc
index 445eb398e8..e7ad06f75e 100644
--- a/docs/modules/ROOT/nav.adoc
+++ b/docs/modules/ROOT/nav.adoc
@@ -204,6 +204,7 @@
 *** xref:reference/extensions/lra.adoc[LRA]
 *** xref:reference/extensions/lzf.adoc[LZF Deflate Compression]
 *** xref:reference/extensions/langchain4j-agent.adoc[LangChain4j Agent]
+*** xref:reference/extensions/langchain4j-embeddingstore.adoc[LangChain4j 
Embedding Store]
 *** xref:reference/extensions/langchain4j-embeddings.adoc[LangChain4j 
Embeddings]
 *** xref:reference/extensions/langchain4j-tokenizer.adoc[LangChain4j Tokenizer]
 *** xref:reference/extensions/langchain4j-tools.adoc[LangChain4j Tools]
diff --git 
a/docs/modules/ROOT/pages/reference/extensions/langchain4j-embeddingstore.adoc 
b/docs/modules/ROOT/pages/reference/extensions/langchain4j-embeddingstore.adoc
new file mode 100644
index 0000000000..81d7dfb6a3
--- /dev/null
+++ 
b/docs/modules/ROOT/pages/reference/extensions/langchain4j-embeddingstore.adoc
@@ -0,0 +1,61 @@
+// Do not edit directly!
+// This file was generated by 
camel-quarkus-maven-plugin:update-extension-doc-page
+[id="extensions-langchain4j-embeddingstore"]
+= LangChain4j Embedding Store
+:linkattrs:
+:cq-artifact-id: camel-quarkus-langchain4j-embeddingstore
+:cq-native-supported: true
+:cq-status: Preview
+:cq-status-deprecation: Preview
+:cq-description: Perform operations on the Langchain4jEmbeddingStores.
+:cq-deprecated: false
+:cq-jvm-since: 3.29.0
+:cq-native-since: 3.29.0
+
+ifeval::[{doc-show-badges} == true]
+[.badges]
+[.badge-key]##JVM since##[.badge-supported]##3.29.0## [.badge-key]##Native 
since##[.badge-supported]##3.29.0##
+endif::[]
+
+Perform operations on the Langchain4jEmbeddingStores.
+
+[id="extensions-langchain4j-embeddingstore-maven-coordinates"]
+== Maven coordinates
+
+https://{link-quarkus-code-generator}/?extension-search=camel-quarkus-langchain4j-embeddingstore[Create
 a new project with this extension on {link-quarkus-code-generator}, 
window="_blank"]
+
+Or add the coordinates to your existing project:
+
+[source,xml]
+----
+<dependency>
+    <groupId>org.apache.camel.quarkus</groupId>
+    <artifactId>camel-quarkus-langchain4j-embeddingstore</artifactId>
+</dependency>
+----
+ifeval::[{doc-show-user-guide-link} == true]
+Check the xref:user-guide/index.adoc[User guide] for more information about 
writing Camel Quarkus applications.
+endif::[]
+
+[id="extensions-langchain4j-embeddingstore-quarkus-langchain4j-bom"]
+== LangChain4j dependency management
+
+In order to ensure alignment across all Quarkus and LangChain4j related 
dependencies, it is recommended to import the LangChain4j BOM as below:
+[source,xml]
+----
+<dependencyManagement>
+  <dependencies>
+    <dependency>
+      <groupId>dev.langchain4j</groupId>
+      <artifactId>langchain4j-bom</artifactId>
+      <version>1.5.0</version>
+      <type>pom</type>
+      <scope>import</scope>
+    </dependency>
+  </dependencies>
+  ...
+</dependencyManagement>
+----
+
+Note that the import order is paramount when using maven 
`dependencyManagement`.
+As such, one might need to import the `langchain4j-bom` before other related 
Camel and Quarkus BOMs.
diff --git a/extensions/langchain4j-embeddingstore/deployment/pom.xml 
b/extensions/langchain4j-embeddingstore/deployment/pom.xml
new file mode 100644
index 0000000000..f481ad09d4
--- /dev/null
+++ b/extensions/langchain4j-embeddingstore/deployment/pom.xml
@@ -0,0 +1,67 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!--
+
+    Licensed to the Apache Software Foundation (ASF) under one or more
+    contributor license agreements.  See the NOTICE file distributed with
+    this work for additional information regarding copyright ownership.
+    The ASF licenses this file to You under the Apache License, Version 2.0
+    (the "License"); you may not use this file except in compliance with
+    the License.  You may obtain a copy of the License at
+
+         http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing, software
+    distributed under the License is distributed on an "AS IS" BASIS,
+    WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+    See the License for the specific language governing permissions and
+    limitations under the License.
+
+-->
+<project xmlns="http://maven.apache.org/POM/4.0.0";
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance";
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 
http://maven.apache.org/xsd/maven-4.0.0.xsd";>
+    <modelVersion>4.0.0</modelVersion>
+    <parent>
+        <groupId>org.apache.camel.quarkus</groupId>
+        
<artifactId>camel-quarkus-langchain4j-embeddingstore-parent</artifactId>
+        <version>3.29.0-SNAPSHOT</version>
+        <relativePath>../pom.xml</relativePath>
+    </parent>
+
+    
<artifactId>camel-quarkus-langchain4j-embeddingstore-deployment</artifactId>
+    <name>Camel Quarkus :: LangChain4j Embedding Store :: Deployment</name>
+
+    <dependencies>
+        <dependency>
+            <groupId>org.apache.camel.quarkus</groupId>
+            <artifactId>camel-quarkus-core-deployment</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.camel.quarkus</groupId>
+            
<artifactId>camel-quarkus-langchain4j-embeddings-deployment</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.camel.quarkus</groupId>
+            <artifactId>camel-quarkus-langchain4j-embeddingstore</artifactId>
+        </dependency>
+    </dependencies>
+
+    <build>
+        <plugins>
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-compiler-plugin</artifactId>
+                <configuration>
+                    <annotationProcessorPaths>
+                        <path>
+                            <groupId>io.quarkus</groupId>
+                            
<artifactId>quarkus-extension-processor</artifactId>
+                            <version>${quarkus.version}</version>
+                        </path>
+                    </annotationProcessorPaths>
+                </configuration>
+            </plugin>
+        </plugins>
+    </build>
+
+</project>
diff --git 
a/extensions/langchain4j-embeddingstore/deployment/src/main/java/org/apache/camel/quarkus/component/langchain4j/embeddingstore/deployment/Langchain4jEmbeddingstoreProcessor.java
 
b/extensions/langchain4j-embeddingstore/deployment/src/main/java/org/apache/camel/quarkus/component/langchain4j/embeddingstore/deployment/Langchain4jEmbeddingstoreProcessor.java
new file mode 100644
index 0000000000..5dead2ed28
--- /dev/null
+++ 
b/extensions/langchain4j-embeddingstore/deployment/src/main/java/org/apache/camel/quarkus/component/langchain4j/embeddingstore/deployment/Langchain4jEmbeddingstoreProcessor.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package 
org.apache.camel.quarkus.component.langchain4j.embeddingstore.deployment;
+
+import io.quarkus.deployment.annotations.BuildStep;
+import io.quarkus.deployment.builditem.FeatureBuildItem;
+
+class Langchain4jEmbeddingstoreProcessor {
+    private static final String FEATURE = "camel-langchain4j-embeddingstore";
+
+    @BuildStep
+    FeatureBuildItem feature() {
+        return new FeatureBuildItem(FEATURE);
+    }
+}
diff --git a/extensions/langchain4j-embeddingstore/pom.xml 
b/extensions/langchain4j-embeddingstore/pom.xml
new file mode 100644
index 0000000000..7c931c443f
--- /dev/null
+++ b/extensions/langchain4j-embeddingstore/pom.xml
@@ -0,0 +1,39 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!--
+
+    Licensed to the Apache Software Foundation (ASF) under one or more
+    contributor license agreements.  See the NOTICE file distributed with
+    this work for additional information regarding copyright ownership.
+    The ASF licenses this file to You under the Apache License, Version 2.0
+    (the "License"); you may not use this file except in compliance with
+    the License.  You may obtain a copy of the License at
+
+         http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing, software
+    distributed under the License is distributed on an "AS IS" BASIS,
+    WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+    See the License for the specific language governing permissions and
+    limitations under the License.
+
+-->
+<project xmlns="http://maven.apache.org/POM/4.0.0";
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance";
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 
http://maven.apache.org/xsd/maven-4.0.0.xsd";>
+    <modelVersion>4.0.0</modelVersion>
+    <parent>
+        <groupId>org.apache.camel.quarkus</groupId>
+        <artifactId>camel-quarkus-extensions</artifactId>
+        <version>3.29.0-SNAPSHOT</version>
+        <relativePath>../pom.xml</relativePath>
+    </parent>
+
+    <artifactId>camel-quarkus-langchain4j-embeddingstore-parent</artifactId>
+    <name>Camel Quarkus :: LangChain4j Embedding Store</name>
+    <packaging>pom</packaging>
+
+    <modules>
+        <module>deployment</module>
+        <module>runtime</module>
+    </modules>
+</project>
diff --git a/extensions/langchain4j-embeddingstore/runtime/pom.xml 
b/extensions/langchain4j-embeddingstore/runtime/pom.xml
new file mode 100644
index 0000000000..b6d547b4da
--- /dev/null
+++ b/extensions/langchain4j-embeddingstore/runtime/pom.xml
@@ -0,0 +1,106 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!--
+
+    Licensed to the Apache Software Foundation (ASF) under one or more
+    contributor license agreements.  See the NOTICE file distributed with
+    this work for additional information regarding copyright ownership.
+    The ASF licenses this file to You under the Apache License, Version 2.0
+    (the "License"); you may not use this file except in compliance with
+    the License.  You may obtain a copy of the License at
+
+         http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing, software
+    distributed under the License is distributed on an "AS IS" BASIS,
+    WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+    See the License for the specific language governing permissions and
+    limitations under the License.
+
+-->
+<project xmlns="http://maven.apache.org/POM/4.0.0";
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance";
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 
http://maven.apache.org/xsd/maven-4.0.0.xsd";>
+    <modelVersion>4.0.0</modelVersion>
+    <parent>
+        <groupId>org.apache.camel.quarkus</groupId>
+        
<artifactId>camel-quarkus-langchain4j-embeddingstore-parent</artifactId>
+        <version>3.29.0-SNAPSHOT</version>
+        <relativePath>../pom.xml</relativePath>
+    </parent>
+
+    <artifactId>camel-quarkus-langchain4j-embeddingstore</artifactId>
+    <name>Camel Quarkus :: LangChain4j Embedding Store :: Runtime</name>
+    <description>Perform operations on the 
Langchain4jEmbeddingStores.</description>
+
+    <properties>
+        <camel.quarkus.jvmSince>3.29.0</camel.quarkus.jvmSince>
+        <camel.quarkus.nativeSince>3.29.0</camel.quarkus.nativeSince>
+        <quarkus.metadata.status>preview</quarkus.metadata.status>
+    </properties>
+
+    <dependencies>
+        <dependency>
+            <groupId>org.apache.camel.quarkus</groupId>
+            <artifactId>camel-quarkus-core</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.camel.quarkus</groupId>
+            <artifactId>camel-quarkus-langchain4j-embeddings</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.camel</groupId>
+            <artifactId>camel-langchain4j-embeddingstore</artifactId>
+        </dependency>
+    </dependencies>
+
+    <build>
+        <plugins>
+            <plugin>
+                <groupId>io.quarkus</groupId>
+                <artifactId>quarkus-extension-maven-plugin</artifactId>
+            </plugin>
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-compiler-plugin</artifactId>
+                <configuration>
+                    <annotationProcessorPaths>
+                        <path>
+                            <groupId>io.quarkus</groupId>
+                            
<artifactId>quarkus-extension-processor</artifactId>
+                            <version>${quarkus.version}</version>
+                        </path>
+                    </annotationProcessorPaths>
+                </configuration>
+            </plugin>
+        </plugins>
+    </build>
+
+
+    <profiles>
+        <profile>
+            <id>full</id>
+            <activation>
+                <property>
+                    <name>!quickly</name>
+                </property>
+            </activation>
+            <build>
+                <plugins>
+                    <plugin>
+                        <groupId>org.apache.camel.quarkus</groupId>
+                        <artifactId>camel-quarkus-maven-plugin</artifactId>
+                        <executions>
+                            <execution>
+                                <id>update-extension-doc-page</id>
+                                <goals>
+                                    <goal>update-extension-doc-page</goal>
+                                </goals>
+                                <phase>process-classes</phase>
+                            </execution>
+                        </executions>
+                    </plugin>
+                </plugins>
+            </build>
+        </profile>
+    </profiles>
+</project>
diff --git 
a/extensions/langchain4j-embeddingstore/runtime/src/main/resources/META-INF/quarkus-extension.yaml
 
b/extensions/langchain4j-embeddingstore/runtime/src/main/resources/META-INF/quarkus-extension.yaml
new file mode 100644
index 0000000000..ec8e469ff6
--- /dev/null
+++ 
b/extensions/langchain4j-embeddingstore/runtime/src/main/resources/META-INF/quarkus-extension.yaml
@@ -0,0 +1,33 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+
+# This is a generated file. Do not edit directly!
+# To re-generate, run the following command from the top level directory:
+#
+#   mvn -N cq:update-quarkus-metadata
+#
+---
+name: "Camel LangChain4j Embedding Store"
+description: "Perform operations on the Langchain4jEmbeddingStores"
+metadata:
+  icon-url: 
"https://raw.githubusercontent.com/apache/camel-website/main/antora-ui-camel/src/img/logo-d.svg";
+  sponsor: "Apache Software Foundation"
+  guide: 
"https://camel.apache.org/camel-quarkus/latest/reference/extensions/langchain4j-embeddingstore.html";
+  categories:
+  - "integration"
+  status:
+  - "preview"
diff --git a/extensions/pom.xml b/extensions/pom.xml
index 0d8d52d8c6..3c2337508f 100644
--- a/extensions/pom.xml
+++ b/extensions/pom.xml
@@ -176,6 +176,7 @@
         <module>langchain4j-agent</module>
         <module>langchain4j-chat</module>
         <module>langchain4j-embeddings</module>
+        <module>langchain4j-embeddingstore</module>
         <module>langchain4j-tokenizer</module>
         <module>langchain4j-tools</module>
         <module>langchain4j-web-search</module>
diff --git a/integration-tests/langchain4j-embeddingstore/pom.xml 
b/integration-tests/langchain4j-embeddingstore/pom.xml
new file mode 100644
index 0000000000..05cdcafdd0
--- /dev/null
+++ b/integration-tests/langchain4j-embeddingstore/pom.xml
@@ -0,0 +1,199 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!--
+
+    Licensed to the Apache Software Foundation (ASF) under one or more
+    contributor license agreements.  See the NOTICE file distributed with
+    this work for additional information regarding copyright ownership.
+    The ASF licenses this file to You under the Apache License, Version 2.0
+    (the "License"); you may not use this file except in compliance with
+    the License.  You may obtain a copy of the License at
+
+         http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing, software
+    distributed under the License is distributed on an "AS IS" BASIS,
+    WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+    See the License for the specific language governing permissions and
+    limitations under the License.
+
+-->
+<project xmlns="http://maven.apache.org/POM/4.0.0";
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance";
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 
http://maven.apache.org/xsd/maven-4.0.0.xsd";>
+    <modelVersion>4.0.0</modelVersion>
+    <parent>
+        <groupId>org.apache.camel.quarkus</groupId>
+        <artifactId>camel-quarkus-build-parent-it</artifactId>
+        <version>3.29.0-SNAPSHOT</version>
+        <relativePath>../../poms/build-parent-it/pom.xml</relativePath>
+    </parent>
+
+    
<artifactId>camel-quarkus-integration-test-langchain4j-embeddingstore</artifactId>
+    <name>Camel Quarkus :: Integration Tests :: LangChain4j Embedding 
Store</name>
+    <description>Integration tests for Camel Quarkus LangChain4j Embedding 
Store extension</description>
+
+    <dependencies>
+        <dependency>
+            <groupId>org.apache.camel.quarkus</groupId>
+            <artifactId>camel-quarkus-direct</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.camel.quarkus</groupId>
+            <artifactId>camel-quarkus-langchain4j-embeddingstore</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>io.quarkus</groupId>
+            <artifactId>quarkus-grpc-common</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>io.quarkus</groupId>
+            <artifactId>quarkus-resteasy</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>io.quarkus</groupId>
+            <artifactId>quarkus-resteasy-jackson</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>dev.langchain4j</groupId>
+            <artifactId>langchain4j-embeddings-all-minilm-l6-v2</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>dev.langchain4j</groupId>
+            <artifactId>langchain4j-qdrant</artifactId>
+            <exclusions>
+                <exclusion>
+                    <groupId>com.google.android</groupId>
+                    <artifactId>annotations</artifactId>
+                </exclusion>
+                <exclusion>
+                    <groupId>com.google.code.findbugs</groupId>
+                    <artifactId>jsr305</artifactId>
+                </exclusion>
+                <exclusion>
+                    <groupId>io.grpc</groupId>
+                    <artifactId>grpc-netty-shaded</artifactId>
+                </exclusion>
+                <exclusion>
+                    <groupId>org.checkerframework</groupId>
+                    <artifactId>checker-qual</artifactId>
+                </exclusion>
+                <exclusion>
+                    <groupId>org.codehaus.mojo</groupId>
+                    <artifactId>animal-sniffer-annotations</artifactId>
+                </exclusion>
+            </exclusions>
+        </dependency>
+
+        <!-- test dependencies -->
+        <dependency>
+            <groupId>io.quarkus</groupId>
+            <artifactId>quarkus-junit5</artifactId>
+            <scope>test</scope>
+        </dependency>
+        <dependency>
+            <groupId>io.rest-assured</groupId>
+            <artifactId>rest-assured</artifactId>
+            <scope>test</scope>
+        </dependency>
+        <dependency>
+            <groupId>org.testcontainers</groupId>
+            <artifactId>qdrant</artifactId>
+            <scope>test</scope>
+            <exclusions>
+                <exclusion>
+                    <groupId>junit</groupId>
+                    <artifactId>junit</artifactId>
+                </exclusion>
+            </exclusions>
+        </dependency>
+        <dependency>
+            <groupId>io.quarkus</groupId>
+            <artifactId>quarkus-junit4-mock</artifactId>
+            <scope>test</scope>
+        </dependency>
+        <dependency>
+            <groupId>org.awaitility</groupId>
+            <artifactId>awaitility</artifactId>
+            <scope>test</scope>
+        </dependency>
+    </dependencies>
+
+    <profiles>
+        <profile>
+            <id>native</id>
+            <activation>
+                <property>
+                    <name>native</name>
+                </property>
+            </activation>
+            <properties>
+                <quarkus.native.enabled>true</quarkus.native.enabled>
+            </properties>
+            <build>
+                <plugins>
+                    <plugin>
+                        <groupId>org.apache.maven.plugins</groupId>
+                        <artifactId>maven-failsafe-plugin</artifactId>
+                        <executions>
+                            <execution>
+                                <goals>
+                                    <goal>integration-test</goal>
+                                    <goal>verify</goal>
+                                </goals>
+                            </execution>
+                        </executions>
+                    </plugin>
+                </plugins>
+            </build>
+        </profile>
+        <profile>
+            <id>virtualDependencies</id>
+            <activation>
+                <property>
+                    <name>!noVirtualDependencies</name>
+                </property>
+            </activation>
+            <dependencies>
+                <!-- The following dependencies guarantee that this module is 
built after them. You can update them by running `mvn process-resources 
-Pformat -N` from the source tree root directory -->
+                <dependency>
+                    <groupId>org.apache.camel.quarkus</groupId>
+                    <artifactId>camel-quarkus-direct-deployment</artifactId>
+                    <version>${project.version}</version>
+                    <type>pom</type>
+                    <scope>test</scope>
+                    <exclusions>
+                        <exclusion>
+                            <groupId>*</groupId>
+                            <artifactId>*</artifactId>
+                        </exclusion>
+                    </exclusions>
+                </dependency>
+                <dependency>
+                    <groupId>org.apache.camel.quarkus</groupId>
+                    
<artifactId>camel-quarkus-langchain4j-embeddingstore-deployment</artifactId>
+                    <version>${project.version}</version>
+                    <type>pom</type>
+                    <scope>test</scope>
+                    <exclusions>
+                        <exclusion>
+                            <groupId>*</groupId>
+                            <artifactId>*</artifactId>
+                        </exclusion>
+                    </exclusions>
+                </dependency>
+            </dependencies>
+        </profile>
+        <profile>
+            <id>skip-testcontainers-tests</id>
+            <activation>
+                <property>
+                    <name>skip-testcontainers-tests</name>
+                </property>
+            </activation>
+            <properties>
+                <skipTests>true</skipTests>
+            </properties>
+        </profile>
+    </profiles>
+
+</project>
diff --git 
a/integration-tests/langchain4j-embeddingstore/src/main/java/org/apache/camel/quarkus/component/langchain4j/embeddingstore/it/Langchain4jEmbeddingstoreProducers.java
 
b/integration-tests/langchain4j-embeddingstore/src/main/java/org/apache/camel/quarkus/component/langchain4j/embeddingstore/it/Langchain4jEmbeddingstoreProducers.java
new file mode 100644
index 0000000000..f853c152d1
--- /dev/null
+++ 
b/integration-tests/langchain4j-embeddingstore/src/main/java/org/apache/camel/quarkus/component/langchain4j/embeddingstore/it/Langchain4jEmbeddingstoreProducers.java
@@ -0,0 +1,72 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.camel.quarkus.component.langchain4j.embeddingstore.it;
+
+import dev.langchain4j.data.segment.TextSegment;
+import dev.langchain4j.model.embedding.EmbeddingModel;
+import 
dev.langchain4j.model.embedding.onnx.allminilml6v2.AllMiniLmL6V2EmbeddingModel;
+import dev.langchain4j.store.embedding.EmbeddingStore;
+import dev.langchain4j.store.embedding.qdrant.QdrantEmbeddingStore;
+import jakarta.enterprise.context.ApplicationScoped;
+import jakarta.enterprise.inject.Produces;
+import jakarta.inject.Singleton;
+import org.apache.camel.CamelContext;
+import 
org.apache.camel.component.langchain4j.embeddingstore.EmbeddingStoreFactory;
+import org.eclipse.microprofile.config.inject.ConfigProperty;
+
+@ApplicationScoped
+public class Langchain4jEmbeddingstoreProducers {
+    @ConfigProperty(name = "qdrant.host")
+    String qdrantHost;
+
+    @ConfigProperty(name = "qdrant.port")
+    Integer qdrantPort;
+
+    @ConfigProperty(name = "qdrant.collection")
+    String qdrantCollection;
+
+    @Produces
+    EmbeddingModel embeddingModel() {
+        return new AllMiniLmL6V2EmbeddingModel();
+    }
+
+    @Singleton
+    EmbeddingStoreFactory embeddingStoreFactory() {
+        return new EmbeddingStoreFactory() {
+            CamelContext camelContext;
+
+            @Override
+            public EmbeddingStore<TextSegment> createEmbeddingStore() {
+                return QdrantEmbeddingStore.builder()
+                        .host(qdrantHost)
+                        .port(qdrantPort)
+                        .collectionName(qdrantCollection)
+                        .build();
+            }
+
+            @Override
+            public void setCamelContext(CamelContext camelContext) {
+                this.camelContext = camelContext;
+            }
+
+            @Override
+            public CamelContext getCamelContext() {
+                return this.camelContext;
+            }
+        };
+    }
+}
diff --git 
a/integration-tests/langchain4j-embeddingstore/src/main/java/org/apache/camel/quarkus/component/langchain4j/embeddingstore/it/Langchain4jEmbeddingstoreResource.java
 
b/integration-tests/langchain4j-embeddingstore/src/main/java/org/apache/camel/quarkus/component/langchain4j/embeddingstore/it/Langchain4jEmbeddingstoreResource.java
new file mode 100644
index 0000000000..0c92dee257
--- /dev/null
+++ 
b/integration-tests/langchain4j-embeddingstore/src/main/java/org/apache/camel/quarkus/component/langchain4j/embeddingstore/it/Langchain4jEmbeddingstoreResource.java
@@ -0,0 +1,98 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.camel.quarkus.component.langchain4j.embeddingstore.it;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+import dev.langchain4j.data.segment.TextSegment;
+import dev.langchain4j.store.embedding.EmbeddingMatch;
+import jakarta.enterprise.context.ApplicationScoped;
+import jakarta.inject.Inject;
+import jakarta.ws.rs.Consumes;
+import jakarta.ws.rs.DELETE;
+import jakarta.ws.rs.POST;
+import jakarta.ws.rs.Path;
+import jakarta.ws.rs.PathParam;
+import jakarta.ws.rs.Produces;
+import jakarta.ws.rs.QueryParam;
+import jakarta.ws.rs.core.MediaType;
+import org.apache.camel.FluentProducerTemplate;
+import 
org.apache.camel.component.langchain4j.embeddingstore.LangChain4jEmbeddingStoreAction;
+import 
org.apache.camel.component.langchain4j.embeddingstore.LangChain4jEmbeddingStoreHeaders;
+
+@Path("/langchain4j-embeddingstore")
+@ApplicationScoped
+public class Langchain4jEmbeddingstoreResource {
+    @Inject
+    FluentProducerTemplate fluentProducerTemplate;
+
+    @Path("/{embeddingStoreType}/add")
+    @POST
+    @Consumes(MediaType.TEXT_PLAIN)
+    @Produces(MediaType.TEXT_PLAIN)
+    public String embeddingStoreAdd(
+            @PathParam("embeddingStoreType") String embeddingStoreType,
+            String content) {
+
+        return fluentProducerTemplate.to("direct:start")
+                .withHeader("embeddingStoreType", embeddingStoreType)
+                .withHeader(LangChain4jEmbeddingStoreHeaders.ACTION, 
LangChain4jEmbeddingStoreAction.ADD)
+                .withBody(content)
+                .request(String.class);
+    }
+
+    @SuppressWarnings("unchecked")
+    @Path("/{embeddingStoreType}/search")
+    @POST
+    @Consumes(MediaType.TEXT_PLAIN)
+    @Produces(MediaType.APPLICATION_JSON)
+    public List<Map<String, String>> embeddingStoreSearch(
+            @PathParam("embeddingStoreType") String embeddingStoreType,
+            String content) {
+
+        List<EmbeddingMatch<TextSegment>> matches = 
fluentProducerTemplate.to("direct:start")
+                .withHeader("embeddingStoreType", embeddingStoreType)
+                .withHeader(LangChain4jEmbeddingStoreHeaders.ACTION, 
LangChain4jEmbeddingStoreAction.SEARCH)
+                .withBody(content)
+                .request(List.class);
+
+        List<Map<String, String>> results = new ArrayList<>();
+        matches.forEach(match -> {
+            Map<String, String> embeddingInfo = new HashMap<>();
+            embeddingInfo.put("embeddingId", match.embeddingId());
+            embeddingInfo.put("text", match.embedded().text());
+            results.add(embeddingInfo);
+        });
+
+        return results;
+    }
+
+    @Path("/{embeddingStoreType}/remove")
+    @DELETE
+    public void embeddingStoreDelete(
+            @PathParam("embeddingStoreType") String embeddingStoreType,
+            @QueryParam("embeddingId") String embeddingId) {
+        fluentProducerTemplate.to("direct:start")
+                .withHeader("embeddingStoreType", embeddingStoreType)
+                .withHeader(LangChain4jEmbeddingStoreHeaders.ACTION, 
LangChain4jEmbeddingStoreAction.REMOVE)
+                .withBody(embeddingId)
+                .request();
+    }
+}
diff --git 
a/integration-tests/langchain4j-embeddingstore/src/main/java/org/apache/camel/quarkus/component/langchain4j/embeddingstore/it/Langchain4jEmbeddingstoreRoutes.java
 
b/integration-tests/langchain4j-embeddingstore/src/main/java/org/apache/camel/quarkus/component/langchain4j/embeddingstore/it/Langchain4jEmbeddingstoreRoutes.java
new file mode 100644
index 0000000000..0aa6978fbf
--- /dev/null
+++ 
b/integration-tests/langchain4j-embeddingstore/src/main/java/org/apache/camel/quarkus/component/langchain4j/embeddingstore/it/Langchain4jEmbeddingstoreRoutes.java
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.camel.quarkus.component.langchain4j.embeddingstore.it;
+
+import org.apache.camel.builder.RouteBuilder;
+
+public class Langchain4jEmbeddingstoreRoutes extends RouteBuilder {
+    @Override
+    public void configure() throws Exception {
+        from("direct:start")
+                
.choice().when().simple("${header.CamelLangchain4jEmbeddingStoreAction} != 
'REMOVE'")
+                .toD("langchain4j-embeddings:${header.embeddingStoreType}")
+                .endChoice()
+                .end()
+                
.toD("langchain4j-embeddingstore:${header.embeddingStoreType}");
+    }
+}
diff --git 
a/integration-tests/langchain4j-embeddingstore/src/test/java/org/apache/camel/quarkus/component/langchain4j/embeddingstore/it/Langchain4JQdrantEmbeddingstoreIT.java
 
b/integration-tests/langchain4j-embeddingstore/src/test/java/org/apache/camel/quarkus/component/langchain4j/embeddingstore/it/Langchain4JQdrantEmbeddingstoreIT.java
new file mode 100644
index 0000000000..fe08301735
--- /dev/null
+++ 
b/integration-tests/langchain4j-embeddingstore/src/test/java/org/apache/camel/quarkus/component/langchain4j/embeddingstore/it/Langchain4JQdrantEmbeddingstoreIT.java
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.camel.quarkus.component.langchain4j.embeddingstore.it;
+
+import io.quarkus.test.junit.QuarkusIntegrationTest;
+
+@QuarkusIntegrationTest
+class Langchain4JQdrantEmbeddingstoreIT extends 
Langchain4jQdrantEmbeddingstoreTest {
+
+}
diff --git 
a/integration-tests/langchain4j-embeddingstore/src/test/java/org/apache/camel/quarkus/component/langchain4j/embeddingstore/it/Langchain4jQdrantEmbeddingstoreTest.java
 
b/integration-tests/langchain4j-embeddingstore/src/test/java/org/apache/camel/quarkus/component/langchain4j/embeddingstore/it/Langchain4jQdrantEmbeddingstoreTest.java
new file mode 100644
index 0000000000..876d721e87
--- /dev/null
+++ 
b/integration-tests/langchain4j-embeddingstore/src/test/java/org/apache/camel/quarkus/component/langchain4j/embeddingstore/it/Langchain4jQdrantEmbeddingstoreTest.java
@@ -0,0 +1,102 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.camel.quarkus.component.langchain4j.embeddingstore.it;
+
+import java.util.UUID;
+import java.util.concurrent.TimeUnit;
+
+import io.qdrant.client.QdrantClient;
+import io.qdrant.client.QdrantGrpcClient;
+import io.qdrant.client.grpc.Collections;
+import io.quarkus.test.common.QuarkusTestResource;
+import io.quarkus.test.junit.QuarkusTest;
+import io.restassured.RestAssured;
+import org.awaitility.Awaitility;
+import org.eclipse.microprofile.config.Config;
+import org.eclipse.microprofile.config.ConfigProvider;
+import org.junit.jupiter.api.Test;
+
+import static org.hamcrest.Matchers.is;
+import static org.junit.jupiter.api.Assertions.assertNotNull;
+
+@QuarkusTestResource(QdrantTestResource.class)
+@QuarkusTest
+class Langchain4jQdrantEmbeddingstoreTest {
+    static final String MESSAGE = "Hello Camel Quarkus LangChain4j Embedding 
Store";
+
+    @Test
+    void qdrantEmbeddingStoreCrud() throws Exception {
+        Config config = ConfigProvider.getConfig();
+        try (QdrantClient client = new QdrantClient(
+                QdrantGrpcClient.newBuilder(
+                        config.getValue("qdrant.host", String.class),
+                        config.getValue("qdrant.port", Integer.class),
+                        false)
+                        .build())) {
+
+            // Create collection
+            client.createCollectionAsync(config.getValue("qdrant.collection", 
String.class),
+                    Collections.VectorParams.newBuilder()
+                            .setDistance(Collections.Distance.Cosine)
+                            .setSize(384)
+                            .build())
+                    .get(10, TimeUnit.SECONDS);
+
+            // Store embedding
+            String id = RestAssured.given()
+                    .body(MESSAGE)
+                    .post("/langchain4j-embeddingstore/qdrant/add")
+                    .then()
+                    .statusCode(200)
+                    .extract()
+                    .body()
+                    .asString();
+
+            // Verify Qdrant returned the id of new item
+            assertNotNull(UUID.fromString(id));
+
+            // Search embedding
+            RestAssured.given()
+                    .body(MESSAGE)
+                    .post("/langchain4j-embeddingstore/qdrant/search")
+                    .then()
+                    .statusCode(200)
+                    .body(
+                            "size()", is(1),
+                            "[0].embeddingId", is(id),
+                            "[0].text", is(MESSAGE));
+
+            // Remove embedding
+            RestAssured.given()
+                    .queryParam("embeddingId", id)
+                    .delete("/langchain4j-embeddingstore/qdrant/remove")
+                    .then()
+                    .statusCode(204);
+
+            // Confirm removal
+            Awaitility.await().pollInterval(250, 
TimeUnit.MILLISECONDS).atMost(10, TimeUnit.SECONDS).untilAsserted(() -> {
+                RestAssured.given()
+                        .body(MESSAGE)
+                        .post("/langchain4j-embeddingstore/qdrant/search")
+                        .then()
+                        .statusCode(200)
+                        .body(
+                                "size()", is(0));
+            });
+        }
+    }
+}
diff --git 
a/integration-tests/langchain4j-embeddingstore/src/test/java/org/apache/camel/quarkus/component/langchain4j/embeddingstore/it/QdrantTestResource.java
 
b/integration-tests/langchain4j-embeddingstore/src/test/java/org/apache/camel/quarkus/component/langchain4j/embeddingstore/it/QdrantTestResource.java
new file mode 100644
index 0000000000..5b27250f28
--- /dev/null
+++ 
b/integration-tests/langchain4j-embeddingstore/src/test/java/org/apache/camel/quarkus/component/langchain4j/embeddingstore/it/QdrantTestResource.java
@@ -0,0 +1,70 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.camel.quarkus.component.langchain4j.embeddingstore.it;
+
+import java.util.HashMap;
+import java.util.Map;
+
+import io.quarkus.test.common.QuarkusTestResourceLifecycleManager;
+import org.eclipse.microprofile.config.ConfigProvider;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.testcontainers.containers.GenericContainer;
+import org.testcontainers.containers.output.Slf4jLogConsumer;
+import org.testcontainers.qdrant.QdrantContainer;
+import org.testcontainers.utility.DockerImageName;
+
+public class QdrantTestResource implements QuarkusTestResourceLifecycleManager 
{
+    private static final Logger LOG = 
LoggerFactory.getLogger(QdrantTestResource.class);
+    private static final String QDRANT_IMAGE = 
ConfigProvider.getConfig().getValue("qdrant.container.image", String.class);
+    private static final int QDRANT_GRPC_PORT = 6334;
+
+    private GenericContainer<?> qdrantContainer;
+
+    @Override
+    public Map<String, String> start() {
+        Map<String, String> properties = new HashMap<>();
+
+        DockerImageName qdrantImageName = 
DockerImageName.parse(QDRANT_IMAGE).asCompatibleSubstituteFor("qdrant/qdrant");
+        qdrantContainer = new QdrantContainer(qdrantImageName)
+                .withLogConsumer(new Slf4jLogConsumer(LOG));
+        qdrantContainer.start();
+
+        String grpcHost = qdrantContainer.getHost();
+        Integer grpcPort = qdrantContainer.getMappedPort(QDRANT_GRPC_PORT);
+
+        properties.put("qdrant.host", grpcHost);
+        properties.put("qdrant.port", grpcPort.toString());
+        properties.put("qdrant.collection", "camel-quarkus-collection");
+
+        LOG.info("Properties: {}", properties);
+
+        return properties;
+    }
+
+    @Override
+    public void stop() {
+        try {
+            if (qdrantContainer != null) {
+                qdrantContainer.stop();
+            }
+        } catch (Exception ex) {
+            LOG.error("An issue occurred while stopping Qdrant container", ex);
+        }
+    }
+
+}
diff --git a/integration-tests/pom.xml b/integration-tests/pom.xml
index 702986fca6..b1e217664b 100644
--- a/integration-tests/pom.xml
+++ b/integration-tests/pom.xml
@@ -152,6 +152,7 @@
         <module>langchain4j-agent</module>
         <module>langchain4j-chat</module>
         <module>langchain4j-embeddings</module>
+        <module>langchain4j-embeddingstore</module>
         <module>langchain4j-tokenizer</module>
         <module>langchain4j-tools</module>
         <module>langchain4j-web-search</module>
diff --git a/poms/bom-test/pom.xml b/poms/bom-test/pom.xml
index 19fd770cf5..aa16f9b560 100644
--- a/poms/bom-test/pom.xml
+++ b/poms/bom-test/pom.xml
@@ -78,6 +78,11 @@
                 <artifactId>langchain4j-openai</artifactId>
                 <version>${langchain4j.version}</version>
             </dependency>
+            <dependency>
+                <groupId>dev.langchain4j</groupId>
+                <artifactId>langchain4j-qdrant</artifactId>
+                <version>${langchain4j-beta.version}</version>            
+            </dependency>
             <dependency>
                 <groupId>dev.langchain4j</groupId>
                 <artifactId>langchain4j-web-search-engine-tavily</artifactId>
diff --git a/poms/bom/pom.xml b/poms/bom/pom.xml
index d9b55a2604..fa7051b47f 100644
--- a/poms/bom/pom.xml
+++ b/poms/bom/pom.xml
@@ -1976,6 +1976,16 @@
                 <artifactId>camel-langchain4j-embeddings</artifactId>
                 <version>${camel.version}</version>
             </dependency>
+            <dependency>
+                <groupId>org.apache.camel</groupId>
+                <artifactId>camel-langchain4j-embeddingstore</artifactId>
+                <version>${camel.version}</version>
+            </dependency>
+            <dependency>
+                <groupId>org.apache.camel</groupId>
+                <artifactId>camel-langchain4j-embeddingstore-api</artifactId>
+                <version>${camel.version}</version>
+            </dependency>
             <dependency>
                 <groupId>org.apache.camel</groupId>
                 <artifactId>camel-langchain4j-tokenizer</artifactId>
@@ -5080,6 +5090,16 @@
                 
<artifactId>camel-quarkus-langchain4j-embeddings-deployment</artifactId>
                 <version>${camel-quarkus.version}</version>
             </dependency>
+            <dependency>
+                <groupId>org.apache.camel.quarkus</groupId>
+                
<artifactId>camel-quarkus-langchain4j-embeddingstore</artifactId>
+                <version>${camel-quarkus.version}</version>
+            </dependency>
+            <dependency>
+                <groupId>org.apache.camel.quarkus</groupId>
+                
<artifactId>camel-quarkus-langchain4j-embeddingstore-deployment</artifactId>
+                <version>${camel-quarkus.version}</version>
+            </dependency>
             <dependency>
                 <groupId>org.apache.camel.quarkus</groupId>
                 <artifactId>camel-quarkus-langchain4j-tokenizer</artifactId>
diff --git a/poms/bom/src/main/generated/flattened-full-pom.xml 
b/poms/bom/src/main/generated/flattened-full-pom.xml
index e97efef894..7316746040 100644
--- a/poms/bom/src/main/generated/flattened-full-pom.xml
+++ b/poms/bom/src/main/generated/flattened-full-pom.xml
@@ -1892,6 +1892,16 @@
         <artifactId>camel-langchain4j-embeddings</artifactId><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
         <version>4.15.0</version><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
       </dependency>
+      <dependency>
+        <groupId>org.apache.camel</groupId><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
+        <artifactId>camel-langchain4j-embeddingstore</artifactId><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
+        <version>4.15.0</version><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
+      </dependency>
+      <dependency>
+        <groupId>org.apache.camel</groupId><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
+        <artifactId>camel-langchain4j-embeddingstore-api</artifactId><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
+        <version>4.15.0</version><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
+      </dependency>
       <dependency>
         <groupId>org.apache.camel</groupId><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
         <artifactId>camel-langchain4j-tokenizer</artifactId><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
@@ -4968,6 +4978,16 @@
         
<artifactId>camel-quarkus-langchain4j-embeddings-deployment</artifactId><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
         <version>3.29.0-SNAPSHOT</version><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
       </dependency>
+      <dependency>
+        <groupId>org.apache.camel.quarkus</groupId><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
+        <artifactId>camel-quarkus-langchain4j-embeddingstore</artifactId><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
+        <version>3.29.0-SNAPSHOT</version><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
+      </dependency>
+      <dependency>
+        <groupId>org.apache.camel.quarkus</groupId><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
+        
<artifactId>camel-quarkus-langchain4j-embeddingstore-deployment</artifactId><!--
 org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
+        <version>3.29.0-SNAPSHOT</version><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
+      </dependency>
       <dependency>
         <groupId>org.apache.camel.quarkus</groupId><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
         <artifactId>camel-quarkus-langchain4j-tokenizer</artifactId><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
diff --git a/poms/bom/src/main/generated/flattened-reduced-pom.xml 
b/poms/bom/src/main/generated/flattened-reduced-pom.xml
index f8c77897bb..a6a0825407 100644
--- a/poms/bom/src/main/generated/flattened-reduced-pom.xml
+++ b/poms/bom/src/main/generated/flattened-reduced-pom.xml
@@ -1887,6 +1887,16 @@
         <artifactId>camel-langchain4j-embeddings</artifactId>
         <version>4.15.0</version>
       </dependency>
+      <dependency>
+        <groupId>org.apache.camel</groupId>
+        <artifactId>camel-langchain4j-embeddingstore</artifactId>
+        <version>4.15.0</version>
+      </dependency>
+      <dependency>
+        <groupId>org.apache.camel</groupId>
+        <artifactId>camel-langchain4j-embeddingstore-api</artifactId>
+        <version>4.15.0</version>
+      </dependency>
       <dependency>
         <groupId>org.apache.camel</groupId>
         <artifactId>camel-langchain4j-tokenizer</artifactId>
@@ -4958,6 +4968,16 @@
         
<artifactId>camel-quarkus-langchain4j-embeddings-deployment</artifactId>
         <version>3.29.0-SNAPSHOT</version>
       </dependency>
+      <dependency>
+        <groupId>org.apache.camel.quarkus</groupId>
+        <artifactId>camel-quarkus-langchain4j-embeddingstore</artifactId>
+        <version>3.29.0-SNAPSHOT</version>
+      </dependency>
+      <dependency>
+        <groupId>org.apache.camel.quarkus</groupId>
+        
<artifactId>camel-quarkus-langchain4j-embeddingstore-deployment</artifactId>
+        <version>3.29.0-SNAPSHOT</version>
+      </dependency>
       <dependency>
         <groupId>org.apache.camel.quarkus</groupId>
         <artifactId>camel-quarkus-langchain4j-tokenizer</artifactId>
diff --git a/poms/bom/src/main/generated/flattened-reduced-verbose-pom.xml 
b/poms/bom/src/main/generated/flattened-reduced-verbose-pom.xml
index dd11f91988..93be0d5720 100644
--- a/poms/bom/src/main/generated/flattened-reduced-verbose-pom.xml
+++ b/poms/bom/src/main/generated/flattened-reduced-verbose-pom.xml
@@ -1887,6 +1887,16 @@
         <artifactId>camel-langchain4j-embeddings</artifactId><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
         <version>4.15.0</version><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
       </dependency>
+      <dependency>
+        <groupId>org.apache.camel</groupId><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
+        <artifactId>camel-langchain4j-embeddingstore</artifactId><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
+        <version>4.15.0</version><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
+      </dependency>
+      <dependency>
+        <groupId>org.apache.camel</groupId><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
+        <artifactId>camel-langchain4j-embeddingstore-api</artifactId><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
+        <version>4.15.0</version><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
+      </dependency>
       <dependency>
         <groupId>org.apache.camel</groupId><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
         <artifactId>camel-langchain4j-tokenizer</artifactId><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
@@ -4958,6 +4968,16 @@
         
<artifactId>camel-quarkus-langchain4j-embeddings-deployment</artifactId><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
         <version>3.29.0-SNAPSHOT</version><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
       </dependency>
+      <dependency>
+        <groupId>org.apache.camel.quarkus</groupId><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
+        <artifactId>camel-quarkus-langchain4j-embeddingstore</artifactId><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
+        <version>3.29.0-SNAPSHOT</version><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
+      </dependency>
+      <dependency>
+        <groupId>org.apache.camel.quarkus</groupId><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
+        
<artifactId>camel-quarkus-langchain4j-embeddingstore-deployment</artifactId><!--
 org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
+        <version>3.29.0-SNAPSHOT</version><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
+      </dependency>
       <dependency>
         <groupId>org.apache.camel.quarkus</groupId><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
         <artifactId>camel-quarkus-langchain4j-tokenizer</artifactId><!-- 
org.apache.camel.quarkus:camel-quarkus-bom:${project.version} -->
diff --git a/tooling/scripts/test-categories.yaml 
b/tooling/scripts/test-categories.yaml
index 2a4e41bdaa..48445a2215 100644
--- a/tooling/scripts/test-categories.yaml
+++ b/tooling/scripts/test-categories.yaml
@@ -233,6 +233,7 @@ group-13:
   - java-joor-dsl
   - jdbc-grouped
   - kubernetes
+  - langchain4j-embeddingstore
   - salesforce
   - sap-netweaver
   - servicenow

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