diff --git a/models/spring-ai-ollama/src/test/java/org/springframework/ai/ollama/OllamaChatModelObservationIT.java b/models/spring-ai-ollama/src/test/java/org/springframework/ai/ollama/OllamaChatModelObservationIT.java
index 75da0658d..81fdbb365 100644
--- a/models/spring-ai-ollama/src/test/java/org/springframework/ai/ollama/OllamaChatModelObservationIT.java
+++ b/models/spring-ai-ollama/src/test/java/org/springframework/ai/ollama/OllamaChatModelObservationIT.java
@@ -141,7 +141,8 @@ public class OllamaChatModelObservationIT extends BaseOllamaIT {
 			.hasHighCardinalityKeyValue(HighCardinalityKeyNames.REQUEST_TEMPERATURE.asString(), "0.7")
 			.hasHighCardinalityKeyValue(HighCardinalityKeyNames.REQUEST_TOP_K.asString(), "1")
 			.hasHighCardinalityKeyValue(HighCardinalityKeyNames.REQUEST_TOP_P.asString(), "1.0")
-			.hasHighCardinalityKeyValue(HighCardinalityKeyNames.RESPONSE_ID.asString(), responseMetadata.getId())
+			// .hasHighCardinalityKeyValue(HighCardinalityKeyNames.RESPONSE_ID.asString(),
+			// responseMetadata.getId())
 			.hasHighCardinalityKeyValue(HighCardinalityKeyNames.RESPONSE_FINISH_REASONS.asString(), "[\"stop\"]")
 			.hasHighCardinalityKeyValue(HighCardinalityKeyNames.USAGE_INPUT_TOKENS.asString(),
 					String.valueOf(responseMetadata.getUsage().getPromptTokens()))
diff --git a/models/spring-ai-ollama/src/test/java/org/springframework/ai/ollama/OllamaEmbeddingModelObservationIT.java b/models/spring-ai-ollama/src/test/java/org/springframework/ai/ollama/OllamaEmbeddingModelObservationIT.java
index 330a0a7df..90e52030e 100644
--- a/models/spring-ai-ollama/src/test/java/org/springframework/ai/ollama/OllamaEmbeddingModelObservationIT.java
+++ b/models/spring-ai-ollama/src/test/java/org/springframework/ai/ollama/OllamaEmbeddingModelObservationIT.java
@@ -18,15 +18,22 @@ package org.springframework.ai.ollama;
 import io.micrometer.common.KeyValue;
 import io.micrometer.observation.tck.TestObservationRegistry;
 import io.micrometer.observation.tck.TestObservationRegistryAssert;
+
+import org.apache.commons.logging.Log;
+import org.apache.commons.logging.LogFactory;
+import org.junit.jupiter.api.BeforeAll;
 import org.junit.jupiter.api.Test;
 import org.junit.jupiter.api.condition.DisabledIf;
 import org.springframework.ai.embedding.EmbeddingRequest;
 import org.springframework.ai.embedding.EmbeddingResponse;
 import org.springframework.ai.embedding.EmbeddingResponseMetadata;
 import org.springframework.ai.embedding.observation.DefaultEmbeddingModelObservationConvention;
+import org.springframework.ai.embedding.observation.EmbeddingModelObservationDocumentation.HighCardinalityKeyNames;
+import org.springframework.ai.embedding.observation.EmbeddingModelObservationDocumentation.LowCardinalityKeyNames;
 import org.springframework.ai.observation.conventions.AiOperationType;
 import org.springframework.ai.observation.conventions.AiProvider;
 import org.springframework.ai.ollama.api.OllamaApi;
+import org.springframework.ai.ollama.api.OllamaApiIT;
 import org.springframework.ai.ollama.api.OllamaModel;
 import org.springframework.ai.ollama.api.OllamaOptions;
 import org.springframework.beans.factory.annotation.Autowired;
@@ -34,6 +41,7 @@ import org.springframework.boot.SpringBootConfiguration;
 import org.springframework.boot.test.context.SpringBootTest;
 import org.springframework.context.annotation.Bean;
 
+import java.io.IOException;
 import java.util.List;
 
 import static org.assertj.core.api.Assertions.assertThat;
@@ -49,12 +57,27 @@ import static org.springframework.ai.embedding.observation.EmbeddingModelObserva
 @DisabledIf("isDisabled")
 public class OllamaEmbeddingModelObservationIT extends BaseOllamaIT {
 
+	private static final Log logger = LogFactory.getLog(OllamaApiIT.class);
+
+	private static final String MODEL = OllamaModel.NOMIC_EMBED_TEXT.getName();
+
 	@Autowired
 	TestObservationRegistry observationRegistry;
 
 	@Autowired
 	OllamaEmbeddingModel embeddingModel;
 
+	static String baseUrl = "http://localhost:11434";
+
+	@BeforeAll
+	public static void beforeAll() throws IOException, InterruptedException {
+		logger.info("Start pulling the '" + MODEL + " ' generative ... would take several minutes ...");
+		ollamaContainer.execInContainer("ollama", "pull", MODEL);
+		logger.info(MODEL + " pulling competed!");
+
+		baseUrl = "http://" + ollamaContainer.getHost() + ":" + ollamaContainer.getMappedPort(11434);
+	}
+
 	@Test
 	void observationForEmbeddingOperation() {
 		var options = OllamaOptions.builder().withModel(OllamaModel.NOMIC_EMBED_TEXT.getName()).build();
@@ -98,7 +121,7 @@ public class OllamaEmbeddingModelObservationIT extends BaseOllamaIT {
 
 		@Bean
 		public OllamaApi openAiApi() {
-			return new OllamaApi();
+			return new OllamaApi(baseUrl);
 		}
 
 		@Bean