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The following commit(s) were added to refs/heads/main by this push:
     new e0eda4e7749 CAMEL-22545 add huggingface-starter (#1676)
e0eda4e7749 is described below

commit e0eda4e7749ffddee15f82ef4368a22d9ef0f9a3
Author: John Poth <[email protected]>
AuthorDate: Wed Feb 25 15:42:37 2026 +0100

    CAMEL-22545 add huggingface-starter (#1676)
---
 .../camel/springboot/catalog/components.properties |   1 +
 .../springboot/catalog/components/huggingface.json |  72 +++++
 .../camel-huggingface-starter/pom.xml              |  48 ++++
 .../src/main/docs/huggingface.json                 | 167 +++++++++++
 .../HuggingFaceComponentAutoConfiguration.java     |  77 +++++
 .../HuggingFaceComponentConfiguration.java         | 313 +++++++++++++++++++++
 .../springboot/HuggingFaceComponentConverter.java  |  63 +++++
 .../src/main/resources/META-INF/LICENSE.txt        | 203 +++++++++++++
 .../src/main/resources/META-INF/NOTICE.txt         |  11 +
 ...rk.boot.autoconfigure.AutoConfiguration.imports |  18 ++
 components-starter/pom.xml                         |   1 +
 tooling/camel-spring-boot-bom/pom.xml              |   5 +
 tooling/camel-spring-boot-dependencies/pom.xml     |   5 +
 13 files changed, 984 insertions(+)

diff --git 
a/catalog/camel-catalog-provider-springboot/src/main/resources/org/apache/camel/springboot/catalog/components.properties
 
b/catalog/camel-catalog-provider-springboot/src/main/resources/org/apache/camel/springboot/catalog/components.properties
index be3aa5de2e8..bd804ec98bb 100644
--- 
a/catalog/camel-catalog-provider-springboot/src/main/resources/org/apache/camel/springboot/catalog/components.properties
+++ 
b/catalog/camel-catalog-provider-springboot/src/main/resources/org/apache/camel/springboot/catalog/components.properties
@@ -162,6 +162,7 @@ hazelcast-set
 hazelcast-topic
 http
 https
+huggingface
 hwcloud-dms
 hwcloud-frs
 hwcloud-functiongraph
diff --git 
a/catalog/camel-catalog-provider-springboot/src/main/resources/org/apache/camel/springboot/catalog/components/huggingface.json
 
b/catalog/camel-catalog-provider-springboot/src/main/resources/org/apache/camel/springboot/catalog/components/huggingface.json
new file mode 100644
index 00000000000..3eb84de800b
--- /dev/null
+++ 
b/catalog/camel-catalog-provider-springboot/src/main/resources/org/apache/camel/springboot/catalog/components/huggingface.json
@@ -0,0 +1,72 @@
+{
+  "component": {
+    "kind": "component",
+    "name": "huggingface",
+    "title": "Hugging Face",
+    "description": "Integration with Hugging Face's Model Hub by using the 
Deep Java Library (DJL) Python bridge",
+    "deprecated": false,
+    "firstVersion": "4.19.0",
+    "label": "ai",
+    "javaType": "org.apache.camel.component.huggingface.HuggingFaceComponent",
+    "supportLevel": "Preview",
+    "groupId": "org.apache.camel.springboot",
+    "artifactId": "camel-huggingface-starter",
+    "version": "4.19.0-SNAPSHOT",
+    "scheme": "huggingface",
+    "extendsScheme": "",
+    "syntax": "huggingface:task",
+    "async": false,
+    "api": false,
+    "consumerOnly": false,
+    "producerOnly": true,
+    "lenientProperties": false,
+    "browsable": false,
+    "remote": true
+  },
+  "componentProperties": {
+    "authToken": { "index": 0, "kind": "property", "displayName": "Auth 
Token", "group": "producer", "label": "", "required": false, "type": "string", 
"javaType": "java.lang.String", "deprecated": false, "deprecationNote": "", 
"autowired": false, "secret": false, "configurationClass": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"configurationField": "configuration", "description": "HF API token for private 
models" },
+    "autoSelect": { "index": 1, "kind": "property", "displayName": "Auto 
Select", "group": "producer", "label": "", "required": false, "type": 
"boolean", "javaType": "boolean", "deprecated": false, "autowired": false, 
"secret": false, "defaultValue": true, "configurationClass": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"configurationField": "configuration", "description": "If true, auto-select the 
best label (highest score) for zero-shot classification" },
+    "configuration": { "index": 2, "kind": "property", "displayName": 
"Configuration", "group": "producer", "label": "", "required": false, "type": 
"object", "javaType": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"deprecated": false, "autowired": false, "secret": false, "description": "The 
configuration." },
+    "device": { "index": 3, "kind": "property", "displayName": "Device", 
"group": "producer", "label": "", "required": false, "type": "string", 
"javaType": "java.lang.String", "deprecated": false, "deprecationNote": "", 
"autowired": false, "secret": false, "configurationClass": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"configurationField": "configuration", "description": "Device for inference 
(cpu, gpu, auto)" },
+    "lazyStartProducer": { "index": 4, "kind": "property", "displayName": 
"Lazy Start Producer", "group": "producer", "label": "producer", "required": 
false, "type": "boolean", "javaType": "boolean", "deprecated": false, 
"autowired": false, "secret": false, "defaultValue": false, "description": 
"Whether the producer should be started lazy (on the first message). By 
starting lazy you can use this to allow CamelContext and routes to startup in 
situations where a producer may otherwise fail [...]
+    "maxTokens": { "index": 5, "kind": "property", "displayName": "Max 
Tokens", "group": "producer", "label": "", "required": false, "type": 
"integer", "javaType": "int", "deprecated": false, "deprecationNote": "", 
"autowired": false, "secret": false, "configurationClass": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"configurationField": "configuration", "description": "Max tokens for 
generation tasks" },
+    "memoryIdHeader": { "index": 6, "kind": "property", "displayName": "Memory 
Id Header", "group": "producer", "label": "", "required": false, "type": 
"string", "javaType": "java.lang.String", "deprecated": false, "autowired": 
false, "secret": false, "defaultValue": "CamelChatMemoryId", 
"configurationClass": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"configurationField": "configuration", "description": "Header name for 
conversation memory ID (for multi-user chats)" },
+    "minLength": { "index": 7, "kind": "property", "displayName": "Min 
Length", "group": "producer", "label": "", "required": false, "type": 
"integer", "javaType": "int", "deprecated": false, "deprecationNote": "", 
"autowired": false, "secret": false, "configurationClass": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"configurationField": "configuration", "description": "Min tokens for 
summarization tasks" },
+    "modelId": { "index": 8, "kind": "property", "displayName": "Model Id", 
"group": "producer", "label": "", "required": true, "type": "string", 
"javaType": "java.lang.String", "deprecated": false, "deprecationNote": "", 
"autowired": false, "secret": false, "configurationClass": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"configurationField": "configuration", "description": "Hugging Face model ID 
(e.g., distilbert-base-uncased-finetuned-sst-2-english)" },
+    "modelLoadingTimeout": { "index": 9, "kind": "property", "displayName": 
"Model Loading Timeout", "group": "producer", "label": "", "required": false, 
"type": "integer", "javaType": "int", "deprecated": false, "deprecationNote": 
"", "autowired": false, "secret": false, "configurationClass": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"configurationField": "configuration", "description": "Model loading timeout in 
seconds, if negative then use default (240 seconds)" },
+    "multiLabel": { "index": 10, "kind": "property", "displayName": "Multi 
Label", "group": "producer", "label": "", "required": false, "type": "boolean", 
"javaType": "boolean", "deprecated": false, "deprecationNote": "", "autowired": 
false, "secret": false, "defaultValue": false, "configurationClass": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"configurationField": "configuration", "description": "Allow multi-label 
classifications for zero-shot tasks" },
+    "predictorBean": { "index": 11, "kind": "property", "displayName": 
"Predictor Bean", "group": "producer", "label": "", "required": false, "type": 
"string", "javaType": "java.lang.String", "deprecated": false, 
"deprecationNote": "", "autowired": false, "secret": false, 
"configurationClass": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"configurationField": "configuration", "description": "Bean name of a custom 
TaskPredictor implementation (for tasks not covered b [...]
+    "predictTimeout": { "index": 12, "kind": "property", "displayName": 
"Predict Timeout", "group": "producer", "label": "", "required": false, "type": 
"integer", "javaType": "int", "deprecated": false, "deprecationNote": "", 
"autowired": false, "secret": false, "configurationClass": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"configurationField": "configuration", "description": "Predict timeout in 
seconds, if negative then use default (120 seconds)" },
+    "revision": { "index": 13, "kind": "property", "displayName": "Revision", 
"group": "producer", "label": "", "required": false, "type": "string", 
"javaType": "java.lang.String", "deprecated": false, "deprecationNote": "", 
"autowired": false, "secret": false, "configurationClass": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"configurationField": "configuration", "description": "Model revision or branch 
(default: main)" },
+    "systemPrompt": { "index": 14, "kind": "property", "displayName": "System 
Prompt", "group": "producer", "label": "", "required": false, "type": "string", 
"javaType": "java.lang.String", "deprecated": false, "deprecationNote": "", 
"autowired": false, "secret": false, "configurationClass": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"configurationField": "configuration", "description": "Initial system prompt 
for chat tasks (e.g., 'You are a helpful assistant name [...]
+    "temperature": { "index": 15, "kind": "property", "displayName": 
"Temperature", "group": "producer", "label": "", "required": false, "type": 
"number", "javaType": "float", "deprecated": false, "deprecationNote": "", 
"autowired": false, "secret": false, "configurationClass": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"configurationField": "configuration", "description": "Temperature for sampling 
(0.0-1.0)" },
+    "topK": { "index": 16, "kind": "property", "displayName": "Top K", 
"group": "producer", "label": "", "required": false, "type": "integer", 
"javaType": "int", "deprecated": false, "autowired": false, "secret": false, 
"defaultValue": 5, "configurationClass": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"configurationField": "configuration", "description": "Top-k parameter for 
classification tasks" },
+    "userRole": { "index": 17, "kind": "property", "displayName": "User Role", 
"group": "producer", "label": "", "required": false, "type": "string", 
"javaType": "java.lang.String", "deprecated": false, "autowired": false, 
"secret": false, "defaultValue": "user", "configurationClass": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"configurationField": "configuration", "description": "Role for user messages 
in chat history (e.g., 'user' or 'human')" },
+    "autowiredEnabled": { "index": 18, "kind": "property", "displayName": 
"Autowired Enabled", "group": "advanced", "label": "advanced", "required": 
false, "type": "boolean", "javaType": "boolean", "deprecated": false, 
"autowired": false, "secret": false, "defaultValue": true, "description": 
"Whether autowiring is enabled. This is used for automatic autowiring options 
(the option must be marked as autowired) by looking up in the registry to find 
if there is a single instance of matching  [...]
+    "healthCheckConsumerEnabled": { "index": 19, "kind": "property", 
"displayName": "Health Check Consumer Enabled", "group": "health", "label": 
"health", "required": false, "type": "boolean", "javaType": "boolean", 
"deprecated": false, "autowired": false, "secret": false, "defaultValue": true, 
"description": "Used for enabling or disabling all consumer based health checks 
from this component" },
+    "healthCheckProducerEnabled": { "index": 20, "kind": "property", 
"displayName": "Health Check Producer Enabled", "group": "health", "label": 
"health", "required": false, "type": "boolean", "javaType": "boolean", 
"deprecated": false, "autowired": false, "secret": false, "defaultValue": true, 
"description": "Used for enabling or disabling all producer based health checks 
from this component. Notice: Camel has by default disabled all producer based 
health-checks. You can turn on produce [...]
+  },
+  "headers": {
+    "CamelHuggingFaceOutput": { "index": 0, "kind": "header", "displayName": 
"", "group": "producer", "label": "", "required": false, "javaType": "String", 
"deprecated": false, "deprecationNote": "", "autowired": false, "secret": 
false, "description": "The output from the model", "constantName": 
"org.apache.camel.component.huggingface.HuggingFaceConstants#OUTPUT" }
+  },
+  "properties": {
+    "task": { "index": 0, "kind": "path", "displayName": "Task", "group": 
"producer", "label": "", "required": true, "type": "enum", "javaType": 
"org.apache.camel.component.huggingface.tasks.HuggingFaceTask", "enum": [ 
"TEXT_CLASSIFICATION", "TEXT_GENERATION", "QUESTION_ANSWERING", 
"SUMMARIZATION", "ZERO_SHOT_CLASSIFICATION", "SENTENCE_EMBEDDINGS", 
"TEXT_TO_IMAGE", "AUTOMATIC_SPEECH_RECOGNITION", "TEXT_TO_SPEECH", "CHAT" ], 
"deprecated": false, "deprecationNote": "", "autowired": false,  [...]
+    "authToken": { "index": 1, "kind": "parameter", "displayName": "Auth 
Token", "group": "producer", "label": "", "required": false, "type": "string", 
"javaType": "java.lang.String", "deprecated": false, "deprecationNote": "", 
"autowired": false, "secret": false, "configurationClass": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"configurationField": "configuration", "description": "HF API token for private 
models" },
+    "autoSelect": { "index": 2, "kind": "parameter", "displayName": "Auto 
Select", "group": "producer", "label": "", "required": false, "type": 
"boolean", "javaType": "boolean", "deprecated": false, "autowired": false, 
"secret": false, "defaultValue": true, "configurationClass": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"configurationField": "configuration", "description": "If true, auto-select the 
best label (highest score) for zero-shot classification" },
+    "device": { "index": 3, "kind": "parameter", "displayName": "Device", 
"group": "producer", "label": "", "required": false, "type": "string", 
"javaType": "java.lang.String", "deprecated": false, "deprecationNote": "", 
"autowired": false, "secret": false, "configurationClass": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"configurationField": "configuration", "description": "Device for inference 
(cpu, gpu, auto)" },
+    "maxTokens": { "index": 4, "kind": "parameter", "displayName": "Max 
Tokens", "group": "producer", "label": "", "required": false, "type": 
"integer", "javaType": "int", "deprecated": false, "deprecationNote": "", 
"autowired": false, "secret": false, "configurationClass": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"configurationField": "configuration", "description": "Max tokens for 
generation tasks" },
+    "memoryIdHeader": { "index": 5, "kind": "parameter", "displayName": 
"Memory Id Header", "group": "producer", "label": "", "required": false, 
"type": "string", "javaType": "java.lang.String", "deprecated": false, 
"autowired": false, "secret": false, "defaultValue": "CamelChatMemoryId", 
"configurationClass": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"configurationField": "configuration", "description": "Header name for 
conversation memory ID (for multi-user chats)" },
+    "minLength": { "index": 6, "kind": "parameter", "displayName": "Min 
Length", "group": "producer", "label": "", "required": false, "type": 
"integer", "javaType": "int", "deprecated": false, "deprecationNote": "", 
"autowired": false, "secret": false, "configurationClass": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"configurationField": "configuration", "description": "Min tokens for 
summarization tasks" },
+    "modelId": { "index": 7, "kind": "parameter", "displayName": "Model Id", 
"group": "producer", "label": "", "required": true, "type": "string", 
"javaType": "java.lang.String", "deprecated": false, "deprecationNote": "", 
"autowired": false, "secret": false, "configurationClass": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"configurationField": "configuration", "description": "Hugging Face model ID 
(e.g., distilbert-base-uncased-finetuned-sst-2-english)" },
+    "modelLoadingTimeout": { "index": 8, "kind": "parameter", "displayName": 
"Model Loading Timeout", "group": "producer", "label": "", "required": false, 
"type": "integer", "javaType": "int", "deprecated": false, "deprecationNote": 
"", "autowired": false, "secret": false, "configurationClass": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"configurationField": "configuration", "description": "Model loading timeout in 
seconds, if negative then use default (240 seconds)" },
+    "multiLabel": { "index": 9, "kind": "parameter", "displayName": "Multi 
Label", "group": "producer", "label": "", "required": false, "type": "boolean", 
"javaType": "boolean", "deprecated": false, "deprecationNote": "", "autowired": 
false, "secret": false, "defaultValue": false, "configurationClass": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"configurationField": "configuration", "description": "Allow multi-label 
classifications for zero-shot tasks" },
+    "predictorBean": { "index": 10, "kind": "parameter", "displayName": 
"Predictor Bean", "group": "producer", "label": "", "required": false, "type": 
"string", "javaType": "java.lang.String", "deprecated": false, 
"deprecationNote": "", "autowired": false, "secret": false, 
"configurationClass": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"configurationField": "configuration", "description": "Bean name of a custom 
TaskPredictor implementation (for tasks not covered  [...]
+    "predictTimeout": { "index": 11, "kind": "parameter", "displayName": 
"Predict Timeout", "group": "producer", "label": "", "required": false, "type": 
"integer", "javaType": "int", "deprecated": false, "deprecationNote": "", 
"autowired": false, "secret": false, "configurationClass": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"configurationField": "configuration", "description": "Predict timeout in 
seconds, if negative then use default (120 seconds)" },
+    "revision": { "index": 12, "kind": "parameter", "displayName": "Revision", 
"group": "producer", "label": "", "required": false, "type": "string", 
"javaType": "java.lang.String", "deprecated": false, "deprecationNote": "", 
"autowired": false, "secret": false, "configurationClass": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"configurationField": "configuration", "description": "Model revision or branch 
(default: main)" },
+    "systemPrompt": { "index": 13, "kind": "parameter", "displayName": "System 
Prompt", "group": "producer", "label": "", "required": false, "type": "string", 
"javaType": "java.lang.String", "deprecated": false, "deprecationNote": "", 
"autowired": false, "secret": false, "configurationClass": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"configurationField": "configuration", "description": "Initial system prompt 
for chat tasks (e.g., 'You are a helpful assistant nam [...]
+    "temperature": { "index": 14, "kind": "parameter", "displayName": 
"Temperature", "group": "producer", "label": "", "required": false, "type": 
"number", "javaType": "float", "deprecated": false, "deprecationNote": "", 
"autowired": false, "secret": false, "configurationClass": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"configurationField": "configuration", "description": "Temperature for sampling 
(0.0-1.0)" },
+    "topK": { "index": 15, "kind": "parameter", "displayName": "Top K", 
"group": "producer", "label": "", "required": false, "type": "integer", 
"javaType": "int", "deprecated": false, "autowired": false, "secret": false, 
"defaultValue": 5, "configurationClass": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"configurationField": "configuration", "description": "Top-k parameter for 
classification tasks" },
+    "userRole": { "index": 16, "kind": "parameter", "displayName": "User 
Role", "group": "producer", "label": "", "required": false, "type": "string", 
"javaType": "java.lang.String", "deprecated": false, "autowired": false, 
"secret": false, "defaultValue": "user", "configurationClass": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration", 
"configurationField": "configuration", "description": "Role for user messages 
in chat history (e.g., 'user' or 'human')" },
+    "lazyStartProducer": { "index": 17, "kind": "parameter", "displayName": 
"Lazy Start Producer", "group": "producer (advanced)", "label": 
"producer,advanced", "required": false, "type": "boolean", "javaType": 
"boolean", "deprecated": false, "autowired": false, "secret": false, 
"defaultValue": false, "description": "Whether the producer should be started 
lazy (on the first message). By starting lazy you can use this to allow 
CamelContext and routes to startup in situations where a produ [...]
+  }
+}
diff --git a/components-starter/camel-huggingface-starter/pom.xml 
b/components-starter/camel-huggingface-starter/pom.xml
new file mode 100644
index 00000000000..f82b80b9a5d
--- /dev/null
+++ b/components-starter/camel-huggingface-starter/pom.xml
@@ -0,0 +1,48 @@
+<?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/maven-v4_0_0.xsd";>
+  <modelVersion>4.0.0</modelVersion>
+  <parent>
+    <groupId>org.apache.camel.springboot</groupId>
+    <artifactId>components-starter</artifactId>
+    <version>4.19.0-SNAPSHOT</version>
+  </parent>
+  <artifactId>camel-huggingface-starter</artifactId>
+  <packaging>jar</packaging>
+  <name>Camel SB Starters :: HuggingFace</name>
+  <dependencies>
+    <dependency>
+      <groupId>org.springframework.boot</groupId>
+      <artifactId>spring-boot-starter</artifactId>
+      <version>${spring-boot-version}</version>
+    </dependency>
+    <dependency>
+      <groupId>org.apache.camel</groupId>
+      <artifactId>camel-huggingface</artifactId>
+      <version>${camel-version}</version>
+    </dependency>
+    <!--START OF GENERATED CODE-->
+    <dependency>
+      <groupId>org.apache.camel.springboot</groupId>
+      <artifactId>camel-core-starter</artifactId>
+    </dependency>
+    <!--END OF GENERATED CODE-->
+  </dependencies>
+</project>
diff --git 
a/components-starter/camel-huggingface-starter/src/main/docs/huggingface.json 
b/components-starter/camel-huggingface-starter/src/main/docs/huggingface.json
new file mode 100644
index 00000000000..919bc61dfdd
--- /dev/null
+++ 
b/components-starter/camel-huggingface-starter/src/main/docs/huggingface.json
@@ -0,0 +1,167 @@
+{
+  "groups": [
+    {
+      "name": "camel.component.huggingface",
+      "type": 
"org.apache.camel.component.huggingface.springboot.HuggingFaceComponentConfiguration",
+      "sourceType": 
"org.apache.camel.component.huggingface.springboot.HuggingFaceComponentConfiguration"
+    },
+    {
+      "name": "camel.component.huggingface.customizer",
+      "type": 
"org.apache.camel.spring.boot.ComponentConfigurationPropertiesCommon$CustomizerProperties",
+      "sourceType": 
"org.apache.camel.component.huggingface.springboot.HuggingFaceComponentConfiguration",
+      "sourceMethod": "getCustomizer()"
+    }
+  ],
+  "properties": [
+    {
+      "name": "camel.component.huggingface.auth-token",
+      "type": "java.lang.String",
+      "description": "HF API token for private models",
+      "sourceType": 
"org.apache.camel.component.huggingface.springboot.HuggingFaceComponentConfiguration"
+    },
+    {
+      "name": "camel.component.huggingface.auto-select",
+      "type": "java.lang.Boolean",
+      "description": "If true, auto-select the best label (highest score) for 
zero-shot classification",
+      "sourceType": 
"org.apache.camel.component.huggingface.springboot.HuggingFaceComponentConfiguration",
+      "defaultValue": true
+    },
+    {
+      "name": "camel.component.huggingface.autowired-enabled",
+      "type": "java.lang.Boolean",
+      "description": "Whether autowiring is enabled. This is used for 
automatic autowiring options (the option must be marked as autowired) by 
looking up in the registry to find if there is a single instance of matching 
type, which then gets configured on the component. This can be used for 
automatic configuring JDBC data sources, JMS connection factories, AWS Clients, 
etc.",
+      "sourceType": 
"org.apache.camel.component.huggingface.springboot.HuggingFaceComponentConfiguration",
+      "defaultValue": true
+    },
+    {
+      "name": "camel.component.huggingface.configuration",
+      "type": 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration",
+      "description": "The configuration. The option is a 
org.apache.camel.component.huggingface.HuggingFaceConfiguration type.",
+      "sourceType": 
"org.apache.camel.component.huggingface.springboot.HuggingFaceComponentConfiguration"
+    },
+    {
+      "name": "camel.component.huggingface.customizer.enabled",
+      "type": "java.lang.Boolean",
+      "sourceType": 
"org.apache.camel.spring.boot.ComponentConfigurationPropertiesCommon$CustomizerProperties"
+    },
+    {
+      "name": "camel.component.huggingface.device",
+      "type": "java.lang.String",
+      "description": "Device for inference (cpu, gpu, auto)",
+      "sourceType": 
"org.apache.camel.component.huggingface.springboot.HuggingFaceComponentConfiguration"
+    },
+    {
+      "name": "camel.component.huggingface.enabled",
+      "type": "java.lang.Boolean",
+      "description": "Whether to enable auto configuration of the huggingface 
component. This is enabled by default.",
+      "sourceType": 
"org.apache.camel.component.huggingface.springboot.HuggingFaceComponentConfiguration"
+    },
+    {
+      "name": "camel.component.huggingface.health-check-consumer-enabled",
+      "type": "java.lang.Boolean",
+      "description": "Used for enabling or disabling all consumer based health 
checks from this component",
+      "sourceType": 
"org.apache.camel.component.huggingface.springboot.HuggingFaceComponentConfiguration",
+      "defaultValue": true
+    },
+    {
+      "name": "camel.component.huggingface.health-check-producer-enabled",
+      "type": "java.lang.Boolean",
+      "description": "Used for enabling or disabling all producer based health 
checks from this component. Notice: Camel has by default disabled all producer 
based health-checks. You can turn on producer checks globally by setting 
camel.health.producersEnabled=true.",
+      "sourceType": 
"org.apache.camel.component.huggingface.springboot.HuggingFaceComponentConfiguration",
+      "defaultValue": true
+    },
+    {
+      "name": "camel.component.huggingface.lazy-start-producer",
+      "type": "java.lang.Boolean",
+      "description": "Whether the producer should be started lazy (on the 
first message). By starting lazy you can use this to allow CamelContext and 
routes to startup in situations where a producer may otherwise fail during 
starting and cause the route to fail being started. By deferring this startup 
to be lazy then the startup failure can be handled during routing messages via 
Camel's routing error handlers. Beware that when the first message is processed 
then creating and starting the [...]
+      "sourceType": 
"org.apache.camel.component.huggingface.springboot.HuggingFaceComponentConfiguration",
+      "defaultValue": false
+    },
+    {
+      "name": "camel.component.huggingface.max-tokens",
+      "type": "java.lang.Integer",
+      "description": "Max tokens for generation tasks",
+      "sourceType": 
"org.apache.camel.component.huggingface.springboot.HuggingFaceComponentConfiguration"
+    },
+    {
+      "name": "camel.component.huggingface.memory-id-header",
+      "type": "java.lang.String",
+      "description": "Header name for conversation memory ID (for multi-user 
chats)",
+      "sourceType": 
"org.apache.camel.component.huggingface.springboot.HuggingFaceComponentConfiguration",
+      "defaultValue": "CamelChatMemoryId"
+    },
+    {
+      "name": "camel.component.huggingface.min-length",
+      "type": "java.lang.Integer",
+      "description": "Min tokens for summarization tasks",
+      "sourceType": 
"org.apache.camel.component.huggingface.springboot.HuggingFaceComponentConfiguration"
+    },
+    {
+      "name": "camel.component.huggingface.model-id",
+      "type": "java.lang.String",
+      "description": "Hugging Face model ID (e.g., 
distilbert-base-uncased-finetuned-sst-2-english)",
+      "sourceType": 
"org.apache.camel.component.huggingface.springboot.HuggingFaceComponentConfiguration"
+    },
+    {
+      "name": "camel.component.huggingface.model-loading-timeout",
+      "type": "java.lang.Integer",
+      "description": "Model loading timeout in seconds, if negative then use 
default (240 seconds)",
+      "sourceType": 
"org.apache.camel.component.huggingface.springboot.HuggingFaceComponentConfiguration"
+    },
+    {
+      "name": "camel.component.huggingface.multi-label",
+      "type": "java.lang.Boolean",
+      "description": "Allow multi-label classifications for zero-shot tasks",
+      "sourceType": 
"org.apache.camel.component.huggingface.springboot.HuggingFaceComponentConfiguration",
+      "defaultValue": false
+    },
+    {
+      "name": "camel.component.huggingface.predict-timeout",
+      "type": "java.lang.Integer",
+      "description": "Predict timeout in seconds, if negative then use default 
(120 seconds)",
+      "sourceType": 
"org.apache.camel.component.huggingface.springboot.HuggingFaceComponentConfiguration"
+    },
+    {
+      "name": "camel.component.huggingface.predictor-bean",
+      "type": "java.lang.String",
+      "description": "Bean name of a custom TaskPredictor implementation (for 
tasks not covered by built-in predictors)",
+      "sourceType": 
"org.apache.camel.component.huggingface.springboot.HuggingFaceComponentConfiguration"
+    },
+    {
+      "name": "camel.component.huggingface.revision",
+      "type": "java.lang.String",
+      "description": "Model revision or branch (default: main)",
+      "sourceType": 
"org.apache.camel.component.huggingface.springboot.HuggingFaceComponentConfiguration"
+    },
+    {
+      "name": "camel.component.huggingface.system-prompt",
+      "type": "java.lang.String",
+      "description": "Initial system prompt for chat tasks (e.g., 'You are a 
helpful assistant named Alan.')",
+      "sourceType": 
"org.apache.camel.component.huggingface.springboot.HuggingFaceComponentConfiguration"
+    },
+    {
+      "name": "camel.component.huggingface.temperature",
+      "type": "java.lang.Float",
+      "description": "Temperature for sampling (0.0-1.0)",
+      "sourceType": 
"org.apache.camel.component.huggingface.springboot.HuggingFaceComponentConfiguration"
+    },
+    {
+      "name": "camel.component.huggingface.top-k",
+      "type": "java.lang.Integer",
+      "description": "Top-k parameter for classification tasks",
+      "sourceType": 
"org.apache.camel.component.huggingface.springboot.HuggingFaceComponentConfiguration",
+      "defaultValue": 5
+    },
+    {
+      "name": "camel.component.huggingface.user-role",
+      "type": "java.lang.String",
+      "description": "Role for user messages in chat history (e.g., 'user' or 
'human')",
+      "sourceType": 
"org.apache.camel.component.huggingface.springboot.HuggingFaceComponentConfiguration",
+      "defaultValue": "user"
+    }
+  ],
+  "hints": [],
+  "ignored": {
+    "properties": []
+  }
+}
\ No newline at end of file
diff --git 
a/components-starter/camel-huggingface-starter/src/main/java/org/apache/camel/component/huggingface/springboot/HuggingFaceComponentAutoConfiguration.java
 
b/components-starter/camel-huggingface-starter/src/main/java/org/apache/camel/component/huggingface/springboot/HuggingFaceComponentAutoConfiguration.java
new file mode 100644
index 00000000000..13949519d5f
--- /dev/null
+++ 
b/components-starter/camel-huggingface-starter/src/main/java/org/apache/camel/component/huggingface/springboot/HuggingFaceComponentAutoConfiguration.java
@@ -0,0 +1,77 @@
+/*
+ * 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.component.huggingface.springboot;
+
+import org.apache.camel.CamelContext;
+import org.apache.camel.Component;
+import org.apache.camel.component.huggingface.HuggingFaceComponent;
+import org.apache.camel.spi.ComponentCustomizer;
+import org.apache.camel.spring.boot.CamelAutoConfiguration;
+import org.apache.camel.spring.boot.ComponentConfigurationProperties;
+import org.apache.camel.spring.boot.util.CamelPropertiesHelper;
+import 
org.apache.camel.spring.boot.util.ConditionalOnCamelContextAndAutoConfigurationBeans;
+import org.apache.camel.spring.boot.util.ConditionalOnHierarchicalProperties;
+import org.apache.camel.spring.boot.util.HierarchicalPropertiesEvaluator;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.boot.autoconfigure.AutoConfigureAfter;
+import 
org.springframework.boot.context.properties.EnableConfigurationProperties;
+import org.springframework.context.ApplicationContext;
+import org.springframework.context.annotation.Bean;
+import org.springframework.context.annotation.Conditional;
+import org.springframework.context.annotation.Configuration;
+import org.springframework.context.annotation.Lazy;
+
+/**
+ * Generated by camel-package-maven-plugin - do not edit this file!
+ */
+@Configuration(proxyBeanMethods = false)
+@Conditional(ConditionalOnCamelContextAndAutoConfigurationBeans.class)
+@EnableConfigurationProperties({ComponentConfigurationProperties.class,HuggingFaceComponentConfiguration.class})
+@ConditionalOnHierarchicalProperties({"camel.component", 
"camel.component.huggingface"})
+@AutoConfigureAfter({CamelAutoConfiguration.class, 
HuggingFaceComponentConverter.class})
+public class HuggingFaceComponentAutoConfiguration {
+
+    @Autowired
+    private ApplicationContext applicationContext;
+    private final CamelContext camelContext;
+    @Autowired
+    private HuggingFaceComponentConfiguration configuration;
+
+    public HuggingFaceComponentAutoConfiguration(
+            org.apache.camel.CamelContext camelContext) {
+        this.camelContext = camelContext;
+    }
+
+    @Lazy
+    @Bean
+    public ComponentCustomizer configureHuggingFaceComponent() {
+        return new ComponentCustomizer() {
+            @Override
+            public void configure(String name, Component target) {
+                CamelPropertiesHelper.copyProperties(camelContext, 
configuration, target);
+            }
+            @Override
+            public boolean isEnabled(String name, Component target) {
+                return HierarchicalPropertiesEvaluator.evaluate(
+                        applicationContext,
+                        "camel.component.customizer",
+                        "camel.component.huggingface.customizer")
+                    && target instanceof HuggingFaceComponent;
+            }
+        };
+    }
+}
\ No newline at end of file
diff --git 
a/components-starter/camel-huggingface-starter/src/main/java/org/apache/camel/component/huggingface/springboot/HuggingFaceComponentConfiguration.java
 
b/components-starter/camel-huggingface-starter/src/main/java/org/apache/camel/component/huggingface/springboot/HuggingFaceComponentConfiguration.java
new file mode 100644
index 00000000000..974396523cb
--- /dev/null
+++ 
b/components-starter/camel-huggingface-starter/src/main/java/org/apache/camel/component/huggingface/springboot/HuggingFaceComponentConfiguration.java
@@ -0,0 +1,313 @@
+/*
+ * 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.component.huggingface.springboot;
+
+import org.apache.camel.component.huggingface.HuggingFaceConfiguration;
+import org.apache.camel.spring.boot.ComponentConfigurationPropertiesCommon;
+import org.springframework.boot.context.properties.ConfigurationProperties;
+
+/**
+ * Integration with Hugging Face's Model Hub by using the Deep Java Library
+ * (DJL) Python bridge
+ * 
+ * Generated by camel-package-maven-plugin - do not edit this file!
+ */
+@ConfigurationProperties(prefix = "camel.component.huggingface")
+public class HuggingFaceComponentConfiguration
+        extends
+            ComponentConfigurationPropertiesCommon {
+
+    /**
+     * Whether to enable auto configuration of the huggingface component. This
+     * is enabled by default.
+     */
+    private Boolean enabled;
+    /**
+     * HF API token for private models
+     */
+    private String authToken;
+    /**
+     * If true, auto-select the best label (highest score) for zero-shot
+     * classification
+     */
+    private Boolean autoSelect = true;
+    /**
+     * The configuration. The option is a
+     * org.apache.camel.component.huggingface.HuggingFaceConfiguration type.
+     */
+    private HuggingFaceConfiguration configuration;
+    /**
+     * Device for inference (cpu, gpu, auto)
+     */
+    private String device;
+    /**
+     * Whether the producer should be started lazy (on the first message). By
+     * starting lazy you can use this to allow CamelContext and routes to
+     * startup in situations where a producer may otherwise fail during 
starting
+     * and cause the route to fail being started. By deferring this startup to
+     * be lazy then the startup failure can be handled during routing messages
+     * via Camel's routing error handlers. Beware that when the first message 
is
+     * processed then creating and starting the producer may take a little time
+     * and prolong the total processing time of the processing.
+     */
+    private Boolean lazyStartProducer = false;
+    /**
+     * Max tokens for generation tasks
+     */
+    private Integer maxTokens;
+    /**
+     * Header name for conversation memory ID (for multi-user chats)
+     */
+    private String memoryIdHeader = "CamelChatMemoryId";
+    /**
+     * Min tokens for summarization tasks
+     */
+    private Integer minLength;
+    /**
+     * Hugging Face model ID (e.g.,
+     * distilbert-base-uncased-finetuned-sst-2-english)
+     */
+    private String modelId;
+    /**
+     * Model loading timeout in seconds, if negative then use default (240
+     * seconds)
+     */
+    private Integer modelLoadingTimeout;
+    /**
+     * Allow multi-label classifications for zero-shot tasks
+     */
+    private Boolean multiLabel = false;
+    /**
+     * Bean name of a custom TaskPredictor implementation (for tasks not 
covered
+     * by built-in predictors)
+     */
+    private String predictorBean;
+    /**
+     * Predict timeout in seconds, if negative then use default (120 seconds)
+     */
+    private Integer predictTimeout;
+    /**
+     * Model revision or branch (default: main)
+     */
+    private String revision;
+    /**
+     * Initial system prompt for chat tasks (e.g., 'You are a helpful assistant
+     * named Alan.')
+     */
+    private String systemPrompt;
+    /**
+     * Temperature for sampling (0.0-1.0)
+     */
+    private Float temperature;
+    /**
+     * Top-k parameter for classification tasks
+     */
+    private Integer topK = 5;
+    /**
+     * Role for user messages in chat history (e.g., 'user' or 'human')
+     */
+    private String userRole = "user";
+    /**
+     * Whether autowiring is enabled. This is used for automatic autowiring
+     * options (the option must be marked as autowired) by looking up in the
+     * registry to find if there is a single instance of matching type, which
+     * then gets configured on the component. This can be used for automatic
+     * configuring JDBC data sources, JMS connection factories, AWS Clients,
+     * etc.
+     */
+    private Boolean autowiredEnabled = true;
+    /**
+     * Used for enabling or disabling all consumer based health checks from 
this
+     * component
+     */
+    private Boolean healthCheckConsumerEnabled = true;
+    /**
+     * Used for enabling or disabling all producer based health checks from 
this
+     * component. Notice: Camel has by default disabled all producer based
+     * health-checks. You can turn on producer checks globally by setting
+     * camel.health.producersEnabled=true.
+     */
+    private Boolean healthCheckProducerEnabled = true;
+
+    public String getAuthToken() {
+        return authToken;
+    }
+
+    public void setAuthToken(String authToken) {
+        this.authToken = authToken;
+    }
+
+    public Boolean getAutoSelect() {
+        return autoSelect;
+    }
+
+    public void setAutoSelect(Boolean autoSelect) {
+        this.autoSelect = autoSelect;
+    }
+
+    public HuggingFaceConfiguration getConfiguration() {
+        return configuration;
+    }
+
+    public void setConfiguration(HuggingFaceConfiguration configuration) {
+        this.configuration = configuration;
+    }
+
+    public String getDevice() {
+        return device;
+    }
+
+    public void setDevice(String device) {
+        this.device = device;
+    }
+
+    public Boolean getLazyStartProducer() {
+        return lazyStartProducer;
+    }
+
+    public void setLazyStartProducer(Boolean lazyStartProducer) {
+        this.lazyStartProducer = lazyStartProducer;
+    }
+
+    public Integer getMaxTokens() {
+        return maxTokens;
+    }
+
+    public void setMaxTokens(Integer maxTokens) {
+        this.maxTokens = maxTokens;
+    }
+
+    public String getMemoryIdHeader() {
+        return memoryIdHeader;
+    }
+
+    public void setMemoryIdHeader(String memoryIdHeader) {
+        this.memoryIdHeader = memoryIdHeader;
+    }
+
+    public Integer getMinLength() {
+        return minLength;
+    }
+
+    public void setMinLength(Integer minLength) {
+        this.minLength = minLength;
+    }
+
+    public String getModelId() {
+        return modelId;
+    }
+
+    public void setModelId(String modelId) {
+        this.modelId = modelId;
+    }
+
+    public Integer getModelLoadingTimeout() {
+        return modelLoadingTimeout;
+    }
+
+    public void setModelLoadingTimeout(Integer modelLoadingTimeout) {
+        this.modelLoadingTimeout = modelLoadingTimeout;
+    }
+
+    public Boolean getMultiLabel() {
+        return multiLabel;
+    }
+
+    public void setMultiLabel(Boolean multiLabel) {
+        this.multiLabel = multiLabel;
+    }
+
+    public String getPredictorBean() {
+        return predictorBean;
+    }
+
+    public void setPredictorBean(String predictorBean) {
+        this.predictorBean = predictorBean;
+    }
+
+    public Integer getPredictTimeout() {
+        return predictTimeout;
+    }
+
+    public void setPredictTimeout(Integer predictTimeout) {
+        this.predictTimeout = predictTimeout;
+    }
+
+    public String getRevision() {
+        return revision;
+    }
+
+    public void setRevision(String revision) {
+        this.revision = revision;
+    }
+
+    public String getSystemPrompt() {
+        return systemPrompt;
+    }
+
+    public void setSystemPrompt(String systemPrompt) {
+        this.systemPrompt = systemPrompt;
+    }
+
+    public Float getTemperature() {
+        return temperature;
+    }
+
+    public void setTemperature(Float temperature) {
+        this.temperature = temperature;
+    }
+
+    public Integer getTopK() {
+        return topK;
+    }
+
+    public void setTopK(Integer topK) {
+        this.topK = topK;
+    }
+
+    public String getUserRole() {
+        return userRole;
+    }
+
+    public void setUserRole(String userRole) {
+        this.userRole = userRole;
+    }
+
+    public Boolean getAutowiredEnabled() {
+        return autowiredEnabled;
+    }
+
+    public void setAutowiredEnabled(Boolean autowiredEnabled) {
+        this.autowiredEnabled = autowiredEnabled;
+    }
+
+    public Boolean getHealthCheckConsumerEnabled() {
+        return healthCheckConsumerEnabled;
+    }
+
+    public void setHealthCheckConsumerEnabled(Boolean 
healthCheckConsumerEnabled) {
+        this.healthCheckConsumerEnabled = healthCheckConsumerEnabled;
+    }
+
+    public Boolean getHealthCheckProducerEnabled() {
+        return healthCheckProducerEnabled;
+    }
+
+    public void setHealthCheckProducerEnabled(Boolean 
healthCheckProducerEnabled) {
+        this.healthCheckProducerEnabled = healthCheckProducerEnabled;
+    }
+}
\ No newline at end of file
diff --git 
a/components-starter/camel-huggingface-starter/src/main/java/org/apache/camel/component/huggingface/springboot/HuggingFaceComponentConverter.java
 
b/components-starter/camel-huggingface-starter/src/main/java/org/apache/camel/component/huggingface/springboot/HuggingFaceComponentConverter.java
new file mode 100644
index 00000000000..22c16667620
--- /dev/null
+++ 
b/components-starter/camel-huggingface-starter/src/main/java/org/apache/camel/component/huggingface/springboot/HuggingFaceComponentConverter.java
@@ -0,0 +1,63 @@
+/*
+ * 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.component.huggingface.springboot;
+
+import java.util.LinkedHashSet;
+import java.util.Set;
+import org.springframework.beans.factory.annotation.Autowired;
+import 
org.springframework.boot.context.properties.ConfigurationPropertiesBinding;
+import org.springframework.context.ApplicationContext;
+import org.springframework.context.annotation.Configuration;
+import org.springframework.core.convert.TypeDescriptor;
+import org.springframework.core.convert.converter.GenericConverter;
+import org.springframework.stereotype.Component;
+
+/**
+ * Generated by camel-package-maven-plugin - do not edit this file!
+ */
+@Configuration(proxyBeanMethods = false)
+@ConfigurationPropertiesBinding
+@Component
+public class HuggingFaceComponentConverter implements GenericConverter {
+
+    @Autowired
+    private ApplicationContext applicationContext;
+
+    public Set<ConvertiblePair> getConvertibleTypes() {
+        Set<ConvertiblePair> answer = new LinkedHashSet<>();
+        answer.add(new ConvertiblePair(String.class, 
org.apache.camel.component.huggingface.HuggingFaceConfiguration.class));
+        return answer;
+    }
+
+    public Object convert(
+            Object source,
+            TypeDescriptor sourceType,
+            TypeDescriptor targetType) {
+        if (source == null) {
+            return null;
+        }
+        String ref = source.toString();
+        if (!ref.startsWith("#")) {
+            return null;
+        }
+        ref = ref.startsWith("#bean:") ? ref.substring(6) : ref.substring(1);
+        switch (targetType.getName()) {
+            case 
"org.apache.camel.component.huggingface.HuggingFaceConfiguration": return 
applicationContext.getBean(ref, 
org.apache.camel.component.huggingface.HuggingFaceConfiguration.class);
+        }
+        return null;
+    }
+}
\ No newline at end of file
diff --git 
a/components-starter/camel-huggingface-starter/src/main/resources/META-INF/LICENSE.txt
 
b/components-starter/camel-huggingface-starter/src/main/resources/META-INF/LICENSE.txt
new file mode 100644
index 00000000000..6b0b1270ff0
--- /dev/null
+++ 
b/components-starter/camel-huggingface-starter/src/main/resources/META-INF/LICENSE.txt
@@ -0,0 +1,203 @@
+
+                                 Apache License
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+
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+      separable from, or merely link (or bind by name) to the interfaces of,
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+      "Contribution" shall mean any work of authorship, including
+      the original version of the Work and any modifications or additions
+      to that Work or Derivative Works thereof, that is intentionally
+      submitted to Licensor for inclusion in the Work by the copyright owner
+      or by an individual or Legal Entity authorized to submit on behalf of
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+      to the Licensor or its representatives, including but not limited to
+      communication on electronic mailing lists, source code control systems,
+      and issue tracking systems that are managed by, or on behalf of, the
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+      designated in writing by the copyright owner as "Not a Contribution."
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+      where such license applies only to those patent claims licensable
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+      Contribution(s) alone or by combination of their Contribution(s)
+      with the Work to which such Contribution(s) was submitted. If You
+      institute patent litigation against any entity (including a
+      cross-claim or counterclaim in a lawsuit) alleging that the Work
+      or a Contribution incorporated within the Work constitutes direct
+      or contributory patent infringement, then any patent licenses
+      granted to You under this License for that Work shall terminate
+      as of the date such litigation is filed.
+
+   4. Redistribution. You may reproduce and distribute copies of the
+      Work or Derivative Works thereof in any medium, with or without
+      modifications, and in Source or Object form, provided that You
+      meet the following conditions:
+
+      (a) You must give any other recipients of the Work or
+          Derivative Works a copy of this License; and
+
+      (b) You must cause any modified files to carry prominent notices
+          stating that You changed the files; and
+
+      (c) You must retain, in the Source form of any Derivative Works
+          that You distribute, all copyright, patent, trademark, and
+          attribution notices from the Source form of the Work,
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+          the Derivative Works; and
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+      (d) If the Work includes a "NOTICE" text file as part of its
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+          documentation, if provided along with the Derivative Works; or,
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+          of the NOTICE file are for informational purposes only and
+          do not modify the License. You may add Your own attribution
+          notices within Derivative Works that You distribute, alongside
+          or as an addendum to the NOTICE text from the Work, provided
+          that such additional attribution notices cannot be construed
+          as modifying the License.
+
+      You may add Your own copyright statement to Your modifications and
+      may provide additional or different license terms and conditions
+      for use, reproduction, or distribution of Your modifications, or
+      for any such Derivative Works as a whole, provided Your use,
+      reproduction, and distribution of the Work otherwise complies with
+      the conditions stated in this License.
+
+   5. Submission of Contributions. Unless You explicitly state otherwise,
+      any Contribution intentionally submitted for inclusion in the Work
+      by You to the Licensor shall be under the terms and conditions of
+      this License, without any additional terms or conditions.
+      Notwithstanding the above, nothing herein shall supersede or modify
+      the terms of any separate license agreement you may have executed
+      with Licensor regarding such Contributions.
+
+   6. Trademarks. This License does not grant permission to use the trade
+      names, trademarks, service marks, or product names of the Licensor,
+      except as required for reasonable and customary use in describing the
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+
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+      risks associated with Your exercise of permissions under this License.
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+      whether in tort (including negligence), contract, or otherwise,
+      unless required by applicable law (such as deliberate and grossly
+      negligent acts) or agreed to in writing, shall any Contributor be
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+      work stoppage, computer failure or malfunction, or any and all
+      other commercial damages or losses), even if such Contributor
+      has been advised of the possibility of such damages.
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+      on Your own behalf and on Your sole responsibility, not on behalf
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diff --git 
a/components-starter/camel-huggingface-starter/src/main/resources/META-INF/NOTICE.txt
 
b/components-starter/camel-huggingface-starter/src/main/resources/META-INF/NOTICE.txt
new file mode 100644
index 00000000000..2e215bf2e6b
--- /dev/null
+++ 
b/components-starter/camel-huggingface-starter/src/main/resources/META-INF/NOTICE.txt
@@ -0,0 +1,11 @@
+   =========================================================================
+   ==  NOTICE file corresponding to the section 4 d of                    ==
+   ==  the Apache License, Version 2.0,                                   ==
+   ==  in this case for the Apache Camel distribution.                    ==
+   =========================================================================
+
+   This product includes software developed by
+   The Apache Software Foundation (http://www.apache.org/).
+
+   Please read the different LICENSE files present in the licenses directory of
+   this distribution.
diff --git 
a/components-starter/camel-huggingface-starter/src/main/resources/META-INF/spring/org.springframework.boot.autoconfigure.AutoConfiguration.imports
 
b/components-starter/camel-huggingface-starter/src/main/resources/META-INF/spring/org.springframework.boot.autoconfigure.AutoConfiguration.imports
new file mode 100644
index 00000000000..0e32b4a463a
--- /dev/null
+++ 
b/components-starter/camel-huggingface-starter/src/main/resources/META-INF/spring/org.springframework.boot.autoconfigure.AutoConfiguration.imports
@@ -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.
+## ---------------------------------------------------------------------------
+org.apache.camel.component.huggingface.springboot.HuggingFaceComponentAutoConfiguration
+org.apache.camel.component.huggingface.springboot.HuggingFaceComponentConverter
diff --git a/components-starter/pom.xml b/components-starter/pom.xml
index bb4a240ada2..40da8e79319 100644
--- a/components-starter/pom.xml
+++ b/components-starter/pom.xml
@@ -269,6 +269,7 @@
     <module>camel-huaweicloud-imagerecognition-starter</module>
     <module>camel-huaweicloud-obs-starter</module>
     <module>camel-huaweicloud-smn-starter</module>
+    <module>camel-huggingface-starter</module>
     <module>camel-ibm-cos-starter</module>
     <module>camel-ibm-secrets-manager-starter</module>
     <module>camel-ibm-watson-discovery-starter</module>
diff --git a/tooling/camel-spring-boot-bom/pom.xml 
b/tooling/camel-spring-boot-bom/pom.xml
index cc8e8061ad4..63ee07b819d 100644
--- a/tooling/camel-spring-boot-bom/pom.xml
+++ b/tooling/camel-spring-boot-bom/pom.xml
@@ -883,6 +883,11 @@
         <artifactId>camel-huaweicloud-smn-starter</artifactId>
         <version>4.19.0-SNAPSHOT</version>
       </dependency>
+      <dependency>
+        <groupId>org.apache.camel.springboot</groupId>
+        <artifactId>camel-huggingface-starter</artifactId>
+        <version>4.19.0-SNAPSHOT</version>
+      </dependency>
       <dependency>
         <groupId>org.apache.camel.springboot</groupId>
         <artifactId>camel-ibm-cos-starter</artifactId>
diff --git a/tooling/camel-spring-boot-dependencies/pom.xml 
b/tooling/camel-spring-boot-dependencies/pom.xml
index 9ab3160baf0..a5193f46873 100644
--- a/tooling/camel-spring-boot-dependencies/pom.xml
+++ b/tooling/camel-spring-boot-dependencies/pom.xml
@@ -1152,6 +1152,11 @@
         <artifactId>camel-huaweicloud-smn-starter</artifactId>
         <version>${project.version}</version>
       </dependency>
+      <dependency>
+        <groupId>org.apache.camel.springboot</groupId>
+        <artifactId>camel-huggingface-starter</artifactId>
+        <version>${project.version}</version>
+      </dependency>
       <dependency>
         <groupId>org.apache.camel.springboot</groupId>
         <artifactId>camel-ibm-cos-starter</artifactId>

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