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jamesnetherton pushed a commit to branch main
in repository https://gitbox.apache.org/repos/asf/camel-quarkus.git


The following commit(s) were added to refs/heads/main by this push:
     new e0721f2955 Add tests and native support for milvus extension
e0721f2955 is described below

commit e0721f29558286be4766b0e051b1627dce621e88
Author: souvik ghosh <[email protected]>
AuthorDate: Thu Mar 5 20:42:49 2026 +0530

    Add tests and native support for milvus extension
    
    Fixes #6025
    
    * Add tests and native support for milvus extension
    
    * Move to quarkus-grpc-common to remove unnecessary stuff
    
    ---------
    
    Co-authored-by: Souvik Ghosh <[email protected]>
---
 docs/modules/ROOT/examples/components/milvus.yml   |   6 +-
 .../ROOT/pages/reference/extensions/milvus.adoc    |  14 +-
 .../milvus/deployment/MilvusProcessor.java         |  30 ---
 extensions-jvm/pom.xml                             |   1 -
 .../milvus/deployment/pom.xml                      |   4 +
 .../milvus/deployment/MilvusProcessor.java         |  86 ++++++++
 {extensions-jvm => extensions}/milvus/pom.xml      |   2 +-
 .../milvus/runtime/pom.xml                         |   5 +
 .../main/resources/META-INF/quarkus-extension.yaml |   1 -
 extensions/pom.xml                                 |   1 +
 .../component/milvus/it/MilvusResource.java        |  50 -----
 integration-tests-jvm/pom.xml                      |   1 -
 .../milvus/pom.xml                                 |  37 ++++
 .../component/milvus/it/MilvusResource.java        | 229 +++++++++++++++++++++
 .../quarkus/component/milvus/it/MilvusRoutes.java  |  21 +-
 .../quarkus/component/milvus/it/MilvusIT.java      |   0
 .../quarkus/component/milvus/it/MilvusTest.java    |  97 +++++++++
 .../component/milvus/it/MilvusTestResource.java    |  59 ++++++
 integration-tests/pom.xml                          |   1 +
 pom.xml                                            |   1 +
 tooling/scripts/test-categories.yaml               |   2 +
 21 files changed, 544 insertions(+), 104 deletions(-)

diff --git a/docs/modules/ROOT/examples/components/milvus.yml 
b/docs/modules/ROOT/examples/components/milvus.yml
index bd1e122c7b..ed4593cde2 100644
--- a/docs/modules/ROOT/examples/components/milvus.yml
+++ b/docs/modules/ROOT/examples/components/milvus.yml
@@ -2,11 +2,11 @@
 # This file was generated by 
camel-quarkus-maven-plugin:update-extension-doc-page
 cqArtifactId: camel-quarkus-milvus
 cqArtifactIdBase: milvus
-cqNativeSupported: false
-cqStatus: Preview
+cqNativeSupported: true
+cqStatus: Stable
 cqDeprecated: false
 cqJvmSince: 3.10.0
-cqNativeSince: n/a
+cqNativeSince: 3.33.0
 cqCamelPartName: milvus
 cqCamelPartTitle: Milvus
 cqCamelPartDescription: Perform operations on the Milvus Vector Database.
diff --git a/docs/modules/ROOT/pages/reference/extensions/milvus.adoc 
b/docs/modules/ROOT/pages/reference/extensions/milvus.adoc
index 0518929a86..c4d3ed4037 100644
--- a/docs/modules/ROOT/pages/reference/extensions/milvus.adoc
+++ b/docs/modules/ROOT/pages/reference/extensions/milvus.adoc
@@ -4,17 +4,17 @@
 = Milvus
 :linkattrs:
 :cq-artifact-id: camel-quarkus-milvus
-:cq-native-supported: false
-:cq-status: Preview
-:cq-status-deprecation: Preview
+:cq-native-supported: true
+:cq-status: Stable
+:cq-status-deprecation: Stable
 :cq-description: Perform operations on the Milvus Vector Database.
 :cq-deprecated: false
 :cq-jvm-since: 3.10.0
-:cq-native-since: n/a
+:cq-native-since: 3.33.0
 
 ifeval::[{doc-show-badges} == true]
 [.badges]
-[.badge-key]##JVM since##[.badge-supported]##3.10.0## 
[.badge-key]##Native##[.badge-unsupported]##unsupported##
+[.badge-key]##JVM since##[.badge-supported]##3.10.0## [.badge-key]##Native 
since##[.badge-supported]##3.33.0##
 endif::[]
 
 Perform operations on the Milvus Vector Database.
@@ -29,6 +29,10 @@ Please refer to the above link for usage and configuration 
details.
 [id="extensions-milvus-maven-coordinates"]
 == Maven coordinates
 
+https://{link-quarkus-code-generator}/?extension-search=camel-quarkus-milvus[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>
diff --git 
a/extensions-jvm/milvus/deployment/src/main/java/org/apache/camel/quarkus/component/milvus/deployment/MilvusProcessor.java
 
b/extensions-jvm/milvus/deployment/src/main/java/org/apache/camel/quarkus/component/milvus/deployment/MilvusProcessor.java
deleted file mode 100644
index ead9a83461..0000000000
--- 
a/extensions-jvm/milvus/deployment/src/main/java/org/apache/camel/quarkus/component/milvus/deployment/MilvusProcessor.java
+++ /dev/null
@@ -1,30 +0,0 @@
-/*
- * 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.milvus.deployment;
-
-import io.quarkus.deployment.annotations.BuildStep;
-import io.quarkus.deployment.builditem.FeatureBuildItem;
-
-class MilvusProcessor {
-
-    private static final String FEATURE = "camel-milvus";
-
-    @BuildStep
-    FeatureBuildItem feature() {
-        return new FeatureBuildItem(FEATURE);
-    }
-}
diff --git a/extensions-jvm/pom.xml b/extensions-jvm/pom.xml
index 46c7236e4a..c57002cfa9 100644
--- a/extensions-jvm/pom.xml
+++ b/extensions-jvm/pom.xml
@@ -78,7 +78,6 @@
         <module>jsonapi</module>
         <module>ldif</module>
         <module>lucene</module>
-        <module>milvus</module>
         <module>mina-sftp</module>
         <module>mvel</module>
         <module>opensearch</module>
diff --git a/extensions-jvm/milvus/deployment/pom.xml 
b/extensions/milvus/deployment/pom.xml
similarity index 94%
rename from extensions-jvm/milvus/deployment/pom.xml
rename to extensions/milvus/deployment/pom.xml
index b52dd20b7d..d0093a69c4 100644
--- a/extensions-jvm/milvus/deployment/pom.xml
+++ b/extensions/milvus/deployment/pom.xml
@@ -34,6 +34,10 @@
             <groupId>org.apache.camel.quarkus</groupId>
             <artifactId>camel-quarkus-core-deployment</artifactId>
         </dependency>
+        <dependency>
+            <groupId>io.quarkus</groupId>
+            <artifactId>quarkus-grpc-common-deployment</artifactId>
+        </dependency>
         <dependency>
             <groupId>org.apache.camel.quarkus</groupId>
             <artifactId>camel-quarkus-milvus</artifactId>
diff --git 
a/extensions/milvus/deployment/src/main/java/org/apache/camel/quarkus/component/milvus/deployment/MilvusProcessor.java
 
b/extensions/milvus/deployment/src/main/java/org/apache/camel/quarkus/component/milvus/deployment/MilvusProcessor.java
new file mode 100644
index 0000000000..5357ff425f
--- /dev/null
+++ 
b/extensions/milvus/deployment/src/main/java/org/apache/camel/quarkus/component/milvus/deployment/MilvusProcessor.java
@@ -0,0 +1,86 @@
+/*
+ * 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.milvus.deployment;
+
+import io.quarkus.deployment.annotations.BuildProducer;
+import io.quarkus.deployment.annotations.BuildStep;
+import io.quarkus.deployment.builditem.BytecodeTransformerBuildItem;
+import io.quarkus.deployment.builditem.CombinedIndexBuildItem;
+import io.quarkus.deployment.builditem.IndexDependencyBuildItem;
+import org.objectweb.asm.ClassVisitor;
+import org.objectweb.asm.Opcodes;
+import org.objectweb.asm.commons.ClassRemapper;
+import org.objectweb.asm.commons.Remapper;
+
+class MilvusProcessor {
+
+    /**
+     * Intercepts all Milvus SDK classes during the Quarkus build process to 
perform
+     * bytecode transformation. This ensures the SDK points to the correct
+     * gRPC/Netty implementations, avoiding 'Class Not Found'
+     */
+
+    @BuildStep
+    void relocateAllShadedCalls(
+            CombinedIndexBuildItem index,
+            BuildProducer<BytecodeTransformerBuildItem> transformers) {
+
+        index.getIndex().getKnownClasses().stream()
+                .filter(ci -> {
+                    String name = ci.name().toString();
+                    return name.startsWith("io.milvus");
+                })
+                .forEach(ci -> {
+                    transformers.produce(new BytecodeTransformerBuildItem(
+                            ci.name().toString(),
+                            (name, cv) -> new ShadedRelocationVisitor(cv)));
+                });
+    }
+
+    //This build step ensures that the Milvus Java SDK is indexed by Jandex.
+
+    @BuildStep
+    IndexDependencyBuildItem indexDependencie() {
+        return new IndexDependencyBuildItem("io.milvus", "milvus-sdk-java");
+    }
+
+    /**
+     * Custom ClassRemapper used during the Quarkus build step to intercept and
+     * redirect shaded Netty/gRPC calls within the Milvus SDK.
+     */
+
+    private static class ShadedRelocationVisitor extends ClassRemapper {
+        public ShadedRelocationVisitor(ClassVisitor cv) {
+            super(Opcodes.ASM9, cv, new Remapper(Opcodes.ASM9) {
+                @Override
+                public String map(String internalName) {
+                    if (internalName == null)
+                        return null;
+
+                    if 
(internalName.startsWith("io/grpc/netty/shaded/io/grpc")) {
+                        return 
internalName.replace("io/grpc/netty/shaded/io/grpc", "io/grpc");
+                    }
+                    if 
(internalName.startsWith("io/grpc/netty/shaded/io/netty")) {
+                        return 
internalName.replace("io/grpc/netty/shaded/io/netty", "io/netty");
+                    }
+                    return super.map(internalName);
+                }
+            });
+        }
+    }
+
+}
diff --git a/extensions-jvm/milvus/pom.xml b/extensions/milvus/pom.xml
similarity index 96%
rename from extensions-jvm/milvus/pom.xml
rename to extensions/milvus/pom.xml
index 90e89e4209..0a4054708b 100644
--- a/extensions-jvm/milvus/pom.xml
+++ b/extensions/milvus/pom.xml
@@ -21,7 +21,7 @@
     <modelVersion>4.0.0</modelVersion>
     <parent>
         <groupId>org.apache.camel.quarkus</groupId>
-        <artifactId>camel-quarkus-extensions-jvm</artifactId>
+        <artifactId>camel-quarkus-extensions</artifactId>
         <version>3.33.0-SNAPSHOT</version>
         <relativePath>../pom.xml</relativePath>
     </parent>
diff --git a/extensions-jvm/milvus/runtime/pom.xml 
b/extensions/milvus/runtime/pom.xml
similarity index 92%
rename from extensions-jvm/milvus/runtime/pom.xml
rename to extensions/milvus/runtime/pom.xml
index dd395337af..7de727ce66 100644
--- a/extensions-jvm/milvus/runtime/pom.xml
+++ b/extensions/milvus/runtime/pom.xml
@@ -32,6 +32,7 @@
 
     <properties>
         <camel.quarkus.jvmSince>3.10.0</camel.quarkus.jvmSince>
+        <camel.quarkus.nativeSince>3.33.0</camel.quarkus.nativeSince>
     </properties>
 
     <dependencies>
@@ -39,6 +40,10 @@
             <groupId>org.apache.camel.quarkus</groupId>
             <artifactId>camel-quarkus-core</artifactId>
         </dependency>
+        <dependency>
+            <groupId>io.quarkus</groupId>
+            <artifactId>quarkus-grpc-common</artifactId>
+        </dependency>
         <dependency>
             <groupId>org.apache.camel</groupId>
             <artifactId>camel-milvus</artifactId>
diff --git 
a/extensions-jvm/milvus/runtime/src/main/resources/META-INF/quarkus-extension.yaml
 b/extensions/milvus/runtime/src/main/resources/META-INF/quarkus-extension.yaml
similarity index 98%
rename from 
extensions-jvm/milvus/runtime/src/main/resources/META-INF/quarkus-extension.yaml
rename to 
extensions/milvus/runtime/src/main/resources/META-INF/quarkus-extension.yaml
index a67a8d0684..800261188b 100644
--- 
a/extensions-jvm/milvus/runtime/src/main/resources/META-INF/quarkus-extension.yaml
+++ 
b/extensions/milvus/runtime/src/main/resources/META-INF/quarkus-extension.yaml
@@ -26,7 +26,6 @@ description: "Perform operations on the Milvus Vector 
Database"
 metadata:
   icon-url: 
"https://raw.githubusercontent.com/apache/camel-website/main/antora-ui-camel/src/img/logo-d.svg";
   sponsor: "Apache Software Foundation"
-  unlisted: true
   guide: 
"https://camel.apache.org/camel-quarkus/latest/reference/extensions/milvus.html";
   categories:
   - "integration"
diff --git a/extensions/pom.xml b/extensions/pom.xml
index 4d9f8d1abb..f3cbaa1c50 100644
--- a/extensions/pom.xml
+++ b/extensions/pom.xml
@@ -203,6 +203,7 @@
         <module>microprofile-fault-tolerance</module>
         <module>microprofile-health</module>
         <module>milo</module>
+        <module>milvus</module>
         <module>minio</module>
         <module>mllp</module>
         <module>mock</module>
diff --git 
a/integration-tests-jvm/milvus/src/main/java/org/apache/camel/quarkus/component/milvus/it/MilvusResource.java
 
b/integration-tests-jvm/milvus/src/main/java/org/apache/camel/quarkus/component/milvus/it/MilvusResource.java
deleted file mode 100644
index 1fa0d1526d..0000000000
--- 
a/integration-tests-jvm/milvus/src/main/java/org/apache/camel/quarkus/component/milvus/it/MilvusResource.java
+++ /dev/null
@@ -1,50 +0,0 @@
-/*
- * 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.milvus.it;
-
-import jakarta.enterprise.context.ApplicationScoped;
-import jakarta.inject.Inject;
-import jakarta.ws.rs.GET;
-import jakarta.ws.rs.Path;
-import jakarta.ws.rs.Produces;
-import jakarta.ws.rs.core.MediaType;
-import jakarta.ws.rs.core.Response;
-import org.apache.camel.CamelContext;
-import org.jboss.logging.Logger;
-
-@Path("/milvus")
-@ApplicationScoped
-public class MilvusResource {
-
-    private static final Logger LOG = Logger.getLogger(MilvusResource.class);
-
-    private static final String COMPONENT_MILVUS = "milvus";
-    @Inject
-    CamelContext context;
-
-    @Path("/load/component/milvus")
-    @GET
-    @Produces(MediaType.TEXT_PLAIN)
-    public Response loadComponentMilvus() throws Exception {
-        /* This is an autogenerated test */
-        if (context.getComponent(COMPONENT_MILVUS) != null) {
-            return Response.ok().build();
-        }
-        LOG.warnf("Could not load [%s] from the Camel context", 
COMPONENT_MILVUS);
-        return Response.status(500, COMPONENT_MILVUS + " could not be loaded 
from the Camel context").build();
-    }
-}
diff --git a/integration-tests-jvm/pom.xml b/integration-tests-jvm/pom.xml
index 7d05bd84ba..29bc8fba07 100644
--- a/integration-tests-jvm/pom.xml
+++ b/integration-tests-jvm/pom.xml
@@ -79,7 +79,6 @@
         <module>ldif</module>
         <module>lucene</module>
         <module>main-devmode</module>
-        <module>milvus</module>
         <module>mina-sftp</module>
         <module>mvel</module>
         <module>opensearch</module>
diff --git a/integration-tests-jvm/milvus/pom.xml 
b/integration-tests/milvus/pom.xml
similarity index 75%
rename from integration-tests-jvm/milvus/pom.xml
rename to integration-tests/milvus/pom.xml
index 7ccb2847f8..b840ad5386 100644
--- a/integration-tests-jvm/milvus/pom.xml
+++ b/integration-tests/milvus/pom.xml
@@ -31,6 +31,10 @@
     <description>Integration tests for Camel Quarkus Milvus 
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-milvus</artifactId>
@@ -39,8 +43,17 @@
             <groupId>io.quarkus</groupId>
             <artifactId>quarkus-resteasy</artifactId>
         </dependency>
+        <dependency>
+            <groupId>io.quarkus</groupId>
+            <artifactId>quarkus-resteasy-jackson</artifactId>
+        </dependency>
 
         <!-- test dependencies -->
+         <dependency>
+            <groupId>org.testcontainers</groupId>
+            <artifactId>testcontainers-milvus</artifactId>
+            <scope>test</scope>
+        </dependency>
         <dependency>
             <groupId>io.quarkus</groupId>
             <artifactId>quarkus-junit</artifactId>
@@ -90,6 +103,19 @@
             </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-milvus-deployment</artifactId>
@@ -105,6 +131,17 @@
                 </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/milvus/src/main/java/org/apache/camel/quarkus/component/milvus/it/MilvusResource.java
 
b/integration-tests/milvus/src/main/java/org/apache/camel/quarkus/component/milvus/it/MilvusResource.java
new file mode 100644
index 0000000000..fad4844f99
--- /dev/null
+++ 
b/integration-tests/milvus/src/main/java/org/apache/camel/quarkus/component/milvus/it/MilvusResource.java
@@ -0,0 +1,229 @@
+/*
+ * 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.milvus.it;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Map;
+import java.util.stream.Collectors;
+
+import com.google.gson.Gson;
+import com.google.gson.JsonObject;
+import io.milvus.common.clientenum.ConsistencyLevelEnum;
+import io.milvus.grpc.DataType;
+import io.milvus.param.IndexType;
+import io.milvus.param.MetricType;
+import io.milvus.param.collection.CollectionSchemaParam;
+import io.milvus.param.collection.CreateCollectionParam;
+import io.milvus.param.collection.FieldType;
+import io.milvus.param.dml.DeleteParam;
+import io.milvus.param.dml.InsertParam;
+import io.milvus.param.highlevel.dml.SearchSimpleParam;
+import io.milvus.param.index.CreateIndexParam;
+import jakarta.enterprise.context.ApplicationScoped;
+import jakarta.inject.Inject;
+import jakarta.ws.rs.Consumes;
+import jakarta.ws.rs.POST;
+import jakarta.ws.rs.Path;
+import jakarta.ws.rs.PathParam;
+import jakarta.ws.rs.Produces;
+import jakarta.ws.rs.core.MediaType;
+import jakarta.ws.rs.core.Response;
+import org.apache.camel.CamelContext;
+import org.apache.camel.Exchange;
+import org.apache.camel.FluentProducerTemplate;
+import org.apache.camel.ProducerTemplate;
+import org.apache.camel.component.milvus.MilvusAction;
+import org.apache.camel.component.milvus.MilvusHeaders;
+import org.jboss.logging.Logger;
+
+@Path("/milvus")
+@Produces(MediaType.APPLICATION_JSON)
+@Consumes(MediaType.APPLICATION_JSON)
+@ApplicationScoped
+public class MilvusResource {
+
+    private static final Logger LOG = Logger.getLogger(MilvusResource.class);
+
+    private static final String COMPONENT_MILVUS = "milvus";
+
+    @Inject
+    CamelContext context;
+
+    @Inject
+    FluentProducerTemplate fluentTemplate;
+
+    @Inject
+    ProducerTemplate producerTemplate;
+
+    @POST
+    @Path("/create/{collectionName}")
+    public Response createCollection(@PathParam("collectionName") String 
collectionName,
+            Map<String, Object> payload) {
+
+        int dimension = 
Integer.parseInt(String.valueOf(payload.get("dimension")));
+        String vectorField = String.valueOf(payload.get("vector_field"));
+        Boolean autoId = 
Boolean.valueOf(String.valueOf(payload.get("autoID")));
+
+        FieldType field1 = FieldType.newBuilder()
+                .withName("id")
+                .withDataType(DataType.Int64)
+                .withPrimaryKey(true)
+                .withAutoID(autoId)
+                .build();
+
+        FieldType field2 = FieldType.newBuilder()
+                .withName(vectorField)
+                .withDataType(DataType.FloatVector)
+                .withDimension(dimension)
+                .build();
+
+        CollectionSchemaParam schemaParam = CollectionSchemaParam.newBuilder()
+                .addFieldType(field1)
+                .addFieldType(field2)
+                .withEnableDynamicField(true)
+                .build();
+
+        CreateCollectionParam createParam = CreateCollectionParam.newBuilder()
+                .withCollectionName(collectionName)
+                .withSchema(schemaParam)
+                .build();
+
+        Exchange response = fluentTemplate.to("direct:in")
+                .withHeader(MilvusHeaders.ACTION, 
MilvusAction.CREATE_COLLECTION)
+                .withHeader(MilvusHeaders.COLLECTION_NAME, collectionName)
+                .withBody(createParam)
+                .request(Exchange.class);
+
+        if (response.isFailed()) {
+            Exception ex = response.getException();
+            return Response.status(400).entity(ex.getMessage()).build();
+        }
+        return 
Response.ok(response.getMessage().getBody(String.class)).build();
+
+    }
+
+    @POST
+    @Path("/index/{collectionName}")
+    public Response index(@PathParam("collectionName") String collectionName, 
Map<String, Object> payload) {
+        String vectorField = String.valueOf(payload.get("vector_field"));
+        String extraParam = String.valueOf(payload.get("params"));
+
+        CreateIndexParam indexParam = CreateIndexParam.newBuilder()
+                .withCollectionName(collectionName)
+                .withFieldName(vectorField)
+                .withIndexType(IndexType.IVF_FLAT)
+                .withMetricType(MetricType.L2)
+                .withExtraParam(extraParam)
+                .withSyncMode(Boolean.TRUE)
+                .build();
+        Exchange response = fluentTemplate.to("direct:in")
+                .withHeader(MilvusHeaders.ACTION, MilvusAction.CREATE_INDEX)
+                .withHeader(MilvusHeaders.COLLECTION_NAME, collectionName)
+                .withBody(indexParam)
+                .request(Exchange.class);
+
+        if (response.isFailed()) {
+            Exception ex = response.getException();
+            return Response.status(400).entity(ex.getMessage()).build();
+        }
+        return 
Response.ok(response.getMessage().getBody(String.class)).build();
+
+    }
+
+    @POST
+    @Path("/insert/{collectionName}")
+    public Response insertData(@PathParam("collectionName") String 
collectionName, List<Map<String, Object>> data) {
+        Gson gson = new Gson();
+        List<JsonObject> rows = new ArrayList<>();
+
+        for (Map<String, Object> map : data) {
+            JsonObject row = gson.toJsonTree(map).getAsJsonObject();
+            rows.add(row);
+        }
+
+        InsertParam insertParam = InsertParam.newBuilder()
+                .withCollectionName(collectionName)
+                .withRows(rows)
+                .build();
+        Exchange response = fluentTemplate.to("direct:in")
+                .withHeader(MilvusHeaders.ACTION, MilvusAction.INSERT)
+                .withHeader(MilvusHeaders.COLLECTION_NAME, collectionName)
+                .withBody(insertParam).request(Exchange.class);
+        if (response.isFailed() && response.getException() != null) {
+            Exception exception = response.getException();
+            return Response.status(500)
+                    .entity("Milvus Exception: " + exception.getMessage())
+                    .build();
+        }
+        return Response.ok().build();
+
+    }
+
+    @POST
+    @Path("/search/{collectionName}")
+    public Response search(@PathParam("collectionName") String collectionName, 
List<Float> payload) {
+
+        SearchSimpleParam searchParam = SearchSimpleParam.newBuilder()
+                .withCollectionName(collectionName)
+                .withVectors(payload)
+                .withLimit(100L)
+                .withOffset(0L)
+                .withConsistencyLevel(ConsistencyLevelEnum.STRONG)
+                .build();
+
+        Exchange response = fluentTemplate.to("direct:in")
+                .withHeader(MilvusHeaders.ACTION, MilvusAction.SEARCH)
+                .withHeader(MilvusHeaders.COLLECTION_NAME, collectionName)
+                .withBody(searchParam)
+                .request(Exchange.class);
+        if (response.isFailed()) {
+            Exception ex = response.getException();
+            return Response.status(400).entity(ex.getMessage()).build();
+        }
+        return 
Response.ok(response.getMessage().getBody(String.class)).build();
+
+    }
+
+    @POST
+    @Path("/delete/{collectionName}")
+    public Response delete(@PathParam("collectionName") String collectionName, 
List<Long> ids) {
+
+        String expr = "id in [" + ids.stream()
+                .map(String::valueOf)
+                .collect(Collectors.joining(",")) + "]";
+
+        DeleteParam deleteParam = DeleteParam.newBuilder()
+                .withCollectionName(collectionName)
+                .withExpr(expr)
+                .build();
+
+        Exchange response = fluentTemplate.to("direct:in")
+                .withHeader(MilvusHeaders.ACTION, MilvusAction.DELETE)
+                .withHeader(MilvusHeaders.COLLECTION_NAME, collectionName)
+                .withBody(deleteParam)
+                .request(Exchange.class);
+
+        if (response.isFailed()) {
+            Exception ex = response.getException();
+            return Response.status(400).entity(ex.getMessage()).build();
+        }
+        return 
Response.ok(response.getMessage().getBody(String.class)).build();
+
+    }
+
+}
diff --git 
a/integration-tests-jvm/milvus/src/test/java/org/apache/camel/quarkus/component/milvus/it/MilvusTest.java
 
b/integration-tests/milvus/src/main/java/org/apache/camel/quarkus/component/milvus/it/MilvusRoutes.java
similarity index 68%
rename from 
integration-tests-jvm/milvus/src/test/java/org/apache/camel/quarkus/component/milvus/it/MilvusTest.java
rename to 
integration-tests/milvus/src/main/java/org/apache/camel/quarkus/component/milvus/it/MilvusRoutes.java
index b692db6a8a..6e0a445c9a 100644
--- 
a/integration-tests-jvm/milvus/src/test/java/org/apache/camel/quarkus/component/milvus/it/MilvusTest.java
+++ 
b/integration-tests/milvus/src/main/java/org/apache/camel/quarkus/component/milvus/it/MilvusRoutes.java
@@ -16,19 +16,16 @@
  */
 package org.apache.camel.quarkus.component.milvus.it;
 
-import io.quarkus.test.junit.QuarkusTest;
-import io.restassured.RestAssured;
-import org.junit.jupiter.api.Test;
+import org.apache.camel.builder.RouteBuilder;
 
-@QuarkusTest
-class MilvusTest {
+public class MilvusRoutes extends RouteBuilder {
 
-    @Test
-    public void loadComponentMilvus() {
-        /* A simple autogenerated test */
-        RestAssured.get("/milvus/load/component/milvus")
-                .then()
-                .statusCode(200);
-    }
+    @Override
+    public void configure() throws Exception {
+        from("direct:in")
+                .log("Received body : ${body}")
+                .log("DEBUG: Target Collection Header is: 
${header.CamelMilvusCollectionName}")
+                .toD("milvus:${header.CamelMilvusCollectionName}");
 
+    }
 }
diff --git 
a/integration-tests-jvm/milvus/src/test/java/org/apache/camel/quarkus/component/milvus/it/MilvusIT.java
 
b/integration-tests/milvus/src/test/java/org/apache/camel/quarkus/component/milvus/it/MilvusIT.java
similarity index 100%
rename from 
integration-tests-jvm/milvus/src/test/java/org/apache/camel/quarkus/component/milvus/it/MilvusIT.java
rename to 
integration-tests/milvus/src/test/java/org/apache/camel/quarkus/component/milvus/it/MilvusIT.java
diff --git 
a/integration-tests/milvus/src/test/java/org/apache/camel/quarkus/component/milvus/it/MilvusTest.java
 
b/integration-tests/milvus/src/test/java/org/apache/camel/quarkus/component/milvus/it/MilvusTest.java
new file mode 100644
index 0000000000..07f6a9d87b
--- /dev/null
+++ 
b/integration-tests/milvus/src/test/java/org/apache/camel/quarkus/component/milvus/it/MilvusTest.java
@@ -0,0 +1,97 @@
+/*
+ * 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.milvus.it;
+
+import java.util.List;
+import java.util.Map;
+import java.util.stream.Stream;
+
+import io.quarkus.test.common.QuarkusTestResource;
+import io.quarkus.test.junit.QuarkusTest;
+import io.restassured.http.ContentType;
+import org.junit.jupiter.params.ParameterizedTest;
+import org.junit.jupiter.params.provider.Arguments;
+import org.junit.jupiter.params.provider.MethodSource;
+
+import static io.restassured.RestAssured.*;
+import static org.hamcrest.Matchers.containsStringIgnoringCase;
+
+@QuarkusTest
+@QuarkusTestResource(MilvusTestResource.class)
+class MilvusTest {
+
+    @ParameterizedTest
+    @MethodSource("provideScenarios")
+    public void testMilvusOperations(String operation, Map<String, Object> 
config, Object data,
+            int status,
+            String error) {
+        String collectionName = (String) config.get("name");
+        var response = given()
+                .contentType(ContentType.JSON)
+                .body(data == null ? config : data)
+                .post("/milvus/" + operation + "/" + collectionName);
+
+        response.then().statusCode(status);
+
+        if (error != null) {
+            response.then().body(containsStringIgnoringCase(error));
+        }
+    }
+
+    private static Stream<Arguments> provideScenarios() {
+
+        Map<String, Object> config3d = Map.of(
+                "name", "col_3d",
+                "dimension", 3,
+                "vector_field", "vector",
+                "autoID", false);
+
+        Map<String, Object> ghostConfig = Map.of("name", 
"non_existent_collection");
+
+        return Stream.of(
+                // 1. Create Collection
+                Arguments.of("create", config3d, null, 200, "Success"),
+
+                // 2. Insert Data
+                Arguments.of("insert", config3d,
+                        List.of(Map.of("id", 1L, "vector", List.of(0.1f, 0.2f, 
0.3f))), 200, null),
+                Arguments.of("insert", config3d,
+                        List.of(Map.of("id", 2L, "vector", List.of(0.4f, 0.6f, 
0.8f))), 200, null),
+                // 3. Index Data
+                Arguments.of("index", config3d, Map.of(
+                        "vector_field", "vector", "params", "{\"nlist\": 
1024}"), 200, "Success"),
+                // 4. Search
+                Arguments.of("search", config3d, List.of(0.1f, 0.2f, 0.3f), 
200, null),
+
+                // 5. Delete
+                Arguments.of("delete", config3d, List.of(1L), 200, 
"delete_cnt: 1"),
+
+                // Negative Use Case
+
+                // 1. Invalid insert
+                Arguments.of("insert", config3d,
+                        List.of(Map.of("id", 4L, "vector", List.of(0.1f, 
0.2f))), 500, "Milvus Exception"),
+                // 2. Invalid Search
+                Arguments.of("search", config3d, List.of(0.1f, 0.2f), 400, 
"dimension mismatch"),
+
+                Arguments.of("search", ghostConfig, List.of(0.1f, 0.2f), 400, 
"collection not found"),
+                // 3. Invalid delete
+                Arguments.of("delete", ghostConfig, List.of(1L), 400, 
"collection not found"));
+
+    }
+
+}
diff --git 
a/integration-tests/milvus/src/test/java/org/apache/camel/quarkus/component/milvus/it/MilvusTestResource.java
 
b/integration-tests/milvus/src/test/java/org/apache/camel/quarkus/component/milvus/it/MilvusTestResource.java
new file mode 100644
index 0000000000..a1ffa94219
--- /dev/null
+++ 
b/integration-tests/milvus/src/test/java/org/apache/camel/quarkus/component/milvus/it/MilvusTestResource.java
@@ -0,0 +1,59 @@
+
+/*
+ * 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.milvus.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.milvus.MilvusContainer;
+
+public class MilvusTestResource implements QuarkusTestResourceLifecycleManager 
{
+
+    private static final Logger LOGGER = 
LoggerFactory.getLogger(MilvusTestResource.class);
+    private static final String MILVUS_IMAGE = 
ConfigProvider.getConfig().getValue("milvus.container.image",
+            String.class);
+    private MilvusContainer milvus;
+
+    @Override
+    public Map<String, String> start() {
+        Map<String, String> properties = new HashMap<>();
+        milvus = new MilvusContainer(MILVUS_IMAGE);
+        milvus.start();
+        properties.put("camel.component.milvus.host", milvus.getHost());
+        properties.put("camel.component.milvus.port", 
String.valueOf(milvus.getMappedPort(19530)));
+        LOGGER.info("Properties: {}", properties);
+        return properties;
+
+    }
+
+    @Override
+    public void stop() {
+        try {
+            if (milvus != null) {
+                milvus.stop();
+            }
+        } catch (Exception e) {
+            LOGGER.error("An error occurred while stopping Milvus container", 
e);
+        }
+
+    }
+}
diff --git a/integration-tests/pom.xml b/integration-tests/pom.xml
index 01e8f41d77..c4d86c0d13 100644
--- a/integration-tests/pom.xml
+++ b/integration-tests/pom.xml
@@ -177,6 +177,7 @@
         <module>microprofile-fault-tolerance</module>
         <module>microprofile-health</module>
         <module>milo</module>
+        <module>milvus</module>
         <module>minio</module>
         <module>mllp</module>
         <module>mongodb-grouped</module>
diff --git a/pom.xml b/pom.xml
index 324f3a0ae8..2a6ba75c03 100644
--- a/pom.xml
+++ b/pom.xml
@@ -268,6 +268,7 @@
         <mysql.container.image>mirror.gcr.io/mysql:9.5</mysql.container.image>
         
<mariadb.container.image>mirror.gcr.io/mariadb:12.1</mariadb.container.image>
         
<mongodb.container.image>mirror.gcr.io/mongo:7.0</mongodb.container.image>
+        <milvus.container.image>milvusdb/milvus:v2.3.9</milvus.container.image>
         <nats.container.image>mirror.gcr.io/nats:2.11.6</nats.container.image>
         
<opensearch.container.image>mirror.gcr.io/opensearchproject/opensearch:3.1.0</opensearch.container.image>
         
<openssh-server.container.image>mirror.gcr.io/linuxserver/openssh-server:version-9.7_p1-r4</openssh-server.container.image>
diff --git a/tooling/scripts/test-categories.yaml 
b/tooling/scripts/test-categories.yaml
index 0203c20f52..64dd9fb7e6 100644
--- a/tooling/scripts/test-categories.yaml
+++ b/tooling/scripts/test-categories.yaml
@@ -243,6 +243,7 @@ group-13:
   - jdbc-grouped
   - kubernetes
   - langchain4j-embeddingstore
+  - milvus
   - salesforce
   - sap-netweaver
   - servicenow
@@ -250,3 +251,4 @@ group-13:
   - nitrite
   - twilio
   - pgevent
+  


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