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in repository https://gitbox.apache.org/repos/asf/camel-quarkus.git

commit 1161b46de4ed2862670db963f54de779cd0c45a4
Author: Jiri Ondrusek <[email protected]>
AuthorDate: Thu Aug 6 16:15:43 2026 +0200

    Fixes #8966. Auto-produce RetrievalAugmentor bridging Camel ingestion with 
@RegisterAiService RAG
    
    Co-Authored-By: Claude Opus 4.6 <[email protected]>
---
 .../langchain4j/deployment/EasyRagPresent.java     |  33 ++++
 .../SupportQuarkusLangchain4jProcessor.java        | 100 +++++++++++++
 extensions-support/langchain4j/runtime/pom.xml     |   5 +
 .../DefaultRetrievalAugmentorSupplier.java         | 105 +++++++++++++
 .../langchain4j/QuarkusLangchain4jRecorder.java    |   7 +
 .../support/langchain4j/RagBridgeConfig.java       |  58 +++++++
 .../langchain4j-rag-bridge-ql4j/pom.xml            | 166 +++++++++++++++++++++
 .../langchain4j/ragbridge/it/RagAiService.java     |  54 +++++++
 .../ragbridge/it/RagBridgeProducers.java           |  59 ++++++++
 .../ragbridge/it/RagBridgeResource.java            |  86 +++++++++++
 .../langchain4j/ragbridge/it/RagBridgeRoutes.java  |  33 ++++
 .../src/main/resources/application.properties      |  18 +++
 .../ragbridge/it/ExistingAugmentorProducer.java    |  39 +++++
 .../ragbridge/it/ExistingAugmentorProfile.java     |  28 ++++
 .../ragbridge/it/ExistingAugmentorTest.java        |  57 +++++++
 .../ragbridge/it/MultiAugmentorProfile.java        |  30 ++++
 .../ragbridge/it/MultiAugmentorTest.java           |  60 ++++++++
 .../langchain4j/ragbridge/it/RagBridgeIT.java      |  24 +++
 .../langchain4j/ragbridge/it/RagBridgeTest.java    |  67 +++++++++
 .../ragbridge/it/SingleAugmentorProfile.java       |  29 ++++
 .../ragbridge/it/SingleAugmentorTest.java          |  93 ++++++++++++
 integration-tests/pom.xml                          |   1 +
 poms/bom/pom.xml                                   |   5 +
 poms/bom/src/main/generated/flattened-full-pom.xml |   5 +
 .../src/main/generated/flattened-reduced-pom.xml   |   5 +
 .../generated/flattened-reduced-verbose-pom.xml    |   5 +
 tooling/scripts/test-categories.yaml               |   1 +
 27 files changed, 1173 insertions(+)

diff --git 
a/extensions-support/langchain4j/deployment/src/main/java/org/apache/camel/quarkus/component/support/langchain4j/deployment/EasyRagPresent.java
 
b/extensions-support/langchain4j/deployment/src/main/java/org/apache/camel/quarkus/component/support/langchain4j/deployment/EasyRagPresent.java
new file mode 100644
index 0000000000..e462ed5785
--- /dev/null
+++ 
b/extensions-support/langchain4j/deployment/src/main/java/org/apache/camel/quarkus/component/support/langchain4j/deployment/EasyRagPresent.java
@@ -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.
+ */
+package org.apache.camel.quarkus.component.support.langchain4j.deployment;
+
+import java.util.function.BooleanSupplier;
+
+public class EasyRagPresent implements BooleanSupplier {
+    private static final String EASY_RAG_CONFIG_CLASS = 
"io.quarkiverse.langchain4j.easyrag.runtime.EasyRagConfig";
+
+    @Override
+    public boolean getAsBoolean() {
+        try {
+            
Thread.currentThread().getContextClassLoader().loadClass(EASY_RAG_CONFIG_CLASS);
+            return true;
+        } catch (ClassNotFoundException e) {
+            return false;
+        }
+    }
+}
diff --git 
a/extensions-support/langchain4j/deployment/src/main/java/org/apache/camel/quarkus/component/support/langchain4j/deployment/SupportQuarkusLangchain4jProcessor.java
 
b/extensions-support/langchain4j/deployment/src/main/java/org/apache/camel/quarkus/component/support/langchain4j/deployment/SupportQuarkusLangchain4jProcessor.java
index 92133cb549..84dddef6b8 100644
--- 
a/extensions-support/langchain4j/deployment/src/main/java/org/apache/camel/quarkus/component/support/langchain4j/deployment/SupportQuarkusLangchain4jProcessor.java
+++ 
b/extensions-support/langchain4j/deployment/src/main/java/org/apache/camel/quarkus/component/support/langchain4j/deployment/SupportQuarkusLangchain4jProcessor.java
@@ -26,11 +26,16 @@ import java.util.stream.Collectors;
 import dev.langchain4j.guardrail.Guardrail;
 import dev.langchain4j.guardrail.InputGuardrail;
 import dev.langchain4j.guardrail.OutputGuardrail;
+import dev.langchain4j.model.embedding.EmbeddingModel;
+import dev.langchain4j.rag.RetrievalAugmentor;
+import dev.langchain4j.store.embedding.EmbeddingStore;
 import io.quarkus.arc.deployment.AdditionalBeanBuildItem;
+import io.quarkus.arc.deployment.BeanDiscoveryFinishedBuildItem;
 import io.quarkus.arc.deployment.GeneratedBeanBuildItem;
 import io.quarkus.arc.deployment.GeneratedBeanGizmoAdaptor;
 import io.quarkus.arc.deployment.SyntheticBeanBuildItem;
 import io.quarkus.arc.deployment.UnremovableBeanBuildItem;
+import io.quarkus.arc.processor.BeanInfo;
 import io.quarkus.deployment.annotations.BuildProducer;
 import io.quarkus.deployment.annotations.BuildStep;
 import io.quarkus.deployment.annotations.BuildSteps;
@@ -44,16 +49,21 @@ import io.quarkus.gizmo.ClassCreator;
 import io.quarkus.gizmo.MethodCreator;
 import io.quarkus.gizmo.MethodDescriptor;
 import io.quarkus.gizmo.ResultHandle;
+import jakarta.enterprise.context.ApplicationScoped;
+import jakarta.inject.Named;
 import jakarta.inject.Singleton;
 import 
org.apache.camel.quarkus.component.support.langchain4j.AiToolSpecConverter;
 import 
org.apache.camel.quarkus.component.support.langchain4j.CamelAiToolProvider;
 import 
org.apache.camel.quarkus.component.support.langchain4j.CamelAiToolsInterceptor;
 import 
org.apache.camel.quarkus.component.support.langchain4j.QuarkusLangchain4jRecorder;
+import org.apache.camel.quarkus.component.support.langchain4j.RagBridgeConfig;
+import 
org.apache.camel.quarkus.component.support.langchain4j.RagBridgeConfig.AugmentorConfig;
 import org.jboss.jandex.AnnotationInstance;
 import org.jboss.jandex.AnnotationTarget;
 import org.jboss.jandex.ClassInfo;
 import org.jboss.jandex.DotName;
 import org.jboss.jandex.IndexView;
+import org.jboss.jandex.Type;
 import org.jboss.logging.Logger;
 
 import static 
io.quarkus.arc.deployment.UnremovableBeanBuildItem.beanClassNames;
@@ -256,4 +266,94 @@ class SupportQuarkusLangchain4jProcessor {
             }
         }
     }
+
+    /**
+     * Produces {@link RetrievalAugmentor} CDI beans that bridge Camel 
ingestion routes with
+     * {@code @RegisterAiService} RAG.
+     *
+     * <p>
+     * Two modes:
+     * <ul>
+     * <li><b>Explicit config</b> — each entry under {@code 
quarkus.camel.langchain4j.rag.augmentors.<name>}
+     * produces a {@code @Named("<name>")} RetrievalAugmentor backed by the 
configured store.
+     * If only one entry exists, it is also marked as {@code defaultBean()} 
for auto-discovery.</li>
+     * <li><b>Auto-detection</b> — when no config entries exist, at least one 
EmbeddingStore and one
+     * EmbeddingModel are present, and no RetrievalAugmentor exists yet, a 
default one is produced
+     * backed by the {@code @Default} CDI bean.</li>
+     * </ul>
+     */
+    @BuildStep(onlyIfNot = EasyRagPresent.class)
+    @Record(ExecutionTime.RUNTIME_INIT)
+    void registerDefaultRetrievalAugmentor(
+            BeanDiscoveryFinishedBuildItem beanDiscovery,
+            RagBridgeConfig ragBridgeConfig,
+            QuarkusLangchain4jRecorder recorder,
+            BuildProducer<SyntheticBeanBuildItem> syntheticBeans) {
+
+        DotName embeddingStoreDN = 
DotName.createSimple(EmbeddingStore.class.getName());
+        DotName embeddingModelDN = 
DotName.createSimple(EmbeddingModel.class.getName());
+        DotName retrievalAugmentorDN = 
DotName.createSimple(RetrievalAugmentor.class.getName());
+
+        int embeddingStoreCount = 0;
+        int embeddingModelCount = 0;
+        boolean hasRetrievalAugmentor = false;
+
+        for (BeanInfo bean : 
beanDiscovery.beanStream().collect(Collectors.toList())) {
+            for (Type type : bean.getTypes()) {
+                DotName typeName = type.name();
+                if (typeName.equals(embeddingStoreDN)) {
+                    embeddingStoreCount++;
+                } else if (typeName.equals(embeddingModelDN)) {
+                    embeddingModelCount++;
+                } else if (typeName.equals(retrievalAugmentorDN)) {
+                    hasRetrievalAugmentor = true;
+                }
+            }
+        }
+
+        Map<String, AugmentorConfig> augmentors = ragBridgeConfig.augmentors();
+
+        if (!augmentors.isEmpty()) {
+            for (Map.Entry<String, AugmentorConfig> entry : 
augmentors.entrySet()) {
+                String name = entry.getKey();
+                AugmentorConfig cfg = entry.getValue();
+
+                LOG.debugf("Registering named RetrievalAugmentor '%s' backed 
by EmbeddingStore '%s'",
+                        name, cfg.embeddingStoreName());
+
+                SyntheticBeanBuildItem.ExtendedBeanConfigurator configurator = 
SyntheticBeanBuildItem
+                        .configure(RetrievalAugmentor.class)
+                        .scope(ApplicationScoped.class)
+                        
.addQualifier().annotation(Named.class).addValue("value", name).done()
+                        .setRuntimeInit()
+                        
.supplier(recorder.createDefaultRetrievalAugmentorSupplier(
+                                cfg.embeddingStoreName(), 
cfg.embeddingModelName().orElse(null)));
+
+                // Single augmentor configured and no user/Easy-RAG augmentor 
present:
+                // mark as defaultBean() so @RegisterAiService discovers it 
without a qualifier
+                if (augmentors.size() == 1 && !hasRetrievalAugmentor) {
+                    configurator.defaultBean();
+                }
+
+                syntheticBeans.produce(configurator.done());
+            }
+            return;
+        }
+
+        if (hasRetrievalAugmentor) {
+            return;
+        }
+
+        if (embeddingStoreCount >= 1 && embeddingModelCount >= 1) {
+            LOG.debug("EmbeddingStore and EmbeddingModel CDI beans detected"
+                    + " - registering default RetrievalAugmentor backed by 
@Default store");
+            syntheticBeans.produce(SyntheticBeanBuildItem
+                    .configure(RetrievalAugmentor.class)
+                    .scope(ApplicationScoped.class)
+                    .defaultBean()
+                    .setRuntimeInit()
+                    
.supplier(recorder.createDefaultRetrievalAugmentorSupplier(null, null))
+                    .done());
+        }
+    }
 }
diff --git a/extensions-support/langchain4j/runtime/pom.xml 
b/extensions-support/langchain4j/runtime/pom.xml
index 9214158d85..f0f798cfae 100644
--- a/extensions-support/langchain4j/runtime/pom.xml
+++ b/extensions-support/langchain4j/runtime/pom.xml
@@ -50,6 +50,11 @@
             <groupId>dev.langchain4j</groupId>
             <artifactId>langchain4j-embeddings</artifactId>
         </dependency>
+        <dependency>
+            <groupId>io.quarkiverse.langchain4j</groupId>
+            <artifactId>quarkus-langchain4j-core</artifactId>
+            <optional>true</optional>
+        </dependency>
         <dependency>
             <groupId>org.apache.camel</groupId>
             <artifactId>camel-ai-tool</artifactId>
diff --git 
a/extensions-support/langchain4j/runtime/src/main/java/org/apache/camel/quarkus/component/support/langchain4j/DefaultRetrievalAugmentorSupplier.java
 
b/extensions-support/langchain4j/runtime/src/main/java/org/apache/camel/quarkus/component/support/langchain4j/DefaultRetrievalAugmentorSupplier.java
new file mode 100644
index 0000000000..b60cd2d82b
--- /dev/null
+++ 
b/extensions-support/langchain4j/runtime/src/main/java/org/apache/camel/quarkus/component/support/langchain4j/DefaultRetrievalAugmentorSupplier.java
@@ -0,0 +1,105 @@
+/*
+ * 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.support.langchain4j;
+
+import java.util.function.Supplier;
+
+import dev.langchain4j.data.segment.TextSegment;
+import dev.langchain4j.model.embedding.EmbeddingModel;
+import dev.langchain4j.rag.DefaultRetrievalAugmentor;
+import dev.langchain4j.rag.RetrievalAugmentor;
+import dev.langchain4j.rag.content.retriever.EmbeddingStoreContentRetriever;
+import dev.langchain4j.store.embedding.EmbeddingStore;
+import io.quarkiverse.langchain4j.EmbeddingStoreName;
+import io.quarkus.arc.Arc;
+import jakarta.enterprise.inject.literal.NamedLiteral;
+import jakarta.enterprise.util.TypeLiteral;
+import org.jboss.logging.Logger;
+
+/**
+ * Lazily creates a {@link RetrievalAugmentor} backed by the CDI {@link 
EmbeddingStore}
+ * and {@link EmbeddingModel} beans. Used as a supplier for the synthetic bean 
produced
+ * by the deployment processor.
+ */
+public class DefaultRetrievalAugmentorSupplier implements 
Supplier<RetrievalAugmentor> {
+
+    private static final Logger LOG = 
Logger.getLogger(DefaultRetrievalAugmentorSupplier.class);
+
+    private static final TypeLiteral<EmbeddingStore<TextSegment>> 
EMBEDDING_STORE_TYPE = new TypeLiteral<>() {
+    };
+
+    private final String embeddingStoreName;
+    private final String embeddingModelName;
+
+    public DefaultRetrievalAugmentorSupplier() {
+        this(null, null);
+    }
+
+    public DefaultRetrievalAugmentorSupplier(String embeddingStoreName, String 
embeddingModelName) {
+        this.embeddingStoreName = embeddingStoreName;
+        this.embeddingModelName = embeddingModelName;
+    }
+
+    @Override
+    public RetrievalAugmentor get() {
+        EmbeddingStore<TextSegment> store;
+        if (embeddingStoreName != null) {
+            store = Arc.container()
+                    .instance(EMBEDDING_STORE_TYPE, 
EmbeddingStoreName.Literal.of(embeddingStoreName)).get();
+            if (store == null) {
+                store = Arc.container()
+                        .instance(EMBEDDING_STORE_TYPE, 
NamedLiteral.of(embeddingStoreName)).get();
+            }
+            if (store == null) {
+                throw new IllegalStateException(
+                        "No EmbeddingStore CDI bean found with 
@EmbeddingStoreName(\"" + embeddingStoreName
+                                + "\") or @Named(\"" + embeddingStoreName + 
"\")");
+            }
+        } else {
+            store = Arc.container().instance(EMBEDDING_STORE_TYPE).get();
+            if (store == null) {
+                throw new IllegalStateException("No default EmbeddingStore CDI 
bean found");
+            }
+        }
+
+        EmbeddingModel model;
+        if (embeddingModelName != null) {
+            model = Arc.container()
+                    .instance(EmbeddingModel.class, 
NamedLiteral.of(embeddingModelName)).get();
+            if (model == null) {
+                throw new IllegalStateException(
+                        "No EmbeddingModel CDI bean found with @Named(\"" + 
embeddingModelName + "\")");
+            }
+        } else {
+            model = Arc.container().instance(EmbeddingModel.class).get();
+            if (model == null) {
+                throw new IllegalStateException("No default EmbeddingModel CDI 
bean found");
+            }
+        }
+
+        LOG.debugf("Creating default RetrievalAugmentor bridging Camel 
ingestion with @RegisterAiService RAG"
+                + " (store=%s, model=%s)", embeddingStoreName != null ? 
embeddingStoreName : "@Default",
+                embeddingModelName != null ? embeddingModelName : "@Default");
+
+        return DefaultRetrievalAugmentor.builder()
+                .contentRetriever(EmbeddingStoreContentRetriever.builder()
+                        .embeddingStore(store)
+                        .embeddingModel(model)
+                        .build())
+                .build();
+    }
+}
diff --git 
a/extensions-support/langchain4j/runtime/src/main/java/org/apache/camel/quarkus/component/support/langchain4j/QuarkusLangchain4jRecorder.java
 
b/extensions-support/langchain4j/runtime/src/main/java/org/apache/camel/quarkus/component/support/langchain4j/QuarkusLangchain4jRecorder.java
index ac23912b1b..b7d8fa23f2 100644
--- 
a/extensions-support/langchain4j/runtime/src/main/java/org/apache/camel/quarkus/component/support/langchain4j/QuarkusLangchain4jRecorder.java
+++ 
b/extensions-support/langchain4j/runtime/src/main/java/org/apache/camel/quarkus/component/support/langchain4j/QuarkusLangchain4jRecorder.java
@@ -18,8 +18,10 @@ package 
org.apache.camel.quarkus.component.support.langchain4j;
 
 import java.lang.reflect.InvocationTargetException;
 import java.util.Map;
+import java.util.function.Supplier;
 
 import dev.langchain4j.guardrail.Guardrail;
+import dev.langchain4j.rag.RetrievalAugmentor;
 import io.quarkus.runtime.RuntimeValue;
 import io.quarkus.runtime.annotations.Recorder;
 import org.jboss.logging.Logger;
@@ -41,4 +43,9 @@ public class QuarkusLangchain4jRecorder {
             return null;
         }
     }
+
+    public Supplier<RetrievalAugmentor> 
createDefaultRetrievalAugmentorSupplier(
+            String embeddingStoreName, String embeddingModelName) {
+        return new DefaultRetrievalAugmentorSupplier(embeddingStoreName, 
embeddingModelName);
+    }
 }
diff --git 
a/extensions-support/langchain4j/runtime/src/main/java/org/apache/camel/quarkus/component/support/langchain4j/RagBridgeConfig.java
 
b/extensions-support/langchain4j/runtime/src/main/java/org/apache/camel/quarkus/component/support/langchain4j/RagBridgeConfig.java
new file mode 100644
index 0000000000..4744841a31
--- /dev/null
+++ 
b/extensions-support/langchain4j/runtime/src/main/java/org/apache/camel/quarkus/component/support/langchain4j/RagBridgeConfig.java
@@ -0,0 +1,58 @@
+/*
+ * 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.support.langchain4j;
+
+import java.util.Map;
+import java.util.Optional;
+
+import io.quarkus.runtime.annotations.ConfigPhase;
+import io.quarkus.runtime.annotations.ConfigRoot;
+import io.smallrye.config.ConfigMapping;
+
+// BUILD_AND_RUN_TIME_FIXED: augmentor bean definitions are baked in at build 
time and cannot change at runtime
+@ConfigRoot(phase = ConfigPhase.BUILD_AND_RUN_TIME_FIXED)
+@ConfigMapping(prefix = "quarkus.camel.langchain4j.rag")
+public interface RagBridgeConfig {
+
+    /**
+     * Named RetrievalAugmentor beans, each backed by a specific 
EmbeddingStore.
+     * The map key becomes the CDI bean name ({@code @Named("key")}).
+     *
+     * Example:
+     *
+     * <pre>
+     * 
quarkus.camel.langchain4j.rag.augmentors.products.embedding-store-name=products
+     * 
quarkus.camel.langchain4j.rag.augmentors.support.embedding-store-name=support-docs
+     * </pre>
+     */
+    Map<String, AugmentorConfig> augmentors();
+
+    interface AugmentorConfig {
+
+        /**
+         * CDI bean name of the {@code EmbeddingStore} to use.
+         * Matches beans annotated with {@code @Named("name")} or {@code 
@EmbeddingStoreName("name")}.
+         */
+        String embeddingStoreName();
+
+        /**
+         * CDI bean name of the {@code EmbeddingModel} to use.
+         * When not set, the default (unnamed) EmbeddingModel is used.
+         */
+        Optional<String> embeddingModelName();
+    }
+}
diff --git a/integration-tests/langchain4j-rag-bridge-ql4j/pom.xml 
b/integration-tests/langchain4j-rag-bridge-ql4j/pom.xml
new file mode 100644
index 0000000000..12a045478e
--- /dev/null
+++ b/integration-tests/langchain4j-rag-bridge-ql4j/pom.xml
@@ -0,0 +1,166 @@
+<?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>3.39.0-SNAPSHOT</version>
+        <relativePath>../../poms/build-parent-it/pom.xml</relativePath>
+    </parent>
+
+    
<artifactId>camel-quarkus-integration-test-langchain4j-rag-bridge-ql4j</artifactId>
+    <name>Camel Quarkus :: Integration Tests :: LangChain4j RAG Bridge 
QL4J</name>
+    <description>Integration tests for the automatic RetrievalAugmentor bridge 
between Camel ingestion and Quarkus LangChain4j @RegisterAiService</description>
+
+    <dependencyManagement>
+        <dependencies>
+            <dependency>
+                <groupId>io.quarkiverse.langchain4j</groupId>
+                <artifactId>quarkus-langchain4j-bom</artifactId>
+                <version>${quarkiverse-langchain4j.version}</version>
+                <type>pom</type>
+                <scope>import</scope>
+            </dependency>
+        </dependencies>
+    </dependencyManagement>
+
+    <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>
+        <!-- Quarkus-langchain4j dependency for @RegisterAiService -->
+        <dependency>
+            <groupId>io.quarkiverse.langchain4j</groupId>
+            <artifactId>quarkus-langchain4j-ollama</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>io.quarkus</groupId>
+            <artifactId>quarkus-rest</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>io.quarkus</groupId>
+            <artifactId>quarkus-rest-jackson</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>dev.langchain4j</groupId>
+            <artifactId>langchain4j-embeddings-all-minilm-l6-v2</artifactId>
+        </dependency>
+
+        <!-- test dependencies -->
+        <dependency>
+            <groupId>io.quarkus</groupId>
+            <artifactId>quarkus-junit</artifactId>
+            <scope>test</scope>
+        </dependency>
+        <dependency>
+            <groupId>io.rest-assured</groupId>
+            <artifactId>rest-assured</artifactId>
+            <scope>test</scope>
+        </dependency>
+    </dependencies>
+
+    <build>
+        <plugins>
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-surefire-plugin</artifactId>
+                <configuration>
+                    <!-- AllMiniLmL6V2EmbeddingModel loads a native .so via 
JNI;
+                         @TestProfile re-augmentation creates a new classloader
+                         which cannot reload the same native library -->
+                    <reuseForks>false</reuseForks>
+                </configuration>
+            </plugin>
+        </plugins>
+    </build>
+
+    <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>
+    </profiles>
+</project>
diff --git 
a/integration-tests/langchain4j-rag-bridge-ql4j/src/main/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/RagAiService.java
 
b/integration-tests/langchain4j-rag-bridge-ql4j/src/main/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/RagAiService.java
new file mode 100644
index 0000000000..b9a887e862
--- /dev/null
+++ 
b/integration-tests/langchain4j-rag-bridge-ql4j/src/main/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/RagAiService.java
@@ -0,0 +1,54 @@
+/*
+ * 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.ragbridge.it;
+
+import java.util.function.Supplier;
+import java.util.stream.Collectors;
+
+import dev.langchain4j.data.message.AiMessage;
+import dev.langchain4j.data.message.ChatMessage;
+import dev.langchain4j.data.message.UserMessage;
+import dev.langchain4j.model.chat.ChatModel;
+import dev.langchain4j.model.chat.request.ChatRequest;
+import dev.langchain4j.model.chat.response.ChatResponse;
+import io.quarkiverse.langchain4j.RegisterAiService;
+import jakarta.enterprise.context.ApplicationScoped;
+
+@ApplicationScoped
+@RegisterAiService(chatLanguageModelSupplier = 
RagAiService.EchoChatModelSupplier.class)
+public interface RagAiService {
+
+    String chat(@dev.langchain4j.service.UserMessage String question);
+
+    class EchoChatModelSupplier implements Supplier<ChatModel> {
+        @Override
+        public ChatModel get() {
+            return new ChatModel() {
+                @Override
+                public ChatResponse doChat(ChatRequest chatRequest) {
+                    String allContent = chatRequest.messages().stream()
+                            .filter(m -> m instanceof UserMessage)
+                            .map(ChatMessage::toString)
+                            .collect(Collectors.joining("\n"));
+                    return ChatResponse.builder()
+                            .aiMessage(new AiMessage(allContent))
+                            .build();
+                }
+            };
+        }
+    }
+}
diff --git 
a/integration-tests/langchain4j-rag-bridge-ql4j/src/main/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/RagBridgeProducers.java
 
b/integration-tests/langchain4j-rag-bridge-ql4j/src/main/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/RagBridgeProducers.java
new file mode 100644
index 0000000000..d5f22ecc38
--- /dev/null
+++ 
b/integration-tests/langchain4j-rag-bridge-ql4j/src/main/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/RagBridgeProducers.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.langchain4j.ragbridge.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.inmemory.InMemoryEmbeddingStore;
+import io.quarkiverse.langchain4j.EmbeddingStoreName;
+import jakarta.enterprise.context.ApplicationScoped;
+import jakarta.enterprise.inject.Produces;
+import jakarta.inject.Named;
+import jakarta.inject.Singleton;
+
+@ApplicationScoped
+public class RagBridgeProducers {
+
+    // @Named registers the bean in the Camel registry so the 
langchain4j-embeddingstore
+    // endpoint can reference it via ?embeddingStore=#defaultStore (autowiring 
alone is
+    // ambiguous when multiple EmbeddingStore beans exist)
+    @Produces
+    @Singleton
+    @Named("defaultStore")
+    EmbeddingStore<TextSegment> embeddingStore() {
+        return new InMemoryEmbeddingStore<>();
+    }
+
+    // @Named makes this store addressable in Camel URIs as #products;
+    // @EmbeddingStoreName is the Quarkus LangChain4j qualifier used by the
+    // RAG bridge's DefaultRetrievalAugmentorSupplier to resolve the store at 
runtime
+    @Produces
+    @Singleton
+    @Named("products")
+    @EmbeddingStoreName("products")
+    EmbeddingStore<TextSegment> productsEmbeddingStore() {
+        return new InMemoryEmbeddingStore<>();
+    }
+
+    @Produces
+    @Singleton
+    EmbeddingModel embeddingModel() {
+        return new AllMiniLmL6V2EmbeddingModel();
+    }
+}
diff --git 
a/integration-tests/langchain4j-rag-bridge-ql4j/src/main/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/RagBridgeResource.java
 
b/integration-tests/langchain4j-rag-bridge-ql4j/src/main/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/RagBridgeResource.java
new file mode 100644
index 0000000000..8cd27ec5a2
--- /dev/null
+++ 
b/integration-tests/langchain4j-rag-bridge-ql4j/src/main/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/RagBridgeResource.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.langchain4j.ragbridge.it;
+
+import dev.langchain4j.rag.RetrievalAugmentor;
+import jakarta.enterprise.inject.Instance;
+import jakarta.inject.Inject;
+import jakarta.inject.Named;
+import jakarta.ws.rs.Consumes;
+import jakarta.ws.rs.GET;
+import jakarta.ws.rs.POST;
+import jakarta.ws.rs.Path;
+import jakarta.ws.rs.Produces;
+import jakarta.ws.rs.core.MediaType;
+import org.apache.camel.ProducerTemplate;
+
+@Path("/rag-bridge")
+public class RagBridgeResource {
+
+    @Inject
+    Instance<RetrievalAugmentor> retrievalAugmentorInstance;
+
+    @Inject
+    @Named("products")
+    Instance<RetrievalAugmentor> namedAugmentorInstance;
+
+    @Inject
+    ProducerTemplate producerTemplate;
+
+    @Inject
+    RagAiService aiService;
+
+    @GET
+    @Path("/augmentor-present")
+    @Produces(MediaType.TEXT_PLAIN)
+    public boolean isAugmentorPresent() {
+        return retrievalAugmentorInstance.isResolvable();
+    }
+
+    @GET
+    @Path("/named-augmentor-present")
+    @Produces(MediaType.TEXT_PLAIN)
+    public boolean isNamedAugmentorPresent() {
+        return namedAugmentorInstance.isResolvable();
+    }
+
+    @POST
+    @Path("/ingest")
+    @Consumes(MediaType.TEXT_PLAIN)
+    @Produces(MediaType.TEXT_PLAIN)
+    public String ingest(String text) {
+        producerTemplate.sendBody("direct:ingest", text);
+        return "ingested";
+    }
+
+    @POST
+    @Path("/ingest-products")
+    @Consumes(MediaType.TEXT_PLAIN)
+    @Produces(MediaType.TEXT_PLAIN)
+    public String ingestProducts(String text) {
+        producerTemplate.sendBody("direct:ingest-products", text);
+        return "ingested";
+    }
+
+    @POST
+    @Path("/ask")
+    @Consumes(MediaType.TEXT_PLAIN)
+    @Produces(MediaType.TEXT_PLAIN)
+    public String ask(String question) {
+        return aiService.chat(question);
+    }
+}
diff --git 
a/integration-tests/langchain4j-rag-bridge-ql4j/src/main/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/RagBridgeRoutes.java
 
b/integration-tests/langchain4j-rag-bridge-ql4j/src/main/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/RagBridgeRoutes.java
new file mode 100644
index 0000000000..517de183c2
--- /dev/null
+++ 
b/integration-tests/langchain4j-rag-bridge-ql4j/src/main/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/RagBridgeRoutes.java
@@ -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.
+ */
+package org.apache.camel.quarkus.component.langchain4j.ragbridge.it;
+
+import jakarta.enterprise.context.ApplicationScoped;
+import org.apache.camel.builder.RouteBuilder;
+
+@ApplicationScoped
+public class RagBridgeRoutes extends RouteBuilder {
+
+    @Override
+    public void configure() throws Exception {
+        from("direct:ingest")
+                
.to("langchain4j-embeddingstore:default?embeddingStore=#defaultStore&action=ADD");
+
+        from("direct:ingest-products")
+                
.to("langchain4j-embeddingstore:products?embeddingStore=#products&action=ADD");
+    }
+}
diff --git 
a/integration-tests/langchain4j-rag-bridge-ql4j/src/main/resources/application.properties
 
b/integration-tests/langchain4j-rag-bridge-ql4j/src/main/resources/application.properties
new file mode 100644
index 0000000000..d61317715e
--- /dev/null
+++ 
b/integration-tests/langchain4j-rag-bridge-ql4j/src/main/resources/application.properties
@@ -0,0 +1,18 @@
+## ---------------------------------------------------------------------------
+## 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.
+## ---------------------------------------------------------------------------
+
+quarkus.devservices.enabled=false
diff --git 
a/integration-tests/langchain4j-rag-bridge-ql4j/src/test/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/ExistingAugmentorProducer.java
 
b/integration-tests/langchain4j-rag-bridge-ql4j/src/test/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/ExistingAugmentorProducer.java
new file mode 100644
index 0000000000..214ac192fe
--- /dev/null
+++ 
b/integration-tests/langchain4j-rag-bridge-ql4j/src/test/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/ExistingAugmentorProducer.java
@@ -0,0 +1,39 @@
+/*
+ * 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.ragbridge.it;
+
+import java.util.List;
+
+import dev.langchain4j.rag.DefaultRetrievalAugmentor;
+import dev.langchain4j.rag.RetrievalAugmentor;
+import io.quarkus.arc.properties.IfBuildProperty;
+import jakarta.enterprise.context.ApplicationScoped;
+import jakarta.enterprise.inject.Produces;
+import jakarta.inject.Singleton;
+
+@ApplicationScoped
+@IfBuildProperty(name = "test.existing-augmentor", stringValue = "true", 
enableIfMissing = false)
+public class ExistingAugmentorProducer {
+
+    @Produces
+    @Singleton
+    RetrievalAugmentor existingAugmentor() {
+        return DefaultRetrievalAugmentor.builder()
+                .contentRetriever(query -> List.of())
+                .build();
+    }
+}
diff --git 
a/integration-tests/langchain4j-rag-bridge-ql4j/src/test/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/ExistingAugmentorProfile.java
 
b/integration-tests/langchain4j-rag-bridge-ql4j/src/test/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/ExistingAugmentorProfile.java
new file mode 100644
index 0000000000..7396475f3c
--- /dev/null
+++ 
b/integration-tests/langchain4j-rag-bridge-ql4j/src/test/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/ExistingAugmentorProfile.java
@@ -0,0 +1,28 @@
+/*
+ * 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.ragbridge.it;
+
+import java.util.Map;
+
+import io.quarkus.test.junit.QuarkusTestProfile;
+
+public class ExistingAugmentorProfile implements QuarkusTestProfile {
+    @Override
+    public Map<String, String> getConfigOverrides() {
+        return Map.of("test.existing-augmentor", "true");
+    }
+}
diff --git 
a/integration-tests/langchain4j-rag-bridge-ql4j/src/test/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/ExistingAugmentorTest.java
 
b/integration-tests/langchain4j-rag-bridge-ql4j/src/test/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/ExistingAugmentorTest.java
new file mode 100644
index 0000000000..8838e23cae
--- /dev/null
+++ 
b/integration-tests/langchain4j-rag-bridge-ql4j/src/test/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/ExistingAugmentorTest.java
@@ -0,0 +1,57 @@
+/*
+ * 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.ragbridge.it;
+
+import io.quarkus.test.junit.QuarkusTest;
+import io.quarkus.test.junit.TestProfile;
+import io.restassured.RestAssured;
+import org.junit.jupiter.api.Test;
+
+import static org.hamcrest.Matchers.is;
+
+/**
+ * Verifies that the bridge yields when a user-provided {@code 
RetrievalAugmentor}
+ * already exists in CDI. The bridge should not produce a conflicting bean.
+ *
+ * <p>
+ * No {@code @QuarkusIntegrationTest} counterpart exists because this test uses
+ * {@code @TestProfile} to change {@code BUILD_AND_RUN_TIME_FIXED} config.
+ * Native binaries are pre-built with the default config baked in, so profile
+ * overrides have no effect in {@code @QuarkusIntegrationTest}.
+ */
+@QuarkusTest
+@TestProfile(ExistingAugmentorProfile.class)
+class ExistingAugmentorTest {
+
+    @Test
+    void existingAugmentorIsResolvable() {
+        RestAssured.given()
+                .get("/rag-bridge/augmentor-present")
+                .then()
+                .statusCode(200)
+                .body(is("true"));
+    }
+
+    @Test
+    void noNamedAugmentorWhenExistingPresent() {
+        RestAssured.given()
+                .get("/rag-bridge/named-augmentor-present")
+                .then()
+                .statusCode(200)
+                .body(is("false"));
+    }
+}
diff --git 
a/integration-tests/langchain4j-rag-bridge-ql4j/src/test/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/MultiAugmentorProfile.java
 
b/integration-tests/langchain4j-rag-bridge-ql4j/src/test/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/MultiAugmentorProfile.java
new file mode 100644
index 0000000000..112155722d
--- /dev/null
+++ 
b/integration-tests/langchain4j-rag-bridge-ql4j/src/test/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/MultiAugmentorProfile.java
@@ -0,0 +1,30 @@
+/*
+ * 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.ragbridge.it;
+
+import java.util.Map;
+
+import io.quarkus.test.junit.QuarkusTestProfile;
+
+public class MultiAugmentorProfile implements QuarkusTestProfile {
+    @Override
+    public Map<String, String> getConfigOverrides() {
+        return Map.of(
+                
"quarkus.camel.langchain4j.rag.augmentors.products.embedding-store-name", 
"products",
+                
"quarkus.camel.langchain4j.rag.augmentors.support.embedding-store-name", 
"support");
+    }
+}
diff --git 
a/integration-tests/langchain4j-rag-bridge-ql4j/src/test/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/MultiAugmentorTest.java
 
b/integration-tests/langchain4j-rag-bridge-ql4j/src/test/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/MultiAugmentorTest.java
new file mode 100644
index 0000000000..60845f0cbe
--- /dev/null
+++ 
b/integration-tests/langchain4j-rag-bridge-ql4j/src/test/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/MultiAugmentorTest.java
@@ -0,0 +1,60 @@
+/*
+ * 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.ragbridge.it;
+
+import io.quarkus.test.junit.QuarkusTest;
+import io.quarkus.test.junit.TestProfile;
+import io.restassured.RestAssured;
+import org.junit.jupiter.api.Test;
+
+import static org.hamcrest.Matchers.is;
+
+/**
+ * Verifies that when multiple augmentors are configured, no default 
(unqualified)
+ * RetrievalAugmentor bean is produced. Each augmentor should only be 
resolvable
+ * via its {@code @Named} qualifier to prevent silent auto-selection.
+ *
+ * <p>
+ * No {@code @QuarkusIntegrationTest} counterpart exists because this test uses
+ * {@code @TestProfile} to change {@code BUILD_AND_RUN_TIME_FIXED} config.
+ * Native binaries are pre-built with the default config baked in, so profile
+ * overrides have no effect in {@code @QuarkusIntegrationTest}. A native-mode
+ * test would require a separate Maven module with its own
+ * {@code application.properties}.
+ */
+@QuarkusTest
+@TestProfile(MultiAugmentorProfile.class)
+class MultiAugmentorTest {
+
+    @Test
+    void noDefaultAugmentorWithMultipleConfigured() {
+        RestAssured.given()
+                .get("/rag-bridge/augmentor-present")
+                .then()
+                .statusCode(200)
+                .body(is("false"));
+    }
+
+    @Test
+    void namedAugmentorStillResolvable() {
+        RestAssured.given()
+                .get("/rag-bridge/named-augmentor-present")
+                .then()
+                .statusCode(200)
+                .body(is("true"));
+    }
+}
diff --git 
a/integration-tests/langchain4j-rag-bridge-ql4j/src/test/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/RagBridgeIT.java
 
b/integration-tests/langchain4j-rag-bridge-ql4j/src/test/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/RagBridgeIT.java
new file mode 100644
index 0000000000..c43139d5a4
--- /dev/null
+++ 
b/integration-tests/langchain4j-rag-bridge-ql4j/src/test/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/RagBridgeIT.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.ragbridge.it;
+
+import io.quarkus.test.junit.QuarkusIntegrationTest;
+
+@QuarkusIntegrationTest
+class RagBridgeIT extends RagBridgeTest {
+
+}
diff --git 
a/integration-tests/langchain4j-rag-bridge-ql4j/src/test/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/RagBridgeTest.java
 
b/integration-tests/langchain4j-rag-bridge-ql4j/src/test/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/RagBridgeTest.java
new file mode 100644
index 0000000000..d65e08dc10
--- /dev/null
+++ 
b/integration-tests/langchain4j-rag-bridge-ql4j/src/test/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/RagBridgeTest.java
@@ -0,0 +1,67 @@
+/*
+ * 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.ragbridge.it;
+
+import io.quarkus.test.junit.QuarkusTest;
+import io.restassured.RestAssured;
+import org.junit.jupiter.api.Test;
+
+import static org.hamcrest.Matchers.containsString;
+import static org.hamcrest.Matchers.is;
+
+/**
+ * Tests the auto-detection path: no augmentor config is set, but 
EmbeddingStore
+ * and EmbeddingModel beans are present, so the bridge auto-produces a default
+ * RetrievalAugmentor backed by the {@code @Default} store.
+ */
+@QuarkusTest
+class RagBridgeTest {
+
+    @Test
+    void defaultAugmentorIsResolvable() {
+        RestAssured.given()
+                .get("/rag-bridge/augmentor-present")
+                .then()
+                .statusCode(200)
+                .body(is("true"));
+    }
+
+    @Test
+    void noNamedAugmentorInAutoDetection() {
+        RestAssured.given()
+                .get("/rag-bridge/named-augmentor-present")
+                .then()
+                .statusCode(200)
+                .body(is("false"));
+    }
+
+    @Test
+    void autoDetectedAugmentorRetrievesFromDefaultStore() {
+        RestAssured.given()
+                .body("Apache Camel is a powerful open source integration 
framework")
+                .post("/rag-bridge/ingest")
+                .then()
+                .statusCode(200);
+
+        RestAssured.given()
+                .body("Tell me about integration frameworks")
+                .post("/rag-bridge/ask")
+                .then()
+                .statusCode(200)
+                .body(containsString("Apache Camel"));
+    }
+}
diff --git 
a/integration-tests/langchain4j-rag-bridge-ql4j/src/test/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/SingleAugmentorProfile.java
 
b/integration-tests/langchain4j-rag-bridge-ql4j/src/test/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/SingleAugmentorProfile.java
new file mode 100644
index 0000000000..1136d451f3
--- /dev/null
+++ 
b/integration-tests/langchain4j-rag-bridge-ql4j/src/test/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/SingleAugmentorProfile.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.ragbridge.it;
+
+import java.util.Map;
+
+import io.quarkus.test.junit.QuarkusTestProfile;
+
+public class SingleAugmentorProfile implements QuarkusTestProfile {
+    @Override
+    public Map<String, String> getConfigOverrides() {
+        return Map.of(
+                
"quarkus.camel.langchain4j.rag.augmentors.products.embedding-store-name", 
"products");
+    }
+}
diff --git 
a/integration-tests/langchain4j-rag-bridge-ql4j/src/test/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/SingleAugmentorTest.java
 
b/integration-tests/langchain4j-rag-bridge-ql4j/src/test/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/SingleAugmentorTest.java
new file mode 100644
index 0000000000..54000a4dd9
--- /dev/null
+++ 
b/integration-tests/langchain4j-rag-bridge-ql4j/src/test/java/org/apache/camel/quarkus/component/langchain4j/ragbridge/it/SingleAugmentorTest.java
@@ -0,0 +1,93 @@
+/*
+ * 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.ragbridge.it;
+
+import io.quarkus.test.junit.QuarkusTest;
+import io.quarkus.test.junit.TestProfile;
+import io.restassured.RestAssured;
+import org.junit.jupiter.api.Test;
+
+import static org.hamcrest.Matchers.containsString;
+import static org.hamcrest.Matchers.is;
+import static org.hamcrest.Matchers.not;
+
+/**
+ * Verifies explicit single-augmentor configuration: a single named augmentor 
is
+ * configured via {@code quarkus.camel.langchain4j.rag.augmentors.products}, so
+ * it is also marked as {@code defaultBean()} for auto-discovery by
+ * {@code @RegisterAiService}.
+ *
+ * <p>
+ * No {@code @QuarkusIntegrationTest} counterpart exists because this test uses
+ * {@code @TestProfile} to change {@code BUILD_AND_RUN_TIME_FIXED} config.
+ * Native binaries are pre-built with the default config baked in, so profile
+ * overrides have no effect in {@code @QuarkusIntegrationTest}.
+ */
+@QuarkusTest
+@TestProfile(SingleAugmentorProfile.class)
+class SingleAugmentorTest {
+
+    @Test
+    void defaultAugmentorIsResolvable() {
+        RestAssured.given()
+                .get("/rag-bridge/augmentor-present")
+                .then()
+                .statusCode(200)
+                .body(is("true"));
+    }
+
+    @Test
+    void namedAugmentorIsResolvable() {
+        RestAssured.given()
+                .get("/rag-bridge/named-augmentor-present")
+                .then()
+                .statusCode(200)
+                .body(is("true"));
+    }
+
+    @Test
+    void namedAugmentorRetrievesFromCorrectStore() {
+        RestAssured.given()
+                .body("Apache Camel is a powerful open source integration 
framework")
+                .post("/rag-bridge/ingest-products")
+                .then()
+                .statusCode(200);
+
+        RestAssured.given()
+                .body("Tell me about integration frameworks")
+                .post("/rag-bridge/ask")
+                .then()
+                .statusCode(200)
+                .body(containsString("Apache Camel"));
+    }
+
+    @Test
+    void namedAugmentorDoesNotSeeDataInOtherStore() {
+        RestAssured.given()
+                .body("Quarkus is a supersonic subatomic Java framework")
+                .post("/rag-bridge/ingest")
+                .then()
+                .statusCode(200);
+
+        RestAssured.given()
+                .body("Tell me about Java frameworks")
+                .post("/rag-bridge/ask")
+                .then()
+                .statusCode(200)
+                .body(not(containsString("Quarkus")));
+    }
+}
diff --git a/integration-tests/pom.xml b/integration-tests/pom.xml
index 3eac678682..9528083d19 100644
--- a/integration-tests/pom.xml
+++ b/integration-tests/pom.xml
@@ -165,6 +165,7 @@
         <module>langchain4j-chat</module>
         <module>langchain4j-embeddings</module>
         <module>langchain4j-embeddingstore</module>
+        <module>langchain4j-rag-bridge-ql4j</module>
         <module>langchain4j-tokenizer</module>
         <module>langchain4j-tools</module>
         <module>langchain4j-web-search</module>
diff --git a/poms/bom/pom.xml b/poms/bom/pom.xml
index a3c91e8553..3c43b7ca15 100644
--- a/poms/bom/pom.xml
+++ b/poms/bom/pom.xml
@@ -7948,6 +7948,11 @@
                 <artifactId>quarkus-jsch-deployment</artifactId>
                 <version>${quarkiverse-jsch.version}</version>
             </dependency>
+            <dependency>
+                <groupId>io.quarkiverse.langchain4j</groupId>
+                <artifactId>quarkus-langchain4j-core</artifactId>
+                <version>${quarkiverse-langchain4j.version}</version>
+            </dependency>
             <dependency>
                 <groupId>io.quarkiverse.mcp</groupId>
                 <artifactId>quarkus-mcp-server-http</artifactId>
diff --git a/poms/bom/src/main/generated/flattened-full-pom.xml 
b/poms/bom/src/main/generated/flattened-full-pom.xml
index c1feff44b3..2c91642cbb 100644
--- a/poms/bom/src/main/generated/flattened-full-pom.xml
+++ b/poms/bom/src/main/generated/flattened-full-pom.xml
@@ -7820,6 +7820,11 @@
         <artifactId>quarkus-jackson-jq-deployment</artifactId>
         <version>2.5.2</version>
       </dependency>
+      <dependency>
+        <groupId>io.quarkiverse.langchain4j</groupId>
+        <artifactId>quarkus-langchain4j-core</artifactId>
+        <version>1.12.2</version>
+      </dependency>
       <dependency>
         <groupId>io.quarkiverse.jsch</groupId>
         <artifactId>quarkus-jsch</artifactId>
diff --git a/poms/bom/src/main/generated/flattened-reduced-pom.xml 
b/poms/bom/src/main/generated/flattened-reduced-pom.xml
index 9a86650e2c..0d38069882 100644
--- a/poms/bom/src/main/generated/flattened-reduced-pom.xml
+++ b/poms/bom/src/main/generated/flattened-reduced-pom.xml
@@ -1187,6 +1187,11 @@
         <artifactId>quarkus-jsch-deployment</artifactId>
         <version>3.2.1</version>
       </dependency>
+      <dependency>
+        <groupId>io.quarkiverse.langchain4j</groupId>
+        <artifactId>quarkus-langchain4j-core</artifactId>
+        <version>1.12.2</version>
+      </dependency>
       <dependency>
         <groupId>io.quarkiverse.mcp</groupId>
         <artifactId>quarkus-mcp-server-http</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 c2e86a9267..81c4a57000 100644
--- a/poms/bom/src/main/generated/flattened-reduced-verbose-pom.xml
+++ b/poms/bom/src/main/generated/flattened-reduced-verbose-pom.xml
@@ -1187,6 +1187,11 @@
         <artifactId>quarkus-jsch-deployment</artifactId>
         <version>3.2.1</version>
       </dependency>
+      <dependency>
+        <groupId>io.quarkiverse.langchain4j</groupId>
+        <artifactId>quarkus-langchain4j-core</artifactId>
+        <version>1.12.2</version>
+      </dependency>
       <dependency>
         <groupId>io.quarkiverse.mcp</groupId>
         <artifactId>quarkus-mcp-server-http</artifactId>
diff --git a/tooling/scripts/test-categories.yaml 
b/tooling/scripts/test-categories.yaml
index 98d19bc52c..94803799be 100644
--- a/tooling/scripts/test-categories.yaml
+++ b/tooling/scripts/test-categories.yaml
@@ -142,6 +142,7 @@ group-07:
   - jslt
   - ldap
   - langchain4j-embeddings
+  - langchain4j-rag-bridge-ql4j
   - lumberjack
   - ognl
   - olingo4

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