diff --git a/models/spring-ai-huggingface/src/test/java/org/springframework/ai/huggingface/HuggingfaceTestConfiguration.java b/models/spring-ai-huggingface/src/test/java/org/springframework/ai/huggingface/HuggingfaceTestConfiguration.java
index 011650141..8e2a90d9d 100644
--- a/models/spring-ai-huggingface/src/test/java/org/springframework/ai/huggingface/HuggingfaceTestConfiguration.java
+++ b/models/spring-ai-huggingface/src/test/java/org/springframework/ai/huggingface/HuggingfaceTestConfiguration.java
@@ -29,10 +29,9 @@ public class HuggingfaceTestConfiguration {
 			throw new IllegalArgumentException(
 					"You must provide an API key.  Put it in an environment variable under the name HUGGINGFACE_API_KEY");
 		}
-		// Created aws-mistral-7b-instruct-v0-1-805 via
-		// https://ui.endpoints.huggingface.co/
+		// Created aws-mistral-7b-instruct and update the HUGGINGFACE_CHAT_URL
 		HuggingfaceChatModel huggingfaceChatModel = new HuggingfaceChatModel(apiKey,
-				"https://f6hg7b3cvlmntp5i.us-east-1.aws.endpoints.huggingface.cloud");
+				System.getenv("HUGGINGFACE_CHAT_URL"));
 		return huggingfaceChatModel;
 	}
 
diff --git a/models/spring-ai-huggingface/src/test/java/org/springframework/ai/huggingface/client/ClientIT.java b/models/spring-ai-huggingface/src/test/java/org/springframework/ai/huggingface/client/ClientIT.java
index dfb46b4a0..48f32b6ba 100644
--- a/models/spring-ai-huggingface/src/test/java/org/springframework/ai/huggingface/client/ClientIT.java
+++ b/models/spring-ai-huggingface/src/test/java/org/springframework/ai/huggingface/client/ClientIT.java
@@ -15,21 +15,19 @@
  */
 package org.springframework.ai.huggingface.client;
 
-import org.junit.jupiter.api.Disabled;
+import static org.assertj.core.api.Assertions.assertThat;
+
 import org.junit.jupiter.api.Test;
 import org.junit.jupiter.api.condition.EnabledIfEnvironmentVariable;
-
 import org.springframework.ai.chat.model.ChatResponse;
-import org.springframework.ai.huggingface.HuggingfaceChatModel;
 import org.springframework.ai.chat.prompt.Prompt;
+import org.springframework.ai.huggingface.HuggingfaceChatModel;
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.boot.test.context.SpringBootTest;
 
-import static org.assertj.core.api.Assertions.assertThat;
-
-@Disabled("Until a valid inference endpoint is available for the provided HUGGINGFACE_API_KEY ")
 @SpringBootTest
 @EnabledIfEnvironmentVariable(named = "HUGGINGFACE_API_KEY", matches = ".+")
+@EnabledIfEnvironmentVariable(named = "HUGGINGFACE_CHAT_URL", matches = ".+")
 public class ClientIT {
 
 	@Autowired
@@ -49,16 +47,14 @@ public class ClientIT {
 		ChatResponse chatResponse = huggingfaceChatModel.call(prompt);
 		assertThat(chatResponse.getResult().getOutput().getContent()).isNotEmpty();
 		String expectedResponse = """
-				```json
 				{
-				    "name": "John",
-				    "lastname": "Smith",
-				    "address": "#1 Samuel St."
-				}
-				```""";
+				  "name": "John",
+				  "lastname": "Smith",
+				  "address": "#1 Samuel St."
+				}""";
 		assertThat(chatResponse.getResult().getOutput().getContent()).isEqualTo(expectedResponse);
 		assertThat(chatResponse.getResult().getOutput().getMetadata()).containsKey("generated_tokens");
-		assertThat(chatResponse.getResult().getOutput().getMetadata()).containsEntry("generated_tokens", 39);
+		assertThat(chatResponse.getResult().getOutput().getMetadata()).containsEntry("generated_tokens", 32);
 
 	}
 
diff --git a/spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/huggingface/HuggingfaceChatAutoConfigurationIT.java b/spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/huggingface/HuggingfaceChatAutoConfigurationIT.java
new file mode 100644
index 000000000..300962345
--- /dev/null
+++ b/spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/huggingface/HuggingfaceChatAutoConfigurationIT.java
@@ -0,0 +1,83 @@
+/*
+ * Copyright 2024 - 2024 the original author or authors.
+ *
+ * Licensed 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
+ *
+ * https://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.springframework.ai.autoconfigure.huggingface;
+
+import static org.assertj.core.api.Assertions.assertThat;
+
+import java.util.List;
+import java.util.stream.Collectors;
+
+import org.apache.commons.logging.Log;
+import org.apache.commons.logging.LogFactory;
+import org.junit.jupiter.api.Disabled;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.condition.EnabledIfEnvironmentVariable;
+import org.springframework.ai.chat.messages.AssistantMessage;
+import org.springframework.ai.chat.messages.UserMessage;
+import org.springframework.ai.chat.model.ChatResponse;
+import org.springframework.ai.chat.model.Generation;
+import org.springframework.ai.chat.prompt.Prompt;
+import org.springframework.ai.huggingface.HuggingfaceChatModel;
+import org.springframework.boot.autoconfigure.AutoConfigurations;
+import org.springframework.boot.test.context.runner.ApplicationContextRunner;
+
+import reactor.core.publisher.Flux;
+
+@EnabledIfEnvironmentVariable(named = "HUGGINGFACE_API_KEY", matches = ".+")
+@EnabledIfEnvironmentVariable(named = "HUGGINGFACE_CHAT_URL", matches = ".+")
+public class HuggingfaceChatAutoConfigurationIT {
+
+	private static final Log logger = LogFactory.getLog(HuggingfaceChatAutoConfigurationIT.class);
+
+	private final ApplicationContextRunner contextRunner = new ApplicationContextRunner().withPropertyValues(
+	// @formatter:off		
+			"spring.ai.huggingface.chat.api-key=" + System.getenv("HUGGINGFACE_API_KEY"),
+			"spring.ai.huggingface.chat.url=" + System.getenv("HUGGINGFACE_CHAT_URL"))
+			// @formatter:on
+		.withConfiguration(AutoConfigurations.of(HuggingfaceChatAutoConfiguration.class));
+
+	@Test
+	void generate() {
+		contextRunner.run(context -> {
+			HuggingfaceChatModel chatModel = context.getBean(HuggingfaceChatModel.class);
+			String response = chatModel.call("Hello");
+			assertThat(response).isNotEmpty();
+			logger.info("Response: " + response);
+		});
+	}
+
+	@Disabled("Until streaming support is added")
+	@Test
+	void generateStreaming() {
+		contextRunner.run(context -> {
+			HuggingfaceChatModel chatModel = context.getBean(HuggingfaceChatModel.class);
+			Flux<ChatResponse> responseFlux = chatModel.stream(new Prompt(new UserMessage("Hello")));
+
+			String response = responseFlux.collectList()
+				.block()
+				.stream()
+				.map(ChatResponse::getResults)
+				.flatMap(List::stream)
+				.map(Generation::getOutput)
+				.map(AssistantMessage::getContent)
+				.collect(Collectors.joining());
+
+			assertThat(response).isNotEmpty();
+			logger.info("Response: " + response);
+		});
+	}
+
+}