atiaomar1978-hub commented on code in PR #26055:
URL: https://github.com/apache/camel/pull/26055#discussion_r3938003651


##########
dsl/camel-jbang/camel-jbang-core/src/main/java/org/apache/camel/dsl/jbang/core/common/GenAiDependencyHelper.java:
##########
@@ -0,0 +1,131 @@
+/*
+ * 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.dsl.jbang.core.common;
+
+import java.util.Collection;
+import java.util.Properties;
+
+import org.apache.camel.catalog.CamelCatalog;
+import org.apache.camel.catalog.DefaultCamelCatalog;
+import org.apache.camel.tooling.model.ComponentModel;
+
+/**
+ * Adds optional GenAI observability dependencies using the same 
settings-driven approach as OpenTelemetry and LRA.
+ * <p>
+ * GenAI component and LangChain4j provider JARs are resolved by the existing 
silent-run download pipeline
+ * ({@code DependencyDownloaderComponentResolver}, {@code 
KnownDependenciesResolver}) — not by scanning route source.
+ * </p>
+ */
+public final class GenAiDependencyHelper {
+
+    public static final String AI_OBSERVABILITY_ENABLED = 
"camel.aiObservability.enabled";
+
+    private GenAiDependencyHelper() {
+    }
+
+    /**
+     * Adds {@code camel:ai-observability} when GenAI artifacts are already in 
the dependency set and observability is
+     * requested via {@code --observe} or {@code 
camel.aiObservability.enabled=true}.
+     */
+    public static void addAiObservabilityIfNeeded(Collection<String> deps, 
Properties properties, boolean observe) {
+        addAiObservabilityIfNeeded(deps, properties, observe, new 
DefaultCamelCatalog());
+    }
+
+    static void addAiObservabilityIfNeeded(
+            Collection<String> deps, Properties properties, boolean observe, 
CamelCatalog catalog) {
+        if (!includeAiObservability(properties, observe)) {
+            return;
+        }
+        if (!hasGenAiDependency(deps, catalog)) {
+            return;
+        }
+        if (catalog.otherModel("ai-observability") != null) {
+            deps.add("camel:ai-observability");
+        }
+    }
+
+    static boolean includeAiObservability(Properties properties, boolean 
observe) {
+        String enabled = properties != null ? 
properties.getProperty(AI_OBSERVABILITY_ENABLED) : null;
+        if ("false".equalsIgnoreCase(enabled)) {
+            return false;
+        }
+        return observe || "true".equalsIgnoreCase(enabled);
+    }
+
+    static boolean hasGenAiDependency(Collection<String> deps, CamelCatalog 
catalog) {
+        for (String dep : deps) {
+            if (dep == null || dep.isBlank()) {
+                continue;
+            }
+            if (isGenAiCamelComponent(dep, catalog)) {
+                return true;
+            }
+            if (isLangChain4jProviderJar(dep)) {
+                return true;
+            }
+        }
+        return false;
+    }
+
+    private static boolean isGenAiCamelComponent(String dep, CamelCatalog 
catalog) {
+        if (dep.startsWith("camel:")) {
+            String scheme = dep.substring("camel:".length());
+            int query = scheme.indexOf('?');
+            if (query > 0) {
+                scheme = scheme.substring(0, query);
+            }
+            ComponentModel model = catalog.componentModel(scheme);
+            return model != null && isAiLabel(model.getLabel());
+        }
+        return dep.contains(":camel-") && isAiArtifactId(dep);
+    }
+
+    private static boolean isAiArtifactId(String dep) {
+        int idx = dep.indexOf(":camel-");
+        if (idx < 0) {
+            return false;

Review Comment:
   Fixed in 054c4fd: mvn: GenAI detection now uses 
CamelCatalog.modelFromMavenGAV() plus the catalog ai label. 
camel-ai-observability is explicitly excluded from hasGenAiDependency(), and 
alreadyHasAiObservability() prevents duplicate camel:ai-observability entries 
in Run.java ArrayList.
   
   _Cursor Agent on behalf of atiaomar1978-hub_



##########
dsl/camel-jbang/camel-jbang-core/src/main/java/org/apache/camel/dsl/jbang/core/common/GenAiDependencyHelper.java:
##########
@@ -0,0 +1,131 @@
+/*
+ * 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.dsl.jbang.core.common;
+
+import java.util.Collection;
+import java.util.Properties;
+
+import org.apache.camel.catalog.CamelCatalog;
+import org.apache.camel.catalog.DefaultCamelCatalog;
+import org.apache.camel.tooling.model.ComponentModel;
+
+/**
+ * Adds optional GenAI observability dependencies using the same 
settings-driven approach as OpenTelemetry and LRA.
+ * <p>
+ * GenAI component and LangChain4j provider JARs are resolved by the existing 
silent-run download pipeline
+ * ({@code DependencyDownloaderComponentResolver}, {@code 
KnownDependenciesResolver}) — not by scanning route source.
+ * </p>
+ */
+public final class GenAiDependencyHelper {
+
+    public static final String AI_OBSERVABILITY_ENABLED = 
"camel.aiObservability.enabled";
+
+    private GenAiDependencyHelper() {
+    }
+
+    /**
+     * Adds {@code camel:ai-observability} when GenAI artifacts are already in 
the dependency set and observability is
+     * requested via {@code --observe} or {@code 
camel.aiObservability.enabled=true}.
+     */
+    public static void addAiObservabilityIfNeeded(Collection<String> deps, 
Properties properties, boolean observe) {
+        addAiObservabilityIfNeeded(deps, properties, observe, new 
DefaultCamelCatalog());
+    }
+
+    static void addAiObservabilityIfNeeded(
+            Collection<String> deps, Properties properties, boolean observe, 
CamelCatalog catalog) {
+        if (!includeAiObservability(properties, observe)) {
+            return;
+        }
+        if (!hasGenAiDependency(deps, catalog)) {
+            return;
+        }
+        if (catalog.otherModel("ai-observability") != null) {
+            deps.add("camel:ai-observability");
+        }
+    }
+
+    static boolean includeAiObservability(Properties properties, boolean 
observe) {
+        String enabled = properties != null ? 
properties.getProperty(AI_OBSERVABILITY_ENABLED) : null;
+        if ("false".equalsIgnoreCase(enabled)) {
+            return false;
+        }
+        return observe || "true".equalsIgnoreCase(enabled);
+    }
+
+    static boolean hasGenAiDependency(Collection<String> deps, CamelCatalog 
catalog) {
+        for (String dep : deps) {
+            if (dep == null || dep.isBlank()) {
+                continue;
+            }
+            if (isGenAiCamelComponent(dep, catalog)) {
+                return true;
+            }
+            if (isLangChain4jProviderJar(dep)) {
+                return true;
+            }
+        }
+        return false;
+    }
+
+    private static boolean isGenAiCamelComponent(String dep, CamelCatalog 
catalog) {
+        if (dep.startsWith("camel:")) {
+            String scheme = dep.substring("camel:".length());
+            int query = scheme.indexOf('?');
+            if (query > 0) {
+                scheme = scheme.substring(0, query);
+            }
+            ComponentModel model = catalog.componentModel(scheme);
+            return model != null && isAiLabel(model.getLabel());
+        }
+        return dep.contains(":camel-") && isAiArtifactId(dep);
+    }
+
+    private static boolean isAiArtifactId(String dep) {
+        int idx = dep.indexOf(":camel-");
+        if (idx < 0) {
+            return false;
+        }
+        String artifact = dep.substring(idx + 1);
+        int colon = artifact.indexOf(':');
+        if (colon > 0) {
+            artifact = artifact.substring(0, colon);
+        }
+        return artifact.startsWith("camel-langchain4j")
+                || artifact.startsWith("camel-openai")
+                || artifact.startsWith("camel-spring-ai")
+                || artifact.startsWith("camel-aws-bedrock")

Review Comment:
   Fixed in 054c4fd: removed contains("-ai-") and prefix heuristics entirely. 
The mvn: branch now parses the GAV and queries the catalog via 
modelFromMavenGAV(), using the ai label as the authoritative check.
   
   _Cursor Agent on behalf of atiaomar1978-hub_



##########
dsl/camel-kamelet-main/src/main/resources/camel-main-known-dependencies.properties:
##########
@@ -73,3 +73,17 @@ org.apache.qpid.jms.JmsConnectionFactory = 
org.apache.qpid:qpid-jms-client:${qpi
 org.messaginghub.pooled.jms.JmsPoolConnectionFactory = 
org.messaginghub:pooled-jms:${pooled-jms-version}
 org.postgresql.Driver = org.postgresql:postgresql:${pgjdbc-driver-version}
 org.postgresql.ds.PGSimpleDataSource = 
org.postgresql:postgresql:${pgjdbc-driver-version}
+
+dev.langchain4j.model.ollama = 
dev.langchain4j:langchain4j-ollama:${langchain4j-version}
+dev.langchain4j.model.openai = 
dev.langchain4j:langchain4j-open-ai:${langchain4j-version}
+dev.langchain4j.model.huggingface = 
dev.langchain4j:langchain4j-hugging-face:${langchain4j-beta-version}
+dev.langchain4j.model.anthropic = 
dev.langchain4j:langchain4j-anthropic:${langchain4j-version}
+dev.langchain4j.model.azure = 
dev.langchain4j:langchain4j-azure-open-ai:${langchain4j-version}
+dev.langchain4j.model.mistralai = 
dev.langchain4j:langchain4j-mistral-ai:${langchain4j-version}
+dev.langchain4j.model.vertexai = 
dev.langchain4j:langchain4j-vertex-ai:${langchain4j-version}
+dev.langchain4j.model.googleai = 
dev.langchain4j:langchain4j-google-ai-gemini:${langchain4j-version}
+dev.langchain4j.model.github = 
dev.langchain4j:langchain4j-github-models:${langchain4j-version}
+dev.langchain4j.model.embedding.onnx = 
dev.langchain4j:langchain4j-embeddings:${langchain4j-beta-version}

Review Comment:
   Yes, intentional — same pattern as camel.opentelemetry / camel.lra (lines 
43-47). Added an inline comment in 054c4fd documenting that 
camel.aiObservability is a camel-main property prefix so any 
camel.aiObservability.* access triggers runtime download of 
camel:ai-observability.
   
   _Cursor Agent on behalf of atiaomar1978-hub_



##########
dsl/camel-jbang/camel-jbang-core/src/main/java/org/apache/camel/dsl/jbang/core/common/GenAiDependencyHelper.java:
##########
@@ -0,0 +1,131 @@
+/*
+ * 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.dsl.jbang.core.common;
+
+import java.util.Collection;
+import java.util.Properties;
+
+import org.apache.camel.catalog.CamelCatalog;
+import org.apache.camel.catalog.DefaultCamelCatalog;
+import org.apache.camel.tooling.model.ComponentModel;
+
+/**
+ * Adds optional GenAI observability dependencies using the same 
settings-driven approach as OpenTelemetry and LRA.
+ * <p>
+ * GenAI component and LangChain4j provider JARs are resolved by the existing 
silent-run download pipeline
+ * ({@code DependencyDownloaderComponentResolver}, {@code 
KnownDependenciesResolver}) — not by scanning route source.
+ * </p>
+ */
+public final class GenAiDependencyHelper {
+

Review Comment:
   Done in 054c4fd — AI_OBSERVABILITY_ENABLED is now package-private.
   
   _Cursor Agent on behalf of atiaomar1978-hub_



##########
dsl/camel-jbang/camel-jbang-core/src/test/java/org/apache/camel/dsl/jbang/core/common/GenAiDependencyHelperTest.java:
##########
@@ -0,0 +1,98 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.camel.dsl.jbang.core.common;
+
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.List;
+import java.util.Properties;
+
+import org.apache.camel.catalog.CamelCatalog;
+import org.apache.camel.catalog.DefaultCamelCatalog;
+import org.apache.camel.tooling.model.ComponentModel;
+import org.junit.jupiter.api.Test;
+
+import static org.assertj.core.api.Assertions.assertThat;
+import static org.mockito.Mockito.mock;
+import static org.mockito.Mockito.when;
+
+class GenAiDependencyHelperTest {
+
+    private final CamelCatalog catalog = new DefaultCamelCatalog();
+
+    @Test
+    void addsAiObservabilityWhenGenAiComponentPresentAndObserveEnabled() {
+        List<String> deps = new ArrayList<>(List.of("camel:langchain4j-chat"));
+
+        GenAiDependencyHelper.addAiObservabilityIfNeeded(deps, new 
Properties(), true, catalog);
+
+        assertThat(deps).contains("camel:ai-observability");
+    }
+
+    @Test
+    void addsAiObservabilityWhenGenAiPropertyEnabled() {
+        List<String> deps = new 
ArrayList<>(List.of("mvn:org.apache.camel:camel-openai"));
+        Properties properties = new Properties();
+        properties.setProperty(GenAiDependencyHelper.AI_OBSERVABILITY_ENABLED, 
"true");
+
+        GenAiDependencyHelper.addAiObservabilityIfNeeded(deps, properties, 
false, catalog);
+
+        assertThat(deps).contains("camel:ai-observability");
+    }
+
+    @Test
+    void skipsAiObservabilityWithoutGenAiArtifacts() {
+        List<String> deps = new ArrayList<>(List.of("camel:timer"));
+
+        GenAiDependencyHelper.addAiObservabilityIfNeeded(deps, new 
Properties(), true, catalog);
+
+        assertThat(deps).doesNotContain("camel:ai-observability");
+    }
+
+    @Test
+    void skipsAiObservabilityWhenExplicitlyDisabled() {
+        List<String> deps = new ArrayList<>(List.of("camel:langchain4j-chat"));
+        Properties properties = new Properties();
+        properties.setProperty(GenAiDependencyHelper.AI_OBSERVABILITY_ENABLED, 
"false");
+
+        GenAiDependencyHelper.addAiObservabilityIfNeeded(deps, properties, 
true, catalog);
+
+        assertThat(deps).doesNotContain("camel:ai-observability");
+    }

Review Comment:
   Done in 054c4fd — replaced the Mockito mock with real DefaultCamelCatalog 
(openai already has label ai in the catalog).
   
   _Cursor Agent on behalf of atiaomar1978-hub_



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