feat(ollama): add retry template integration to OllamaChatModel

models/spring-ai-ollama/src/main/java/org/springframework/ai/ollama/OllamaChatModel.java

@@ -62,6 +62,8 @@
 import org.springframework.ai.ollama.management.OllamaModelManager;
 import org.springframework.ai.ollama.management.PullModelStrategy;
 import org.springframework.ai.ollama.metadata.OllamaChatUsage;
+import org.springframework.ai.retry.RetryUtils;
+import org.springframework.retry.support.RetryTemplate;
 import org.springframework.util.Assert;
 import org.springframework.util.CollectionUtils;
 import org.springframework.util.StringUtils;
@@ -77,6 +79,7 @@
  * @author luocongqiu
  * @author Thomas Vitale
  * @author Jihoon Kim
+ * @author Alexandros Pappas
  * @since 1.0.0
  */
 public class OllamaChatModel extends AbstractToolCallSupport implements ChatModel {
@@ -107,20 +110,32 @@ public class OllamaChatModel extends AbstractToolCallSupport implements ChatMode
 
 	private final OllamaModelManager modelManager;
 
+	private final RetryTemplate retryTemplate;
+
 	private ChatModelObservationConvention observationConvention = DEFAULT_OBSERVATION_CONVENTION;
 
 	public OllamaChatModel(OllamaApi ollamaApi, OllamaOptions defaultOptions,
 			FunctionCallbackResolver functionCallbackResolver, List<FunctionCallback> toolFunctionCallbacks,
 			ObservationRegistry observationRegistry, ModelManagementOptions modelManagementOptions) {
+		this(ollamaApi, defaultOptions, functionCallbackResolver, toolFunctionCallbacks, observationRegistry,
+				modelManagementOptions, RetryUtils.DEFAULT_RETRY_TEMPLATE);
+	}
+
+	public OllamaChatModel(OllamaApi ollamaApi, OllamaOptions defaultOptions,
+			FunctionCallbackResolver functionCallbackResolver, List<FunctionCallback> toolFunctionCallbacks,
+			ObservationRegistry observationRegistry, ModelManagementOptions modelManagementOptions,
+			RetryTemplate retryTemplate) {
 		super(functionCallbackResolver, defaultOptions, toolFunctionCallbacks);
 		Assert.notNull(ollamaApi, "ollamaApi must not be null");
 		Assert.notNull(defaultOptions, "defaultOptions must not be null");
 		Assert.notNull(observationRegistry, "observationRegistry must not be null");
 		Assert.notNull(modelManagementOptions, "modelManagementOptions must not be null");
+		Assert.notNull(retryTemplate, "retryTemplate must not be null");
 		this.chatApi = ollamaApi;
 		this.defaultOptions = defaultOptions;
 		this.observationRegistry = observationRegistry;
 		this.modelManager = new OllamaModelManager(this.chatApi, modelManagementOptions);
+		this.retryTemplate = retryTemplate;
 		initializeModel(defaultOptions.getModel(), modelManagementOptions.pullModelStrategy());
 	}
 
@@ -198,7 +213,7 @@ private ChatResponse internalCall(Prompt prompt, ChatResponse previousChatRespon
 					this.observationRegistry)
 			.observe(() -> {
 
-				OllamaApi.ChatResponse ollamaResponse = this.chatApi.chat(request);
+				OllamaApi.ChatResponse ollamaResponse = this.retryTemplate.execute(ctx -> this.chatApi.chat(request));
 
 				List<AssistantMessage.ToolCall> toolCalls = ollamaResponse.message().toolCalls() == null ? List.of()
 						: ollamaResponse.message()
@@ -470,6 +485,8 @@ public static final class Builder {
 
 		private ModelManagementOptions modelManagementOptions = ModelManagementOptions.defaults();
 
+		private RetryTemplate retryTemplate;
+
 		private Builder() {
 		}
 
@@ -513,9 +530,15 @@ public Builder withModelManagementOptions(ModelManagementOptions modelManagement
 			return this;
 		}
 
+		public Builder withRetryTemplate(RetryTemplate retryTemplate) {
+			this.retryTemplate = retryTemplate;
+			return this;
+		}
+
 		public OllamaChatModel build() {
 			return new OllamaChatModel(this.ollamaApi, this.defaultOptions, this.functionCallbackResolver,
-					this.toolFunctionCallbacks, this.observationRegistry, this.modelManagementOptions);
+					this.toolFunctionCallbacks, this.observationRegistry, this.modelManagementOptions,
+					this.retryTemplate);
 		}
 
 	}

models/spring-ai-ollama/src/main/java/org/springframework/ai/ollama/api/OllamaApi.java

@@ -53,6 +53,7 @@
  *
  * @author Christian Tzolov
  * @author Thomas Vitale
+ * @author Alexandros Pappas
  * @since 0.8.0
  */
 // @formatter:off
@@ -66,8 +67,6 @@ public class OllamaApi {
 
 	private static final String DEFAULT_BASE_URL = "http://localhost:11434";
 
-	private final ResponseErrorHandler responseErrorHandler;
-
 	private final RestClient restClient;
 
 	private final WebClient webClient;
@@ -95,14 +94,16 @@ public OllamaApi(String baseUrl) {
 	 */
 	public OllamaApi(String baseUrl, RestClient.Builder restClientBuilder, WebClient.Builder webClientBuilder) {
 
-		this.responseErrorHandler = new OllamaResponseErrorHandler();
+		ResponseErrorHandler responseErrorHandler = new OllamaResponseErrorHandler();
 
 		Consumer<HttpHeaders> defaultHeaders = headers -> {
 			headers.setContentType(MediaType.APPLICATION_JSON);
 			headers.setAccept(List.of(MediaType.APPLICATION_JSON));
 		};
 
-		this.restClient = restClientBuilder.baseUrl(baseUrl).defaultHeaders(defaultHeaders).build();
+		this.restClient = restClientBuilder.baseUrl(baseUrl)
+				.defaultStatusHandler(responseErrorHandler)
+				.defaultHeaders(defaultHeaders).build();
 
 		this.webClient = webClientBuilder.baseUrl(baseUrl).defaultHeaders(defaultHeaders).build();
 	}
@@ -123,7 +124,6 @@ public ChatResponse chat(ChatRequest chatRequest) {
 			.uri("/api/chat")
 			.body(chatRequest)
 			.retrieve()
-			.onStatus(this.responseErrorHandler)
 			.body(ChatResponse.class);
 	}
 
@@ -190,7 +190,6 @@ public EmbeddingsResponse embed(EmbeddingsRequest embeddingsRequest) {
 			.uri("/api/embed")
 			.body(embeddingsRequest)
 			.retrieve()
-			.onStatus(this.responseErrorHandler)
 			.body(EmbeddingsResponse.class);
 	}
 
@@ -201,7 +200,6 @@ public ListModelResponse listModels() {
 		return this.restClient.get()
 				.uri("/api/tags")
 				.retrieve()
-				.onStatus(this.responseErrorHandler)
 				.body(ListModelResponse.class);
 	}
 
@@ -214,7 +212,6 @@ public ShowModelResponse showModel(ShowModelRequest showModelRequest) {
 				.uri("/api/show")
 				.body(showModelRequest)
 				.retrieve()
-				.onStatus(this.responseErrorHandler)
 				.body(ShowModelResponse.class);
 	}
 
@@ -227,7 +224,6 @@ public ResponseEntity<Void> copyModel(CopyModelRequest copyModelRequest) {
 				.uri("/api/copy")
 				.body(copyModelRequest)
 				.retrieve()
-				.onStatus(this.responseErrorHandler)
 				.toBodilessEntity();
 	}
 
@@ -240,7 +236,6 @@ public ResponseEntity<Void> deleteModel(DeleteModelRequest deleteModelRequest) {
 				.uri("/api/delete")
 				.body(deleteModelRequest)
 				.retrieve()
-				.onStatus(this.responseErrorHandler)
 				.toBodilessEntity();
 	}
 

models/spring-ai-ollama/src/test/java/org/springframework/ai/ollama/OllamaChatModelFunctionCallingIT.java

@@ -37,6 +37,7 @@
 import org.springframework.ai.ollama.api.OllamaApi;
 import org.springframework.ai.ollama.api.OllamaOptions;
 import org.springframework.ai.ollama.api.tool.MockWeatherService;
+import org.springframework.ai.retry.RetryUtils;
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.boot.SpringBootConfiguration;
 import org.springframework.boot.test.context.SpringBootTest;
@@ -123,6 +124,7 @@ public OllamaChatModel ollamaChat(OllamaApi ollamaApi) {
 			return OllamaChatModel.builder()
 				.withOllamaApi(ollamaApi)
 				.withDefaultOptions(OllamaOptions.create().withModel(MODEL).withTemperature(0.9))
+				.withRetryTemplate(RetryUtils.DEFAULT_RETRY_TEMPLATE)
 				.build();
 		}
 

models/spring-ai-ollama/src/test/java/org/springframework/ai/ollama/OllamaChatModelIT.java

@@ -42,6 +42,7 @@
 import org.springframework.ai.ollama.management.ModelManagementOptions;
 import org.springframework.ai.ollama.management.OllamaModelManager;
 import org.springframework.ai.ollama.management.PullModelStrategy;
+import org.springframework.ai.retry.RetryUtils;
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.boot.SpringBootConfiguration;
 import org.springframework.boot.test.context.SpringBootTest;
@@ -249,6 +250,7 @@ public OllamaChatModel ollamaChat(OllamaApi ollamaApi) {
 					.withPullModelStrategy(PullModelStrategy.WHEN_MISSING)
 					.withAdditionalModels(List.of(ADDITIONAL_MODEL))
 					.build())
+				.withRetryTemplate(RetryUtils.DEFAULT_RETRY_TEMPLATE)
 				.build();
 		}
 

models/spring-ai-ollama/src/test/java/org/springframework/ai/ollama/OllamaChatModelMultimodalIT.java

@@ -27,6 +27,7 @@
 import org.springframework.ai.model.Media;
 import org.springframework.ai.ollama.api.OllamaApi;
 import org.springframework.ai.ollama.api.OllamaOptions;
+import org.springframework.ai.retry.RetryUtils;
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.boot.SpringBootConfiguration;
 import org.springframework.boot.test.context.SpringBootTest;
@@ -84,6 +85,7 @@ public OllamaChatModel ollamaChat(OllamaApi ollamaApi) {
 			return OllamaChatModel.builder()
 				.withOllamaApi(ollamaApi)
 				.withDefaultOptions(OllamaOptions.create().withModel(MODEL).withTemperature(0.9))
+				.withRetryTemplate(RetryUtils.DEFAULT_RETRY_TEMPLATE)
 				.build();
 		}
 

models/spring-ai-ollama/src/test/java/org/springframework/ai/ollama/OllamaChatModelObservationIT.java

@@ -34,6 +34,7 @@
 import org.springframework.ai.ollama.api.OllamaApi;
 import org.springframework.ai.ollama.api.OllamaModel;
 import org.springframework.ai.ollama.api.OllamaOptions;
+import org.springframework.ai.retry.RetryUtils;
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.boot.SpringBootConfiguration;
 import org.springframework.boot.test.context.SpringBootTest;
@@ -47,6 +48,7 @@
  * Integration tests for observation instrumentation in {@link OllamaChatModel}.
  *
  * @author Thomas Vitale
+ * @author Alexandros Pappas
  */
 @SpringBootTest(classes = OllamaChatModelObservationIT.Config.class)
 public class OllamaChatModelObservationIT extends BaseOllamaIT {
@@ -172,6 +174,7 @@ public OllamaChatModel openAiChatModel(OllamaApi ollamaApi, TestObservationRegis
 			return OllamaChatModel.builder()
 				.withOllamaApi(ollamaApi)
 				.withObservationRegistry(observationRegistry)
+				.withRetryTemplate(RetryUtils.DEFAULT_RETRY_TEMPLATE)
 				.build();
 		}
 

models/spring-ai-ollama/src/test/java/org/springframework/ai/ollama/OllamaChatModelTests.java

@@ -31,6 +31,7 @@
 import org.springframework.ai.ollama.api.OllamaApi;
 import org.springframework.ai.ollama.api.OllamaModel;
 import org.springframework.ai.ollama.api.OllamaOptions;
+import org.springframework.ai.retry.RetryUtils;
 
 import static org.assertj.core.api.Assertions.assertThat;
 import static org.junit.jupiter.api.Assertions.assertEquals;
@@ -39,6 +40,7 @@
 /**
  * @author Jihoon Kim
  * @author Christian Tzolov
+ * @author Alexandros Pappas
  * @since 1.0.0
  */
 @ExtendWith(MockitoExtension.class)
@@ -53,6 +55,7 @@ public void buildOllamaChatModel() {
 				() -> OllamaChatModel.builder()
 					.withOllamaApi(this.ollamaApi)
 					.withDefaultOptions(OllamaOptions.create().withModel(OllamaModel.LLAMA2))
+					.withRetryTemplate(RetryUtils.DEFAULT_RETRY_TEMPLATE)
 					.withModelManagementOptions(null)
 					.build());
 		assertEquals("modelManagementOptions must not be null", exception.getMessage());

models/spring-ai-ollama/src/test/java/org/springframework/ai/ollama/OllamaChatRequestTests.java

@@ -23,19 +23,22 @@
 import org.springframework.ai.chat.prompt.Prompt;
 import org.springframework.ai.ollama.api.OllamaApi;
 import org.springframework.ai.ollama.api.OllamaOptions;
+import org.springframework.ai.retry.RetryUtils;
 
 import static org.assertj.core.api.Assertions.assertThat;
 
 /**
  * @author Christian Tzolov
  * @author Thomas Vitale
+ * @author Alexandros Pappas
  */
 public class OllamaChatRequestTests {
 
 	OllamaChatModel chatModel = OllamaChatModel.builder()
 		.withOllamaApi(new OllamaApi())
 		.withDefaultOptions(
 				OllamaOptions.create().withModel("MODEL_NAME").withTopK(99).withTemperature(66.6).withNumGPU(1))
+		.withRetryTemplate(RetryUtils.DEFAULT_RETRY_TEMPLATE)
 		.build();
 
 	@Test
@@ -113,6 +116,7 @@ public void createRequestWithDefaultOptionsModelOverride() {
 		OllamaChatModel chatModel = OllamaChatModel.builder()
 			.withOllamaApi(new OllamaApi())
 			.withDefaultOptions(OllamaOptions.create().withModel("DEFAULT_OPTIONS_MODEL"))
+			.withRetryTemplate(RetryUtils.DEFAULT_RETRY_TEMPLATE)
 			.build();
 
 		var request = chatModel.ollamaChatRequest(new Prompt("Test message content"), true);

spring-ai-spring-boot-autoconfigure/src/main/java/org/springframework/ai/autoconfigure/ollama/OllamaAutoConfiguration.java

@@ -41,6 +41,7 @@
 import org.springframework.boot.context.properties.EnableConfigurationProperties;
 import org.springframework.context.ApplicationContext;
 import org.springframework.context.annotation.Bean;
+import org.springframework.retry.support.RetryTemplate;
 import org.springframework.web.client.RestClient;
 import org.springframework.web.reactive.function.client.WebClient;
 
@@ -82,7 +83,7 @@ public OllamaApi ollamaApi(OllamaConnectionDetails connectionDetails,
 	public OllamaChatModel ollamaChatModel(OllamaApi ollamaApi, OllamaChatProperties properties,
 			OllamaInitializationProperties initProperties, List<FunctionCallback> toolFunctionCallbacks,
 			FunctionCallbackResolver functionCallbackResolver, ObjectProvider<ObservationRegistry> observationRegistry,
-			ObjectProvider<ChatModelObservationConvention> observationConvention) {
+			ObjectProvider<ChatModelObservationConvention> observationConvention, RetryTemplate retryTemplate) {
 		var chatModelPullStrategy = initProperties.getChat().isInclude() ? initProperties.getPullModelStrategy()
 				: PullModelStrategy.NEVER;
 
@@ -95,6 +96,7 @@ public OllamaChatModel ollamaChatModel(OllamaApi ollamaApi, OllamaChatProperties
 			.withModelManagementOptions(
 					new ModelManagementOptions(chatModelPullStrategy, initProperties.getChat().getAdditionalModels(),
 							initProperties.getTimeout(), initProperties.getMaxRetries()))
+			.withRetryTemplate(retryTemplate)
 			.build();
 
 		observationConvention.ifAvailable(chatModel::setObservationConvention);

spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/ollama/OllamaChatAutoConfigurationTests.java

@@ -18,6 +18,7 @@
 
 import org.junit.jupiter.api.Test;
 
+import org.springframework.ai.autoconfigure.retry.SpringAiRetryAutoConfiguration;
 import org.springframework.boot.autoconfigure.AutoConfigurations;
 import org.springframework.boot.autoconfigure.web.client.RestClientAutoConfiguration;
 import org.springframework.boot.test.context.runner.ApplicationContextRunner;
@@ -41,7 +42,8 @@ public void propertiesTest() {
 				"spring.ai.ollama.chat.options.topP=0.56",
 				"spring.ai.ollama.chat.options.topK=123")
 			// @formatter:on
-			.withConfiguration(AutoConfigurations.of(RestClientAutoConfiguration.class, OllamaAutoConfiguration.class))
+			.withConfiguration(AutoConfigurations.of(SpringAiRetryAutoConfiguration.class,
+					RestClientAutoConfiguration.class, OllamaAutoConfiguration.class))
 			.run(context -> {
 				var chatProperties = context.getBean(OllamaChatProperties.class);
 				var connectionProperties = context.getBean(OllamaConnectionProperties.class);

spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/ollama/OllamaEmbeddingAutoConfigurationTests.java

@@ -18,6 +18,7 @@
 
 import org.junit.jupiter.api.Test;
 
+import org.springframework.ai.autoconfigure.retry.SpringAiRetryAutoConfiguration;
 import org.springframework.boot.autoconfigure.AutoConfigurations;
 import org.springframework.boot.autoconfigure.web.client.RestClientAutoConfiguration;
 import org.springframework.boot.test.context.runner.ApplicationContextRunner;
@@ -26,6 +27,7 @@
 
 /**
  * @author Christian Tzolov
+ * @author Alexandros Pappas
  * @since 0.8.0
  */
 public class OllamaEmbeddingAutoConfigurationTests {
@@ -41,7 +43,8 @@ public void propertiesTest() {
 				"spring.ai.ollama.embedding.options.topK=13"
 				// @formatter:on
 		)
-			.withConfiguration(AutoConfigurations.of(RestClientAutoConfiguration.class, OllamaAutoConfiguration.class))
+			.withConfiguration(AutoConfigurations.of(SpringAiRetryAutoConfiguration.class,
+					RestClientAutoConfiguration.class, OllamaAutoConfiguration.class))
 			.run(context -> {
 				var embeddingProperties = context.getBean(OllamaEmbeddingProperties.class);
 				var connectionProperties = context.getBean(OllamaConnectionProperties.class);