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

commit bf2b7936acd861729d0072570154106695fd4524
Author: Jiri Ondrusek <[email protected]>
AuthorDate: Mon Jul 27 10:39:35 2026 +0200

    Add camel-quarkus-ai-tool extension
    
    Adds the camel-quarkus-ai-tool extension (runtime + deployment) providing
    Quarkus support for Camel's ai-tool: component. The component registers
    Camel routes as LLM-callable tools in Camel's AiToolRegistry.
    
    Includes BOM entries, catalog, generated docs, and a basic integration
    test that verifies tool registration and invocation via AiToolRegistry.
    
    Co-Authored-By: Claude Opus 4.6 <[email protected]>
---
 catalog/pom.xml                                    |  13 ++
 docs/modules/ROOT/examples/components/ai-tool.yml  |  13 ++
 docs/modules/ROOT/nav.adoc                         |   1 +
 .../ROOT/pages/reference/extensions/ai-tool.adoc   |  56 --------
 extensions/ai-tool/deployment/pom.xml              |  63 ++++++++
 .../ai/tool/deployment/AiToolProcessor.java        |  30 ++++
 extensions/ai-tool/pom.xml                         |  39 +++++
 extensions/ai-tool/runtime/pom.xml                 | 101 +++++++++++++
 extensions/ai-tool/runtime/src/main/doc/usage.adoc |  54 -------
 .../main/resources/META-INF/quarkus-extension.yaml |  36 +++++
 extensions/pom.xml                                 |   1 +
 integration-tests/ai-tool/pom.xml                  | 112 +++++++++++++++
 .../component/ai/tool/it/AiToolResource.java       | 137 ++++++++++++++++++
 .../quarkus/component/ai/tool/it/AiToolRoutes.java |  74 ++++++++++
 .../quarkus/component/ai/tool/it/AiToolIT.java     |  24 ++++
 .../quarkus/component/ai/tool/it/AiToolTest.java   | 159 +++++++++++++++++++++
 integration-tests/pom.xml                          |   1 -
 poms/bom/pom.xml                                   |  10 ++
 poms/bom/src/main/generated/flattened-full-pom.xml |  10 ++
 .../src/main/generated/flattened-reduced-pom.xml   |  10 ++
 .../generated/flattened-reduced-verbose-pom.xml    |  10 ++
 tooling/scripts/test-categories.yaml               |   1 -
 22 files changed, 843 insertions(+), 112 deletions(-)

diff --git a/catalog/pom.xml b/catalog/pom.xml
index 7b654d212c..4da6127a69 100644
--- a/catalog/pom.xml
+++ b/catalog/pom.xml
@@ -123,6 +123,19 @@
                 </exclusion>
             </exclusions>
         </dependency>
+        <dependency>
+            <groupId>org.apache.camel.quarkus</groupId>
+            <artifactId>camel-quarkus-ai-tool</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-amqp</artifactId>
diff --git a/docs/modules/ROOT/examples/components/ai-tool.yml 
b/docs/modules/ROOT/examples/components/ai-tool.yml
new file mode 100644
index 0000000000..a9bf4c3f9b
--- /dev/null
+++ b/docs/modules/ROOT/examples/components/ai-tool.yml
@@ -0,0 +1,13 @@
+# Do not edit directly!
+# This file was generated by 
camel-quarkus-maven-plugin:update-extension-doc-page
+cqArtifactId: camel-quarkus-ai-tool
+cqArtifactIdBase: ai-tool
+cqNativeSupported: true
+cqStatus: Stable
+cqDeprecated: false
+cqJvmSince: 3.39.0
+cqNativeSince: 3.39.0
+cqCamelPartName: ai-tool
+cqCamelPartTitle: AI Tool
+cqCamelPartDescription: Framework-agnostic consumer endpoint that registers a 
Camel route as an LLM tool in the shared AiToolRegistry.
+cqExtensionPageTitle: AI Tool
diff --git a/docs/modules/ROOT/nav.adoc b/docs/modules/ROOT/nav.adoc
index db466c825d..d0cd2289b1 100644
--- a/docs/modules/ROOT/nav.adoc
+++ b/docs/modules/ROOT/nav.adoc
@@ -31,6 +31,7 @@
 ** xref:reference/index.adoc[Extensions]
 // extensions: START
 *** xref:reference/extensions/a2a.adoc[A2A]
+*** xref:reference/extensions/ai-tool.adoc[AI Tool]
 *** xref:reference/extensions/amqp.adoc[AMQP]
 *** xref:reference/extensions/as2.adoc[AS2]
 *** xref:reference/extensions/asn1.adoc[ASN.1 File]
diff --git a/docs/modules/ROOT/pages/reference/extensions/ai-tool.adoc 
b/docs/modules/ROOT/pages/reference/extensions/ai-tool.adoc
index 1012044469..16920abb9a 100644
--- a/docs/modules/ROOT/pages/reference/extensions/ai-tool.adoc
+++ b/docs/modules/ROOT/pages/reference/extensions/ai-tool.adoc
@@ -92,59 +92,3 @@ from("ai-tool:greet?description=Greet a user"
     .setBody(simple("Hello, ${header.name}!"));
 ----
 
-[id="extensions-ai-tool-usage-langchain4j-integration"]
-=== LangChain4j integration
-
-When both `camel-quarkus-ai-tool` and a Quarkus LangChain4j extension 
(`quarkus-langchain4j-ollama`, `quarkus-langchain4j-openai`, etc.) are on the 
classpath, a `ToolProvider` CDI bean is registered automatically at build time.
-All routes registered via `ai-tool:` endpoints become available to 
`@RegisterAiService` AI services without explicit wiring.
-
-You must also add `camel-langchain4j-agent` to your project dependencies. This 
artifact provides the `AiToolSpec` to `ToolSpecification` conversion and is not 
brought in transitively.
-
-[source,xml]
-----
-<dependency>
-    <groupId>org.apache.camel</groupId>
-    <artifactId>camel-langchain4j-agent</artifactId>
-</dependency>
-----
-
-With both dependencies in place, a `@RegisterAiService` interface can call 
Camel tools directly:
-
-[source,java]
-----
-@RegisterAiService
-public interface WeatherAiService {
-    String chat(@UserMessage String question);
-}
-----
-
-Any `ai-tool:` route is now callable by the LLM behind `WeatherAiService`. No 
`toolProvider` attribute or manual bean reference is needed.
-
-[id="extensions-ai-tool-usage-tag-filtering-with-camelaitools"]
-==== Tag filtering with `@CamelAiTools`
-
-By default, all registered `ai-tool:` routes are visible to every AI service. 
When you need different AI services to see different subsets of tools, annotate 
the service interface with `@CamelAiTools` and specify a tag value that matches 
the `tags` parameter on your `ai-tool:` routes.
-
-[source,java]
-----
-@RegisterAiService
-@CamelAiTools("weather")
-public interface WeatherAgent {
-    String chat(@UserMessage String question);
-}
-
-@RegisterAiService
-@CamelAiTools("support")
-public interface SupportAgent {
-    String chat(@UserMessage String question);
-}
-----
-
-With this setup:
-
-* `WeatherAgent` sees only tools tagged with `weather` (plus any untagged 
tools from the default pool).
-* `SupportAgent` sees only tools tagged with `support` (plus any untagged 
tools from the default pool).
-* A `@RegisterAiService` without `@CamelAiTools` sees all registered tools 
regardless of tags.
-
-NOTE: The `@CamelAiTools` value must match a tag declared in the `ai-tool:` 
endpoint URI (e.g. `from("ai-tool:getWeather?tags=weather&...")`). If the 
annotation value is blank or does not match any route tag, the AI service will 
only see untagged tools.
-
diff --git a/extensions/ai-tool/deployment/pom.xml 
b/extensions/ai-tool/deployment/pom.xml
new file mode 100644
index 0000000000..23a1f28a7b
--- /dev/null
+++ b/extensions/ai-tool/deployment/pom.xml
@@ -0,0 +1,63 @@
+<?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-ai-tool-parent</artifactId>
+        <version>3.39.0-SNAPSHOT</version>
+        <relativePath>../pom.xml</relativePath>
+    </parent>
+
+    <artifactId>camel-quarkus-ai-tool-deployment</artifactId>
+    <name>Camel Quarkus :: AI Tool :: Deployment</name>
+
+    <dependencies>
+        <dependency>
+            <groupId>org.apache.camel.quarkus</groupId>
+            <artifactId>camel-quarkus-core-deployment</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.camel.quarkus</groupId>
+            <artifactId>camel-quarkus-ai-tool</artifactId>
+        </dependency>
+    </dependencies>
+
+    <build>
+        <plugins>
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-compiler-plugin</artifactId>
+                <configuration>
+                    <annotationProcessorPaths>
+                        <path>
+                            <groupId>io.quarkus</groupId>
+                            
<artifactId>quarkus-extension-processor</artifactId>
+                            <version>${quarkus.version}</version>
+                        </path>
+                    </annotationProcessorPaths>
+                </configuration>
+            </plugin>
+        </plugins>
+    </build>
+
+</project>
diff --git 
a/extensions/ai-tool/deployment/src/main/java/org/apache/camel/quarkus/component/ai/tool/deployment/AiToolProcessor.java
 
b/extensions/ai-tool/deployment/src/main/java/org/apache/camel/quarkus/component/ai/tool/deployment/AiToolProcessor.java
new file mode 100644
index 0000000000..e132611dd1
--- /dev/null
+++ 
b/extensions/ai-tool/deployment/src/main/java/org/apache/camel/quarkus/component/ai/tool/deployment/AiToolProcessor.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.ai.tool.deployment;
+
+import io.quarkus.deployment.annotations.BuildStep;
+import io.quarkus.deployment.builditem.FeatureBuildItem;
+
+class AiToolProcessor {
+
+    private static final String FEATURE = "camel-ai-tool";
+
+    @BuildStep
+    FeatureBuildItem feature() {
+        return new FeatureBuildItem(FEATURE);
+    }
+}
diff --git a/extensions/ai-tool/pom.xml b/extensions/ai-tool/pom.xml
new file mode 100644
index 0000000000..5720013059
--- /dev/null
+++ b/extensions/ai-tool/pom.xml
@@ -0,0 +1,39 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!--
+
+    Licensed to the Apache Software Foundation (ASF) under one or more
+    contributor license agreements.  See the NOTICE file distributed with
+    this work for additional information regarding copyright ownership.
+    The ASF licenses this file to You under the Apache License, Version 2.0
+    (the "License"); you may not use this file except in compliance with
+    the License.  You may obtain a copy of the License at
+
+         http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing, software
+    distributed under the License is distributed on an "AS IS" BASIS,
+    WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+    See the License for the specific language governing permissions and
+    limitations under the License.
+
+-->
+<project xmlns="http://maven.apache.org/POM/4.0.0";
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance";
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 
http://maven.apache.org/xsd/maven-4.0.0.xsd";>
+    <modelVersion>4.0.0</modelVersion>
+    <parent>
+        <groupId>org.apache.camel.quarkus</groupId>
+        <artifactId>camel-quarkus-extensions</artifactId>
+        <version>3.39.0-SNAPSHOT</version>
+        <relativePath>../pom.xml</relativePath>
+    </parent>
+
+    <artifactId>camel-quarkus-ai-tool-parent</artifactId>
+    <name>Camel Quarkus :: AI Tool</name>
+    <packaging>pom</packaging>
+
+    <modules>
+        <module>deployment</module>
+        <module>runtime</module>
+    </modules>
+</project>
diff --git a/extensions/ai-tool/runtime/pom.xml 
b/extensions/ai-tool/runtime/pom.xml
new file mode 100644
index 0000000000..2a706452fd
--- /dev/null
+++ b/extensions/ai-tool/runtime/pom.xml
@@ -0,0 +1,101 @@
+<?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-ai-tool-parent</artifactId>
+        <version>3.39.0-SNAPSHOT</version>
+        <relativePath>../pom.xml</relativePath>
+    </parent>
+
+    <artifactId>camel-quarkus-ai-tool</artifactId>
+    <name>Camel Quarkus :: AI Tool :: Runtime</name>
+    <description>Framework-agnostic consumer endpoint that registers a Camel 
route as an LLM tool in the shared AiToolRegistry.</description>
+
+    <properties>
+        <camel.quarkus.jvmSince>3.39.0</camel.quarkus.jvmSince>
+        <camel.quarkus.nativeSince>3.39.0</camel.quarkus.nativeSince>
+    </properties>
+
+    <dependencies>
+        <dependency>
+            <groupId>org.apache.camel.quarkus</groupId>
+            <artifactId>camel-quarkus-core</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.camel</groupId>
+            <artifactId>camel-ai-tool</artifactId>
+        </dependency>
+    </dependencies>
+
+    <build>
+        <plugins>
+            <plugin>
+                <groupId>io.quarkus</groupId>
+                <artifactId>quarkus-extension-maven-plugin</artifactId>
+            </plugin>
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-compiler-plugin</artifactId>
+                <configuration>
+                    <annotationProcessorPaths>
+                        <path>
+                            <groupId>io.quarkus</groupId>
+                            
<artifactId>quarkus-extension-processor</artifactId>
+                            <version>${quarkus.version}</version>
+                        </path>
+                    </annotationProcessorPaths>
+                </configuration>
+            </plugin>
+        </plugins>
+    </build>
+
+
+    <profiles>
+        <profile>
+            <id>full</id>
+            <activation>
+                <property>
+                    <name>!quickly</name>
+                </property>
+            </activation>
+            <build>
+                <plugins>
+                    <plugin>
+                        <groupId>org.apache.camel.quarkus</groupId>
+                        <artifactId>camel-quarkus-maven-plugin</artifactId>
+                        <executions>
+                            <execution>
+                                <id>update-extension-doc-page</id>
+                                <goals>
+                                    <goal>update-extension-doc-page</goal>
+                                </goals>
+                                <phase>process-classes</phase>
+                            </execution>
+                        </executions>
+                    </plugin>
+                </plugins>
+            </build>
+        </profile>
+    </profiles>
+</project>
diff --git a/extensions/ai-tool/runtime/src/main/doc/usage.adoc 
b/extensions/ai-tool/runtime/src/main/doc/usage.adoc
index 36359bf410..677f114f7c 100644
--- a/extensions/ai-tool/runtime/src/main/doc/usage.adoc
+++ b/extensions/ai-tool/runtime/src/main/doc/usage.adoc
@@ -41,57 +41,3 @@ from("ai-tool:greet?description=Greet a user"
         + "&parameter.name=string&parameter.name.required=true")
     .setBody(simple("Hello, ${header.name}!"));
 ----
-
-=== LangChain4j integration
-
-When both `camel-quarkus-ai-tool` and a Quarkus LangChain4j extension 
(`quarkus-langchain4j-ollama`, `quarkus-langchain4j-openai`, etc.) are on the 
classpath, a `ToolProvider` CDI bean is registered automatically at build time.
-All routes registered via `ai-tool:` endpoints become available to 
`@RegisterAiService` AI services without explicit wiring.
-
-You must also add `camel-langchain4j-agent` to your project dependencies. This 
artifact provides the `AiToolSpec` to `ToolSpecification` conversion and is not 
brought in transitively.
-
-[source,xml]
-----
-<dependency>
-    <groupId>org.apache.camel</groupId>
-    <artifactId>camel-langchain4j-agent</artifactId>
-</dependency>
-----
-
-With both dependencies in place, a `@RegisterAiService` interface can call 
Camel tools directly:
-
-[source,java]
-----
-@RegisterAiService
-public interface WeatherAiService {
-    String chat(@UserMessage String question);
-}
-----
-
-Any `ai-tool:` route is now callable by the LLM behind `WeatherAiService`. No 
`toolProvider` attribute or manual bean reference is needed.
-
-==== Tag filtering with `@CamelAiTools`
-
-By default, all registered `ai-tool:` routes are visible to every AI service. 
When you need different AI services to see different subsets of tools, annotate 
the service interface with `@CamelAiTools` and specify a tag value that matches 
the `tags` parameter on your `ai-tool:` routes.
-
-[source,java]
-----
-@RegisterAiService
-@CamelAiTools("weather")
-public interface WeatherAgent {
-    String chat(@UserMessage String question);
-}
-
-@RegisterAiService
-@CamelAiTools("support")
-public interface SupportAgent {
-    String chat(@UserMessage String question);
-}
-----
-
-With this setup:
-
-* `WeatherAgent` sees only tools tagged with `weather` (plus any untagged 
tools from the default pool).
-* `SupportAgent` sees only tools tagged with `support` (plus any untagged 
tools from the default pool).
-* A `@RegisterAiService` without `@CamelAiTools` sees all registered tools 
regardless of tags.
-
-NOTE: The `@CamelAiTools` value must match a tag declared in the `ai-tool:` 
endpoint URI (e.g. `from("ai-tool:getWeather?tags=weather&...")`). If the 
annotation value is blank or does not match any route tag, the AI service will 
only see untagged tools.
diff --git 
a/extensions/ai-tool/runtime/src/main/resources/META-INF/quarkus-extension.yaml 
b/extensions/ai-tool/runtime/src/main/resources/META-INF/quarkus-extension.yaml
new file mode 100644
index 0000000000..34ffbf6add
--- /dev/null
+++ 
b/extensions/ai-tool/runtime/src/main/resources/META-INF/quarkus-extension.yaml
@@ -0,0 +1,36 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+
+# This is a generated file. Do not edit directly!
+# To re-generate, run the following command from the top level directory:
+#
+#   mvn -N cq:update-quarkus-metadata
+#
+---
+name: "Camel AI Tool"
+description: "Framework-agnostic consumer endpoint that registers a Camel 
route as an LLM tool in the shared AiToolRegistry"
+metadata:
+  icon-url: 
"https://raw.githubusercontent.com/apache/camel-website/main/antora-ui-camel/src/img/logo-d.svg";
+  sponsor: "Apache Software Foundation"
+  guide: 
"https://camel.apache.org/camel-quarkus/latest/reference/extensions/ai-tool.html";
+  categories:
+  - "integration"
+  status: "stable"
+  integrates:
+    - name: "Camel"
+      artifact: "org.apache.camel:camel-base"
+      version: "${camel.version}"
\ No newline at end of file
diff --git a/extensions/pom.xml b/extensions/pom.xml
index 0445b0e37d..bfb301db5e 100644
--- a/extensions/pom.xml
+++ b/extensions/pom.xml
@@ -37,6 +37,7 @@
         <module>a2a</module>
         <module>activemq</module>
         <module>activemq6</module>
+        <module>ai-tool</module>
         <module>amqp</module>
         <module>arangodb</module>
         <module>as2</module>
diff --git a/integration-tests/ai-tool/pom.xml 
b/integration-tests/ai-tool/pom.xml
new file mode 100644
index 0000000000..532b759638
--- /dev/null
+++ b/integration-tests/ai-tool/pom.xml
@@ -0,0 +1,112 @@
+<?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-ai-tool</artifactId>
+    <name>Camel Quarkus :: Integration Tests :: AI Tool</name>
+    <description>Integration tests for Camel Quarkus AI Tool 
extension</description>
+
+    <dependencies>
+        <dependency>
+            <groupId>org.apache.camel.quarkus</groupId>
+            <artifactId>camel-quarkus-ai-tool</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>io.quarkus</groupId>
+            <artifactId>quarkus-resteasy</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>
+
+    <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-ai-tool-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/ai-tool/src/main/java/org/apache/camel/quarkus/component/ai/tool/it/AiToolResource.java
 
b/integration-tests/ai-tool/src/main/java/org/apache/camel/quarkus/component/ai/tool/it/AiToolResource.java
new file mode 100644
index 0000000000..d1a8c895f4
--- /dev/null
+++ 
b/integration-tests/ai-tool/src/main/java/org/apache/camel/quarkus/component/ai/tool/it/AiToolResource.java
@@ -0,0 +1,137 @@
+/*
+ * 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.ai.tool.it;
+
+import java.util.HashMap;
+import java.util.Map;
+import java.util.Set;
+import java.util.stream.Collectors;
+
+import jakarta.enterprise.context.ApplicationScoped;
+import jakarta.inject.Inject;
+import jakarta.ws.rs.GET;
+import jakarta.ws.rs.POST;
+import jakarta.ws.rs.Path;
+import jakarta.ws.rs.PathParam;
+import jakarta.ws.rs.Produces;
+import jakarta.ws.rs.QueryParam;
+import jakarta.ws.rs.core.MediaType;
+import jakarta.ws.rs.core.Response;
+import org.apache.camel.CamelContext;
+import org.apache.camel.Exchange;
+import org.apache.camel.component.ai.tool.AiToolExecutor;
+import org.apache.camel.component.ai.tool.AiToolRegistry;
+import org.apache.camel.component.ai.tool.AiToolResult;
+import org.apache.camel.component.ai.tool.AiToolSpec;
+import org.apache.camel.support.DefaultExchange;
+
+@Path("/ai-tool")
+@ApplicationScoped
+public class AiToolResource {
+
+    @Inject
+    CamelContext camelContext;
+
+    @Path("/tools/tag/{tag}")
+    @GET
+    @Produces(MediaType.TEXT_PLAIN)
+    public String getToolsByTag(@PathParam("tag") String tag) {
+        AiToolRegistry registry = AiToolRegistry.getOrCreate(camelContext);
+        Set<AiToolSpec> tools = registry.getToolsByTag(tag);
+        return tools.stream()
+                .map(AiToolSpec::getName)
+                .sorted()
+                .collect(Collectors.joining(","));
+    }
+
+    @Path("/tools/all")
+    @GET
+    @Produces(MediaType.TEXT_PLAIN)
+    public String getAllTools() {
+        AiToolRegistry registry = AiToolRegistry.getOrCreate(camelContext);
+        Set<AiToolSpec> tools = registry.getAllTools();
+        return tools.stream()
+                .map(AiToolSpec::getName)
+                .sorted()
+                .collect(Collectors.joining(","));
+    }
+
+    @Path("/tools/{toolName}/description")
+    @GET
+    @Produces(MediaType.TEXT_PLAIN)
+    public String getToolDescription(@PathParam("toolName") String toolName) {
+        AiToolSpec spec = findTool(toolName);
+        if (spec == null) {
+            return "NOT_FOUND";
+        }
+        return spec.getDescription();
+    }
+
+    @Path("/tools/{toolName}/schema")
+    @GET
+    @Produces(MediaType.APPLICATION_JSON)
+    public String getToolSchema(@PathParam("toolName") String toolName) {
+        AiToolSpec spec = findTool(toolName);
+        if (spec == null) {
+            return "{}";
+        }
+        return spec.getParametersJsonSchema();
+    }
+
+    @Path("/execute/{toolName}")
+    @POST
+    @Produces(MediaType.TEXT_PLAIN)
+    public Response executeTool(
+            @PathParam("toolName") String toolName,
+            @QueryParam("param") java.util.List<String> params) {
+
+        AiToolSpec spec = findTool(toolName);
+        if (spec == null) {
+            return Response.status(404).entity("Tool not found: " + 
toolName).build();
+        }
+
+        Map<String, Object> arguments = new HashMap<>();
+        if (params != null) {
+            for (String param : params) {
+                String[] parts = param.split("=", 2);
+                if (parts.length == 2) {
+                    arguments.put(parts[0], parts[1]);
+                }
+            }
+        }
+
+        Exchange exchange = new DefaultExchange(camelContext);
+        AiToolResult result = AiToolExecutor.execute(spec, arguments, 
exchange);
+
+        if (result instanceof AiToolResult.Success s) {
+            return Response.ok(s.value()).build();
+        } else if (result instanceof AiToolResult.ArgumentError e) {
+            return Response.status(400).entity(e.message()).build();
+        } else if (result instanceof AiToolResult.ExecutionError e) {
+            return Response.status(500).entity(e.message()).build();
+        }
+        return Response.status(500).entity("Unknown result type").build();
+    }
+
+    private AiToolSpec findTool(String toolName) {
+        AiToolRegistry registry = AiToolRegistry.getOrCreate(camelContext);
+        return registry.getAllTools().stream()
+                .filter(s -> s.getName().equals(toolName))
+                .findFirst()
+                .orElse(null);
+    }
+}
diff --git 
a/integration-tests/ai-tool/src/main/java/org/apache/camel/quarkus/component/ai/tool/it/AiToolRoutes.java
 
b/integration-tests/ai-tool/src/main/java/org/apache/camel/quarkus/component/ai/tool/it/AiToolRoutes.java
new file mode 100644
index 0000000000..8ea55e4978
--- /dev/null
+++ 
b/integration-tests/ai-tool/src/main/java/org/apache/camel/quarkus/component/ai/tool/it/AiToolRoutes.java
@@ -0,0 +1,74 @@
+/*
+ * 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.ai.tool.it;
+
+import org.apache.camel.builder.RouteBuilder;
+
+public class AiToolRoutes extends RouteBuilder {
+    @Override
+    public void configure() {
+        from("ai-tool:getWeather?tags=weather"
+                + "&description=Get the current weather for a city"
+                + "&parameter.city=string"
+                + "&parameter.city.description=The city name"
+                + "&parameter.city.required=true"
+                + "&parameter.unit=string"
+                + "&parameter.unit.enum=celsius,fahrenheit")
+                .setBody(simple("Weather in ${header.city}: sunny, 25 
${header.unit}"));
+
+        from("ai-tool:calculate?tags=math"
+                + "&description=Perform a calculation"
+                + "&parameter.a=integer"
+                + "&parameter.a.required=true"
+                + "&parameter.b=integer"
+                + "&parameter.b.required=true"
+                + "&parameter.operation=string"
+                + "&parameter.operation.required=true"
+                + "&parameter.operation.enum=add,subtract,multiply")
+                .choice()
+                .when(simple("${header.operation} == 'add'"))
+                .process(e -> {
+                    int a = e.getMessage().getHeader("a", Integer.class);
+                    int b = e.getMessage().getHeader("b", Integer.class);
+                    e.getMessage().setBody(String.valueOf(a + b));
+                })
+                .when(simple("${header.operation} == 'subtract'"))
+                .process(e -> {
+                    int a = e.getMessage().getHeader("a", Integer.class);
+                    int b = e.getMessage().getHeader("b", Integer.class);
+                    e.getMessage().setBody(String.valueOf(a - b));
+                })
+                .when(simple("${header.operation} == 'multiply'"))
+                .process(e -> {
+                    int a = e.getMessage().getHeader("a", Integer.class);
+                    int b = e.getMessage().getHeader("b", Integer.class);
+                    e.getMessage().setBody(String.valueOf(a * b));
+                })
+                .otherwise()
+                .setBody(constant("Unknown operation"));
+
+        from("ai-tool:greet?"
+                + "description=Greet a user by name"
+                + "&parameter.name=string"
+                + "&parameter.name.required=true")
+                .setBody(simple("Hello, ${header.name}!"));
+
+        from("ai-tool:failingTool?tags=test"
+                + "&description=A tool that always fails")
+                .throwException(new IllegalStateException("Intentional 
failure"));
+    }
+}
diff --git 
a/integration-tests/ai-tool/src/test/java/org/apache/camel/quarkus/component/ai/tool/it/AiToolIT.java
 
b/integration-tests/ai-tool/src/test/java/org/apache/camel/quarkus/component/ai/tool/it/AiToolIT.java
new file mode 100644
index 0000000000..4cd2d38739
--- /dev/null
+++ 
b/integration-tests/ai-tool/src/test/java/org/apache/camel/quarkus/component/ai/tool/it/AiToolIT.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.ai.tool.it;
+
+import io.quarkus.test.junit.QuarkusIntegrationTest;
+
+@QuarkusIntegrationTest
+class AiToolIT extends AiToolTest {
+
+}
diff --git 
a/integration-tests/ai-tool/src/test/java/org/apache/camel/quarkus/component/ai/tool/it/AiToolTest.java
 
b/integration-tests/ai-tool/src/test/java/org/apache/camel/quarkus/component/ai/tool/it/AiToolTest.java
new file mode 100644
index 0000000000..f1e5e411df
--- /dev/null
+++ 
b/integration-tests/ai-tool/src/test/java/org/apache/camel/quarkus/component/ai/tool/it/AiToolTest.java
@@ -0,0 +1,159 @@
+/*
+ * 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.ai.tool.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;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+@QuarkusTest
+class AiToolTest {
+
+    @Test
+    void toolRegistrationByTag() {
+        RestAssured.get("/ai-tool/tools/tag/weather")
+                .then()
+                .statusCode(200)
+                .body(containsString("getWeather"));
+
+        RestAssured.get("/ai-tool/tools/tag/math")
+                .then()
+                .statusCode(200)
+                .body(containsString("calculate"));
+    }
+
+    @Test
+    void taglessToolInDefaultPool() {
+        RestAssured.get("/ai-tool/tools/all")
+                .then()
+                .statusCode(200)
+                .body(containsString("greet"));
+    }
+
+    @Test
+    void defaultPoolMergedWithTaggedTools() {
+        RestAssured.get("/ai-tool/tools/tag/weather")
+                .then()
+                .statusCode(200)
+                .body(containsString("greet"));
+    }
+
+    @Test
+    void allToolsReturnsEveryRegisteredTool() {
+        String tools = RestAssured.get("/ai-tool/tools/all")
+                .then()
+                .statusCode(200)
+                .extract().asString();
+
+        assertTrue(tools.contains("getWeather"), "Expected getWeather in: " + 
tools);
+        assertTrue(tools.contains("calculate"), "Expected calculate in: " + 
tools);
+        assertTrue(tools.contains("greet"), "Expected greet in: " + tools);
+        assertTrue(tools.contains("failingTool"), "Expected failingTool in: " 
+ tools);
+    }
+
+    @Test
+    void toolDescription() {
+        RestAssured.get("/ai-tool/tools/getWeather/description")
+                .then()
+                .statusCode(200)
+                .body(is("Get the current weather for a city"));
+    }
+
+    @Test
+    void toolSchema() {
+        String schema = RestAssured.get("/ai-tool/tools/getWeather/schema")
+                .then()
+                .statusCode(200)
+                .extract().asString();
+
+        assertTrue(schema.contains("\"city\""), "Expected city in schema: " + 
schema);
+        assertTrue(schema.contains("\"unit\""), "Expected unit in schema: " + 
schema);
+        assertTrue(schema.contains("\"string\""), "Expected string type in 
schema: " + schema);
+    }
+
+    @Test
+    void executeWeatherTool() {
+        RestAssured.given()
+                .queryParam("param", "city=Prague")
+                .queryParam("param", "unit=celsius")
+                .post("/ai-tool/execute/getWeather")
+                .then()
+                .statusCode(200)
+                .body(containsString("Prague"))
+                .body(containsString("celsius"));
+    }
+
+    @Test
+    void executeCalculateTool() {
+        RestAssured.given()
+                .queryParam("param", "a=10")
+                .queryParam("param", "b=3")
+                .queryParam("param", "operation=add")
+                .post("/ai-tool/execute/calculate")
+                .then()
+                .statusCode(200)
+                .body(is("13"));
+
+        RestAssured.given()
+                .queryParam("param", "a=10")
+                .queryParam("param", "b=3")
+                .queryParam("param", "operation=multiply")
+                .post("/ai-tool/execute/calculate")
+                .then()
+                .statusCode(200)
+                .body(is("30"));
+    }
+
+    @Test
+    void executeGreetTool() {
+        RestAssured.given()
+                .queryParam("param", "name=Alice")
+                .post("/ai-tool/execute/greet")
+                .then()
+                .statusCode(200)
+                .body(is("Hello, Alice!"));
+    }
+
+    @Test
+    void executeMissingRequiredParam() {
+        RestAssured.given()
+                .post("/ai-tool/execute/getWeather")
+                .then()
+                .statusCode(400)
+                .body(containsString("city"));
+    }
+
+    @Test
+    void executeFailingTool() {
+        RestAssured.given()
+                .post("/ai-tool/execute/failingTool")
+                .then()
+                .statusCode(500);
+    }
+
+    @Test
+    void executeNonExistentTool() {
+        RestAssured.given()
+                .post("/ai-tool/execute/nonExistent")
+                .then()
+                .statusCode(404);
+    }
+}
diff --git a/integration-tests/pom.xml b/integration-tests/pom.xml
index ce58500c83..8ffee5a4dd 100644
--- a/integration-tests/pom.xml
+++ b/integration-tests/pom.xml
@@ -52,7 +52,6 @@
         <module>activemq</module>
         <module>activemq6</module>
         <module>ai-tool</module>
-        <module>ai-tool-langchain4j</module>
         <module>amqp</module>
         <module>arangodb</module>
         <module>as2</module>
diff --git a/poms/bom/pom.xml b/poms/bom/pom.xml
index bfd0533954..ef15e3593e 100644
--- a/poms/bom/pom.xml
+++ b/poms/bom/pom.xml
@@ -3545,6 +3545,16 @@
                 <artifactId>camel-quarkus-activemq6-deployment</artifactId>
                 <version>${camel-quarkus.version}</version>
             </dependency>
+            <dependency>
+                <groupId>org.apache.camel.quarkus</groupId>
+                <artifactId>camel-quarkus-ai-tool</artifactId>
+                <version>${camel-quarkus.version}</version>
+            </dependency>
+            <dependency>
+                <groupId>org.apache.camel.quarkus</groupId>
+                <artifactId>camel-quarkus-ai-tool-deployment</artifactId>
+                <version>${camel-quarkus.version}</version>
+            </dependency>
             <dependency>
                 <groupId>org.apache.camel.quarkus</groupId>
                 <artifactId>camel-quarkus-amqp</artifactId>
diff --git a/poms/bom/src/main/generated/flattened-full-pom.xml 
b/poms/bom/src/main/generated/flattened-full-pom.xml
index 5306add47f..1aebb69d04 100644
--- a/poms/bom/src/main/generated/flattened-full-pom.xml
+++ b/poms/bom/src/main/generated/flattened-full-pom.xml
@@ -3440,6 +3440,16 @@
         <artifactId>camel-quarkus-activemq6-deployment</artifactId>
         <version>3.39.0-SNAPSHOT</version>
       </dependency>
+      <dependency>
+        <groupId>org.apache.camel.quarkus</groupId>
+        <artifactId>camel-quarkus-ai-tool</artifactId>
+        <version>3.39.0-SNAPSHOT</version>
+      </dependency>
+      <dependency>
+        <groupId>org.apache.camel.quarkus</groupId>
+        <artifactId>camel-quarkus-ai-tool-deployment</artifactId>
+        <version>3.39.0-SNAPSHOT</version>
+      </dependency>
       <dependency>
         <groupId>org.apache.camel.quarkus</groupId>
         <artifactId>camel-quarkus-amqp</artifactId>
diff --git a/poms/bom/src/main/generated/flattened-reduced-pom.xml 
b/poms/bom/src/main/generated/flattened-reduced-pom.xml
index 19a521702b..5d06558865 100644
--- a/poms/bom/src/main/generated/flattened-reduced-pom.xml
+++ b/poms/bom/src/main/generated/flattened-reduced-pom.xml
@@ -4773,6 +4773,16 @@
         <artifactId>camel-quarkus-activemq6-deployment</artifactId>
         <version>3.39.0-SNAPSHOT</version>
       </dependency>
+      <dependency>
+        <groupId>org.apache.camel.quarkus</groupId>
+        <artifactId>camel-quarkus-ai-tool</artifactId>
+        <version>3.39.0-SNAPSHOT</version>
+      </dependency>
+      <dependency>
+        <groupId>org.apache.camel.quarkus</groupId>
+        <artifactId>camel-quarkus-ai-tool-deployment</artifactId>
+        <version>3.39.0-SNAPSHOT</version>
+      </dependency>
       <dependency>
         <groupId>org.apache.camel.quarkus</groupId>
         <artifactId>camel-quarkus-amqp</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 aa96d11dab..7733c58c1e 100644
--- a/poms/bom/src/main/generated/flattened-reduced-verbose-pom.xml
+++ b/poms/bom/src/main/generated/flattened-reduced-verbose-pom.xml
@@ -4773,6 +4773,16 @@
         <artifactId>camel-quarkus-activemq6-deployment</artifactId>
         <version>3.39.0-SNAPSHOT</version>
       </dependency>
+      <dependency>
+        <groupId>org.apache.camel.quarkus</groupId>
+        <artifactId>camel-quarkus-ai-tool</artifactId>
+        <version>3.39.0-SNAPSHOT</version>
+      </dependency>
+      <dependency>
+        <groupId>org.apache.camel.quarkus</groupId>
+        <artifactId>camel-quarkus-ai-tool-deployment</artifactId>
+        <version>3.39.0-SNAPSHOT</version>
+      </dependency>
       <dependency>
         <groupId>org.apache.camel.quarkus</groupId>
         <artifactId>camel-quarkus-amqp</artifactId>
diff --git a/tooling/scripts/test-categories.yaml 
b/tooling/scripts/test-categories.yaml
index 97b679b994..a4df390265 100644
--- a/tooling/scripts/test-categories.yaml
+++ b/tooling/scripts/test-categories.yaml
@@ -232,7 +232,6 @@ group-11:
   - xslt-saxon
 group-12:
   - ai-tool
-  - ai-tool-langchain4j
   - aws2-grouped
   - csimple
   - github2

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