Fix support for FunctionCallingOptions across AI models

tzolov · tzolov · commit c414134a8d6d · 2024-10-02T13:22:41.000+02:00
Add support for PortableFunctionCallingOptions across AI models - Modify FunctionCallingOptions interface to extend ChatOptions for better integration - Refactor option handling in chat models to accommodate both ChatOptions and FunctionCallingOptions - Implement handling of FunctionCallingOptions in Anthropic, Azure OpenAI, MistralAI, Ollama, OpenAI, VertexAI Gemini, and other models - Update existing function calling tests to use new FunctionCallingOptions. Resolves #624
diff --git a/models/spring-ai-anthropic/src/main/java/org/springframework/ai/anthropic/AnthropicChatModel.java b/models/spring-ai-anthropic/src/main/java/org/springframework/ai/anthropic/AnthropicChatModel.java
@@ -53,6 +53,7 @@
 import org.springframework.ai.model.ModelOptionsUtils;
 import org.springframework.ai.model.function.FunctionCallback;
 import org.springframework.ai.model.function.FunctionCallbackContext;
+import org.springframework.ai.model.function.FunctionCallingOptions;
 import org.springframework.ai.retry.RetryUtils;
 import org.springframework.http.ResponseEntity;
 import org.springframework.retry.support.RetryTemplate;
@@ -413,8 +414,15 @@ else if (message.getMessageType() == MessageType.TOOL) {
 				systemPrompt, this.defaultOptions.getMaxTokens(), this.defaultOptions.getTemperature(), stream);
 
 		if (prompt.getOptions() != null) {
-			AnthropicChatOptions updatedRuntimeOptions = ModelOptionsUtils.copyToTarget(prompt.getOptions(),
-					ChatOptions.class, AnthropicChatOptions.class);
+			AnthropicChatOptions updatedRuntimeOptions;
+			if (prompt.getOptions() instanceof FunctionCallingOptions functionCallingOptions) {
+				updatedRuntimeOptions = ModelOptionsUtils.copyToTarget(functionCallingOptions,
+						FunctionCallingOptions.class, AnthropicChatOptions.class);
+			}
+			else {
+				updatedRuntimeOptions = ModelOptionsUtils.copyToTarget(prompt.getOptions(), ChatOptions.class,
+						AnthropicChatOptions.class);
+			}
 
 			functionsForThisRequest.addAll(this.runtimeFunctionCallbackConfigurations(updatedRuntimeOptions));
 
diff --git a/models/spring-ai-azure-openai/src/main/java/org/springframework/ai/azure/openai/AzureOpenAiChatModel.java b/models/spring-ai-azure-openai/src/main/java/org/springframework/ai/azure/openai/AzureOpenAiChatModel.java
@@ -25,6 +25,7 @@
 import java.util.Optional;
 import java.util.Set;
 import java.util.concurrent.atomic.AtomicBoolean;
+import java.util.function.Function;
 
 import org.springframework.ai.azure.openai.metadata.AzureOpenAiUsage;
 import org.springframework.ai.chat.messages.AssistantMessage;
@@ -47,6 +48,7 @@
 import org.springframework.ai.model.ModelOptionsUtils;
 import org.springframework.ai.model.function.FunctionCallback;
 import org.springframework.ai.model.function.FunctionCallbackContext;
+import org.springframework.ai.model.function.FunctionCallingOptions;
 import org.springframework.util.Assert;
 import org.springframework.util.CollectionUtils;
 
@@ -286,8 +288,15 @@ ChatCompletionsOptions toAzureChatCompletionsOptions(Prompt prompt) {
 			functionsForThisRequest.addAll(this.defaultOptions.getFunctions());
 
 		if (prompt.getOptions() != null) {
-			AzureOpenAiChatOptions updatedRuntimeOptions = ModelOptionsUtils.copyToTarget(prompt.getOptions(),
-					ChatOptions.class, AzureOpenAiChatOptions.class);
+			AzureOpenAiChatOptions updatedRuntimeOptions;
+			if (prompt.getOptions() instanceof FunctionCallingOptions functionCallingOptions) {
+				updatedRuntimeOptions = ModelOptionsUtils.copyToTarget(functionCallingOptions,
+						FunctionCallingOptions.class, AzureOpenAiChatOptions.class);
+			}
+			else {
+				updatedRuntimeOptions = ModelOptionsUtils.copyToTarget(prompt.getOptions(), ChatOptions.class,
+						AzureOpenAiChatOptions.class);
+			}
 			options = this.merge(updatedRuntimeOptions, options);
 
 			functionsForThisRequest.addAll(this.runtimeFunctionCallbackConfigurations(updatedRuntimeOptions));
diff --git a/models/spring-ai-minimax/src/main/java/org/springframework/ai/minimax/MiniMaxChatModel.java b/models/spring-ai-minimax/src/main/java/org/springframework/ai/minimax/MiniMaxChatModel.java
@@ -44,6 +44,7 @@
 import org.springframework.ai.model.ModelOptionsUtils;
 import org.springframework.ai.model.function.FunctionCallback;
 import org.springframework.ai.model.function.FunctionCallbackContext;
+import org.springframework.ai.model.function.FunctionCallingOptions;
 import org.springframework.ai.retry.RetryUtils;
 import org.springframework.http.ResponseEntity;
 import org.springframework.retry.support.RetryTemplate;
@@ -391,8 +392,16 @@ else if (message.getMessageType() == MessageType.TOOL) {
 		Set<String> enabledToolsToUse = new HashSet<>();
 
 		if (prompt.getOptions() != null) {
-			MiniMaxChatOptions updatedRuntimeOptions = ModelOptionsUtils.copyToTarget(prompt.getOptions(),
-					ChatOptions.class, MiniMaxChatOptions.class);
+			MiniMaxChatOptions updatedRuntimeOptions;
+
+			if (prompt.getOptions() instanceof FunctionCallingOptions functionCallingOptions) {
+				updatedRuntimeOptions = ModelOptionsUtils.copyToTarget(functionCallingOptions,
+						FunctionCallingOptions.class, MiniMaxChatOptions.class);
+			}
+			else {
+				updatedRuntimeOptions = ModelOptionsUtils.copyToTarget(prompt.getOptions(), ChatOptions.class,
+						MiniMaxChatOptions.class);
+			}
 
 			enabledToolsToUse.addAll(this.runtimeFunctionCallbackConfigurations(updatedRuntimeOptions));
 
diff --git a/models/spring-ai-mistral-ai/src/main/java/org/springframework/ai/mistralai/MistralAiChatModel.java b/models/spring-ai-mistral-ai/src/main/java/org/springframework/ai/mistralai/MistralAiChatModel.java
@@ -52,6 +52,7 @@
 import org.springframework.ai.model.ModelOptionsUtils;
 import org.springframework.ai.model.function.FunctionCallback;
 import org.springframework.ai.model.function.FunctionCallbackContext;
+import org.springframework.ai.model.function.FunctionCallingOptions;
 import org.springframework.ai.retry.RetryUtils;
 import org.springframework.http.ResponseEntity;
 import org.springframework.retry.support.RetryTemplate;
@@ -367,8 +368,16 @@ else if (message instanceof ToolResponseMessage toolResponseMessage) {
 		request = ModelOptionsUtils.merge(request, this.defaultOptions, MistralAiApi.ChatCompletionRequest.class);
 
 		if (prompt.getOptions() != null) {
-			var updatedRuntimeOptions = ModelOptionsUtils.copyToTarget(prompt.getOptions(), ChatOptions.class,
-					MistralAiChatOptions.class);
+			MistralAiChatOptions updatedRuntimeOptions;
+
+			if (prompt.getOptions() instanceof FunctionCallingOptions functionCallingOptions) {
+				updatedRuntimeOptions = ModelOptionsUtils.copyToTarget(functionCallingOptions,
+						FunctionCallingOptions.class, MistralAiChatOptions.class);
+			}
+			else {
+				updatedRuntimeOptions = ModelOptionsUtils.copyToTarget(prompt.getOptions(), ChatOptions.class,
+						MistralAiChatOptions.class);
+			}
 
 			functionsForThisRequest.addAll(this.runtimeFunctionCallbackConfigurations(updatedRuntimeOptions));
 
diff --git a/models/spring-ai-moonshot/src/main/java/org/springframework/ai/moonshot/MoonshotChatModel.java b/models/spring-ai-moonshot/src/main/java/org/springframework/ai/moonshot/MoonshotChatModel.java
@@ -33,6 +33,7 @@
 import org.springframework.ai.model.ModelOptionsUtils;
 import org.springframework.ai.model.function.FunctionCallback;
 import org.springframework.ai.model.function.FunctionCallbackContext;
+import org.springframework.ai.model.function.FunctionCallingOptions;
 import org.springframework.ai.moonshot.api.MoonshotApi;
 import org.springframework.ai.moonshot.api.MoonshotApi.ChatCompletion;
 import org.springframework.ai.moonshot.api.MoonshotApi.ChatCompletion.Choice;
@@ -341,9 +342,16 @@ else if (message.getMessageType() == MessageType.TOOL) {
 		Set<String> enabledToolsToUse = new HashSet<>();
 
 		if (prompt.getOptions() != null) {
-			MoonshotChatOptions updatedRuntimeOptions = ModelOptionsUtils.copyToTarget(prompt.getOptions(),
-					ChatOptions.class, MoonshotChatOptions.class);
+			MoonshotChatOptions updatedRuntimeOptions;
 
+			if (prompt.getOptions() instanceof FunctionCallingOptions functionCallingOptions) {
+				updatedRuntimeOptions = ModelOptionsUtils.copyToTarget(functionCallingOptions,
+						FunctionCallingOptions.class, MoonshotChatOptions.class);
+			}
+			else {
+				updatedRuntimeOptions = ModelOptionsUtils.copyToTarget(prompt.getOptions(), ChatOptions.class,
+						MoonshotChatOptions.class);
+			}
 			enabledToolsToUse.addAll(this.runtimeFunctionCallbackConfigurations(updatedRuntimeOptions));
 
 			request = ModelOptionsUtils.merge(updatedRuntimeOptions, request, ChatCompletionRequest.class);
diff --git a/models/spring-ai-ollama/src/main/java/org/springframework/ai/ollama/OllamaChatModel.java b/models/spring-ai-ollama/src/main/java/org/springframework/ai/ollama/OllamaChatModel.java
@@ -41,6 +41,7 @@
 import org.springframework.ai.model.ModelOptionsUtils;
 import org.springframework.ai.model.function.FunctionCallback;
 import org.springframework.ai.model.function.FunctionCallbackContext;
+import org.springframework.ai.model.function.FunctionCallingOptions;
 import org.springframework.ai.ollama.api.OllamaApi;
 import org.springframework.ai.ollama.api.OllamaApi.ChatRequest;
 import org.springframework.ai.ollama.api.OllamaApi.Message.Role;
@@ -297,8 +298,14 @@ else if (message instanceof ToolResponseMessage toolMessage) {
 		// runtime options
 		OllamaOptions runtimeOptions = null;
 		if (prompt.getOptions() != null) {
-			runtimeOptions = ModelOptionsUtils.copyToTarget(prompt.getOptions(), ChatOptions.class,
-					OllamaOptions.class);
+			if (prompt.getOptions() instanceof FunctionCallingOptions functionCallingOptions) {
+				runtimeOptions = ModelOptionsUtils.copyToTarget(functionCallingOptions, FunctionCallingOptions.class,
+						OllamaOptions.class);
+			}
+			else {
+				runtimeOptions = ModelOptionsUtils.copyToTarget(prompt.getOptions(), ChatOptions.class,
+						OllamaOptions.class);
+			}
 			functionsForThisRequest.addAll(this.runtimeFunctionCallbackConfigurations(runtimeOptions));
 		}
 
diff --git a/models/spring-ai-openai/src/main/java/org/springframework/ai/openai/OpenAiChatModel.java b/models/spring-ai-openai/src/main/java/org/springframework/ai/openai/OpenAiChatModel.java
@@ -51,6 +51,7 @@
 import org.springframework.ai.model.ModelOptionsUtils;
 import org.springframework.ai.model.function.FunctionCallback;
 import org.springframework.ai.model.function.FunctionCallbackContext;
+import org.springframework.ai.model.function.FunctionCallingOptions;
 import org.springframework.ai.openai.api.OpenAiApi;
 import org.springframework.ai.openai.api.OpenAiApi.ChatCompletion;
 import org.springframework.ai.openai.api.OpenAiApi.ChatCompletion.Choice;
@@ -477,8 +478,16 @@ else if (message.getMessageType() == MessageType.TOOL) {
 		Set<String> enabledToolsToUse = new HashSet<>();
 
 		if (prompt.getOptions() != null) {
-			OpenAiChatOptions updatedRuntimeOptions = ModelOptionsUtils.copyToTarget(prompt.getOptions(),
-					ChatOptions.class, OpenAiChatOptions.class);
+			OpenAiChatOptions updatedRuntimeOptions = null;
+
+			if (prompt.getOptions() instanceof FunctionCallingOptions) {
+				updatedRuntimeOptions = ModelOptionsUtils.copyToTarget(((FunctionCallingOptions) prompt.getOptions()),
+						FunctionCallingOptions.class, OpenAiChatOptions.class);
+			}
+			else if (prompt.getOptions() instanceof OpenAiChatOptions) {
+				updatedRuntimeOptions = ModelOptionsUtils.copyToTarget(prompt.getOptions(), ChatOptions.class,
+						OpenAiChatOptions.class);
+			}
 
 			enabledToolsToUse.addAll(this.runtimeFunctionCallbackConfigurations(updatedRuntimeOptions));
 
diff --git a/models/spring-ai-qianfan/src/main/java/org/springframework/ai/qianfan/QianFanChatModel.java b/models/spring-ai-qianfan/src/main/java/org/springframework/ai/qianfan/QianFanChatModel.java
@@ -181,15 +181,9 @@ public ChatCompletionRequest createRequest(Prompt prompt, boolean stream) {
 		}
 
 		if (prompt.getOptions() != null) {
-			if (prompt.getOptions() != null) {
-				var updatedRuntimeOptions = ModelOptionsUtils.copyToTarget(prompt.getOptions(), ChatOptions.class,
-						QianFanChatOptions.class);
-				request = ModelOptionsUtils.merge(updatedRuntimeOptions, request, ChatCompletionRequest.class);
-			}
-			else {
-				throw new IllegalArgumentException("Prompt options are not of type ChatOptions: "
-						+ prompt.getOptions().getClass().getSimpleName());
-			}
+			var updatedRuntimeOptions = ModelOptionsUtils.copyToTarget(prompt.getOptions(), ChatOptions.class,
+					QianFanChatOptions.class);
+			request = ModelOptionsUtils.merge(updatedRuntimeOptions, request, ChatCompletionRequest.class);
 		}
 		return request;
 	}
diff --git a/models/spring-ai-vertex-ai-gemini/src/main/java/org/springframework/ai/vertexai/gemini/VertexAiGeminiChatModel.java b/models/spring-ai-vertex-ai-gemini/src/main/java/org/springframework/ai/vertexai/gemini/VertexAiGeminiChatModel.java
@@ -42,6 +42,7 @@
 import org.springframework.ai.model.ModelOptionsUtils;
 import org.springframework.ai.model.function.FunctionCallback;
 import org.springframework.ai.model.function.FunctionCallbackContext;
+import org.springframework.ai.model.function.FunctionCallingOptions;
 import org.springframework.ai.vertexai.gemini.metadata.VertexAiUsage;
 import org.springframework.beans.factory.DisposableBean;
 import org.springframework.lang.NonNull;
@@ -80,8 +81,6 @@
  */
 public class VertexAiGeminiChatModel extends AbstractToolCallSupport implements ChatModel, DisposableBean {
 
-	private final static boolean IS_RUNTIME_CALL = true;
-
 	private final VertexAI vertexAI;
 
 	private final VertexAiGeminiChatOptions defaultOptions;
@@ -292,9 +291,15 @@ GeminiRequest createGeminiRequest(Prompt prompt) {
 		VertexAiGeminiChatOptions updatedRuntimeOptions = VertexAiGeminiChatOptions.builder().build();
 
 		if (prompt.getOptions() != null) {
-			updatedRuntimeOptions = ModelOptionsUtils.copyToTarget(prompt.getOptions(), ChatOptions.class,
-					VertexAiGeminiChatOptions.class);
+			if (prompt.getOptions() instanceof FunctionCallingOptions functionCallingOptions) {
+				updatedRuntimeOptions = ModelOptionsUtils.copyToTarget(functionCallingOptions,
+						FunctionCallingOptions.class, VertexAiGeminiChatOptions.class);
 
+			}
+			else {
+				updatedRuntimeOptions = ModelOptionsUtils.copyToTarget(prompt.getOptions(), ChatOptions.class,
+						VertexAiGeminiChatOptions.class);
+			}
 			functionsForThisRequest.addAll(runtimeFunctionCallbackConfigurations(updatedRuntimeOptions));
 		}
 
diff --git a/models/spring-ai-zhipuai/src/main/java/org/springframework/ai/zhipuai/ZhiPuAiChatModel.java b/models/spring-ai-zhipuai/src/main/java/org/springframework/ai/zhipuai/ZhiPuAiChatModel.java
@@ -33,6 +33,7 @@
 import org.springframework.ai.model.ModelOptionsUtils;
 import org.springframework.ai.model.function.FunctionCallback;
 import org.springframework.ai.model.function.FunctionCallbackContext;
+import org.springframework.ai.model.function.FunctionCallingOptions;
 import org.springframework.ai.retry.RetryUtils;
 import org.springframework.ai.zhipuai.api.ZhiPuAiApi;
 import org.springframework.ai.zhipuai.api.ZhiPuAiApi.ChatCompletion;
@@ -358,8 +359,15 @@ else if (message.getMessageType() == MessageType.TOOL) {
 		Set<String> enabledToolsToUse = new HashSet<>();
 
 		if (prompt.getOptions() != null) {
-			ZhiPuAiChatOptions updatedRuntimeOptions = ModelOptionsUtils.copyToTarget(prompt.getOptions(),
-					ChatOptions.class, ZhiPuAiChatOptions.class);
+			ZhiPuAiChatOptions updatedRuntimeOptions;
+			if (prompt.getOptions() instanceof FunctionCallingOptions functionCallingOptions) {
+				updatedRuntimeOptions = ModelOptionsUtils.copyToTarget(functionCallingOptions,
+						FunctionCallingOptions.class, ZhiPuAiChatOptions.class);
+			}
+			else {
+				updatedRuntimeOptions = ModelOptionsUtils.copyToTarget(prompt.getOptions(), ChatOptions.class,
+						ZhiPuAiChatOptions.class);
+			}
 
 			enabledToolsToUse.addAll(this.runtimeFunctionCallbackConfigurations(updatedRuntimeOptions));
 
diff --git a/spring-ai-core/src/main/java/org/springframework/ai/model/function/FunctionCallingOptions.java b/spring-ai-core/src/main/java/org/springframework/ai/model/function/FunctionCallingOptions.java
@@ -18,10 +18,12 @@
 import java.util.List;
 import java.util.Set;
 
+import org.springframework.ai.chat.prompt.ChatOptions;
+
 /**
  * @author Christian Tzolov
  */
-public interface FunctionCallingOptions {
+public interface FunctionCallingOptions extends ChatOptions {
 
 	/**
 	 * Function Callbacks to be registered with the ChatModel. For Prompt Options the
diff --git a/spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/anthropic/tool/FunctionCallWithFunctionBeanIT.java b/spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/anthropic/tool/FunctionCallWithFunctionBeanIT.java
@@ -33,6 +33,7 @@
 import org.springframework.ai.chat.messages.UserMessage;
 import org.springframework.ai.chat.model.ChatResponse;
 import org.springframework.ai.chat.prompt.Prompt;
+import org.springframework.ai.model.function.FunctionCallingOptionsBuilder.PortableFunctionCallingOptions;
 import org.springframework.boot.autoconfigure.AutoConfigurations;
 import org.springframework.boot.test.context.runner.ApplicationContextRunner;
 import org.springframework.context.annotation.Bean;
@@ -79,6 +80,28 @@ void functionCallTest() {
 			});
 	}
 
+	@Test
+	void functionCallWithPortableFunctionCallingOptions() {
+
+		contextRunner
+			.withPropertyValues(
+					"spring.ai.anthropic.chat.options.model=" + AnthropicApi.ChatModel.CLAUDE_3_OPUS.getValue())
+			.run(context -> {
+
+				AnthropicChatModel chatModel = context.getBean(AnthropicChatModel.class);
+
+				var userMessage = new UserMessage(
+						"What's the weather like in San Francisco, in Paris, France and in Tokyo, Japan? Return the temperature in Celsius.");
+
+				ChatResponse response = chatModel.call(new Prompt(List.of(userMessage),
+						PortableFunctionCallingOptions.builder().withFunction("weatherFunction").build()));
+
+				logger.info("Response: {}", response);
+
+				assertThat(response.getResult().getOutput().getContent()).contains("30", "10", "15");
+			});
+	}
+
 	@Configuration
 	static class Config {
 
diff --git a/spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/azure/tool/FunctionCallWithFunctionBeanIT.java b/spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/azure/tool/FunctionCallWithFunctionBeanIT.java
@@ -30,6 +30,7 @@
 import org.springframework.ai.chat.model.ChatResponse;
 import org.springframework.ai.chat.messages.UserMessage;
 import org.springframework.ai.chat.prompt.Prompt;
+import org.springframework.ai.model.function.FunctionCallingOptionsBuilder.PortableFunctionCallingOptions;
 import org.springframework.boot.autoconfigure.AutoConfigurations;
 import org.springframework.boot.test.context.runner.ApplicationContextRunner;
 import org.springframework.context.annotation.Bean;
@@ -80,6 +81,26 @@ void functionCallTest() {
 			});
 	}
 
+	@Test
+	void functionCallWithPortableFunctionCallingOptions() {
+		contextRunner.withPropertyValues("spring.ai.azure.openai.chat.options..deployment-name=" + getDeploymentName())
+			.run(context -> {
+
+				ChatModel chatModel = context.getBean(AzureOpenAiChatModel.class);
+
+				UserMessage userMessage = new UserMessage(
+						"What's the weather like in San Francisco, Paris and in Tokyo? Use Multi-turn function calling.");
+
+				ChatResponse response = chatModel.call(new Prompt(List.of(userMessage),
+						PortableFunctionCallingOptions.builder().withFunction("weatherFunction").build()));
+
+				logger.info("Response: {}", response);
+
+				assertThat(response.getResult().getOutput().getContent()).contains("30", "10", "15");
+
+			});
+	}
+
 	@Configuration
 	static class Config {
 
diff --git a/spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/mistralai/tool/WeatherServicePromptIT.java b/spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/mistralai/tool/WeatherServicePromptIT.java
diff --git a/spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/ollama/tool/FunctionCallbackWrapperIT.java b/spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/ollama/tool/FunctionCallbackWrapperIT.java
diff --git a/spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/openai/tool/FunctionCallbackWithPlainFunctionBeanIT.java b/spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/openai/tool/FunctionCallbackWithPlainFunctionBeanIT.java
diff --git a/spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/vertexai/gemini/tool/FunctionCallWithFunctionBeanIT.java b/spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/vertexai/gemini/tool/FunctionCallWithFunctionBeanIT.java

Original file line number	Diff line number	Diff line change
`@@ -181,15 +181,9 @@ public ChatCompletionRequest createRequest(Prompt prompt, boolean stream) {`
`181`	`181`	`}`
`182`	`182`
`183`	`183`	`if (prompt.getOptions() != null) {`
`184`		`- if (prompt.getOptions() != null) {`
`185`		`- var updatedRuntimeOptions = ModelOptionsUtils.copyToTarget(prompt.getOptions(), ChatOptions.class,`
`186`		`- QianFanChatOptions.class);`
`187`		`- request = ModelOptionsUtils.merge(updatedRuntimeOptions, request, ChatCompletionRequest.class);`
`188`		`- }`
`189`		`- else {`
`190`		`- throw new IllegalArgumentException("Prompt options are not of type ChatOptions: "`
`191`		`- + prompt.getOptions().getClass().getSimpleName());`
`192`		`- }`
	`184`	`+ var updatedRuntimeOptions = ModelOptionsUtils.copyToTarget(prompt.getOptions(), ChatOptions.class,`
	`185`	`+ QianFanChatOptions.class);`
	`186`	`+ request = ModelOptionsUtils.merge(updatedRuntimeOptions, request, ChatCompletionRequest.class);`
`193`	`187`	`}`
`194`	`188`	`return request;`
`195`	`189`	`}`