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Fix the ChatClient call().content() output
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...g-ai-mistral-ai/src/test/java/org/springframework/ai/mistralai/MistralAiChatClientIT.java
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| /* | ||
| * Copyright 2023 - 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.mistralai; | ||
|
|
||
| import java.util.Arrays; | ||
| import java.util.List; | ||
| import java.util.Map; | ||
| import java.util.stream.Collectors; | ||
|
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| import org.junit.jupiter.api.Test; | ||
| import org.junit.jupiter.api.condition.EnabledIfEnvironmentVariable; | ||
| import org.slf4j.Logger; | ||
| import org.slf4j.LoggerFactory; | ||
| import reactor.core.publisher.Flux; | ||
|
|
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| import org.springframework.ai.chat.client.ChatClient; | ||
| import org.springframework.ai.chat.model.ChatResponse; | ||
| import org.springframework.ai.converter.BeanOutputConverter; | ||
| import org.springframework.ai.converter.ListOutputConverter; | ||
| import org.springframework.ai.mistralai.api.MistralAiApi; | ||
| import org.springframework.ai.mistralai.api.MistralAiApi.ChatCompletionRequest.ToolChoice; | ||
| import org.springframework.beans.factory.annotation.Autowired; | ||
| import org.springframework.beans.factory.annotation.Value; | ||
| import org.springframework.boot.test.context.SpringBootTest; | ||
| import org.springframework.core.ParameterizedTypeReference; | ||
| import org.springframework.core.convert.support.DefaultConversionService; | ||
| import org.springframework.core.io.Resource; | ||
|
|
||
| import static org.assertj.core.api.Assertions.assertThat; | ||
|
|
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| @SpringBootTest(classes = MistralAiTestConfiguration.class) | ||
| @EnabledIfEnvironmentVariable(named = "MISTRAL_AI_API_KEY", matches = ".+") | ||
| class MistralAiChatClientIT { | ||
|
|
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| private static final Logger logger = LoggerFactory.getLogger(MistralAiChatClientIT.class); | ||
|
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| @Autowired | ||
| MistralAiChatModel chatModel; | ||
|
|
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| @Value("classpath:/prompts/system-message.st") | ||
| private Resource systemTextResource; | ||
|
|
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| record ActorsFilms(String actor, List<String> movies) { | ||
| } | ||
|
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| @Test | ||
| void call() { | ||
| // @formatter:off | ||
| ChatResponse response = ChatClient.create(chatModel).prompt() | ||
| .system(s -> s.text(systemTextResource) | ||
| .param("name", "Bob") | ||
| .param("voice", "pirate")) | ||
| .user("Tell me about 3 famous pirates from the Golden Age of Piracy and what they did") | ||
| .call() | ||
| .chatResponse(); | ||
| // @formatter:on | ||
|
|
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| logger.info("" + response); | ||
| assertThat(response.getResults()).hasSize(1); | ||
| assertThat(response.getResults().get(0).getOutput().getContent()).contains("Blackbeard"); | ||
| } | ||
|
|
||
| @Test | ||
| void listOutputConverterString() { | ||
| // @formatter:off | ||
| List<String> collection = ChatClient.create(chatModel).prompt() | ||
| .user(u -> u.text("List five {subject}") | ||
| .param("subject", "ice cream flavors")) | ||
| .call() | ||
| .entity(new ParameterizedTypeReference<List<String>>() {}); | ||
| // @formatter:on | ||
|
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| logger.info(collection.toString()); | ||
| assertThat(collection).hasSize(5); | ||
| } | ||
|
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| @Test | ||
| void listOutputConverterBean() { | ||
|
|
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| // @formatter:off | ||
| List<ActorsFilms> actorsFilms = ChatClient.create(chatModel).prompt() | ||
| .user("Generate the filmography of 5 movies for Tom Hanks and Bill Murray.") | ||
| .call() | ||
| .entity(new ParameterizedTypeReference<List<ActorsFilms>>() { | ||
| }); | ||
| // @formatter:on | ||
|
|
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| logger.info("" + actorsFilms); | ||
| assertThat(actorsFilms).hasSize(2); | ||
| } | ||
|
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| @Test | ||
| void customOutputConverter() { | ||
|
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| var toStringListConverter = new ListOutputConverter(new DefaultConversionService()); | ||
|
|
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| // @formatter:off | ||
| List<String> flavors = ChatClient.create(chatModel).prompt() | ||
| .user(u -> u.text("List 10 {subject}") | ||
| .param("subject", "ice cream flavors")) | ||
| .call() | ||
| .entity(toStringListConverter); | ||
| // @formatter:on | ||
|
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| logger.info("ice cream flavors" + flavors); | ||
| assertThat(flavors).hasSize(10); | ||
| assertThat(flavors).containsAnyOf("Vanilla", "vanilla"); | ||
| } | ||
|
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||
| @Test | ||
| void mapOutputConverter() { | ||
| // @formatter:off | ||
| Map<String, Object> result = ChatClient.create(chatModel).prompt() | ||
| .user(u -> u.text("Provide me a List of {subject}") | ||
| .param("subject", "an array of numbers from 1 to 9 under they key name 'numbers'")) | ||
| .call() | ||
| .entity(new ParameterizedTypeReference<Map<String, Object>>() { | ||
| }); | ||
| // @formatter:on | ||
|
|
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| assertThat(result.get("numbers")).isEqualTo(Arrays.asList(1, 2, 3, 4, 5, 6, 7, 8, 9)); | ||
| } | ||
|
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| @Test | ||
| void beanOutputConverter() { | ||
|
|
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| // @formatter:off | ||
| ActorsFilms actorsFilms = ChatClient.create(chatModel).prompt() | ||
| .user("Generate the filmography for a random actor.") | ||
| .call() | ||
| .entity(ActorsFilms.class); | ||
| // @formatter:on | ||
|
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| logger.info("" + actorsFilms); | ||
| assertThat(actorsFilms.actor()).isNotBlank(); | ||
| } | ||
|
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| @Test | ||
| void beanOutputConverterRecords() { | ||
|
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| // @formatter:off | ||
| ActorsFilms actorsFilms = ChatClient.create(chatModel).prompt() | ||
| .user("Generate the filmography of 5 movies for Tom Hanks.") | ||
| .call() | ||
| .entity(ActorsFilms.class); | ||
| // @formatter:on | ||
|
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| logger.info("" + actorsFilms); | ||
| assertThat(actorsFilms.actor()).isEqualTo("Tom Hanks"); | ||
| assertThat(actorsFilms.movies()).hasSize(5); | ||
| } | ||
|
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| @Test | ||
| void beanStreamOutputConverterRecords() { | ||
|
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| BeanOutputConverter<ActorsFilms> outputConverter = new BeanOutputConverter<>(ActorsFilms.class); | ||
|
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| // @formatter:off | ||
| Flux<String> chatResponse = ChatClient.create(chatModel) | ||
| .prompt() | ||
| .user(u -> u | ||
| .text("Generate the filmography of 5 movies for Tom Hanks. " + System.lineSeparator() | ||
| + "{format}") | ||
| .param("format", outputConverter.getFormat())) | ||
| .stream() | ||
| .content(); | ||
|
|
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| String generationTextFromStream = chatResponse.collectList() | ||
| .block() | ||
| .stream() | ||
| .collect(Collectors.joining()); | ||
| // @formatter:on | ||
|
|
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| ActorsFilms actorsFilms = outputConverter.convert(generationTextFromStream); | ||
|
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| logger.info("" + actorsFilms); | ||
| assertThat(actorsFilms.actor()).isEqualTo("Tom Hanks"); | ||
| assertThat(actorsFilms.movies()).hasSize(5); | ||
| } | ||
|
|
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| @Test | ||
| void functionCallTest() { | ||
|
|
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| // @formatter:off | ||
| String response = ChatClient.create(chatModel).prompt() | ||
| .options(MistralAiChatOptions.builder().withModel(MistralAiApi.ChatModel.SMALL).withToolChoice(ToolChoice.AUTO).build()) | ||
| .user(u -> u.text("What's the weather like in San Francisco, Tokyo, and Paris? Use parallel function calling if required. Response should be in Celsius.")) | ||
| .function("getCurrentWeather", "Get the weather in location", new MockWeatherService()) | ||
| .call() | ||
| .content(); | ||
| // @formatter:on | ||
|
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| logger.info("Response: {}", response); | ||
|
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| assertThat(response).containsAnyOf("30.0", "30"); | ||
| assertThat(response).containsAnyOf("10.0", "10"); | ||
| assertThat(response).containsAnyOf("15.0", "15"); | ||
| } | ||
|
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| @Test | ||
| void defaultFunctionCallTest() { | ||
|
|
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| // @formatter:off | ||
| String response = ChatClient.builder(chatModel) | ||
| .defaultOptions(MistralAiChatOptions.builder().withModel(MistralAiApi.ChatModel.SMALL).build()) | ||
| .defaultFunction("getCurrentWeather", "Get the weather in location", new MockWeatherService()) | ||
| .defaultUser(u -> u.text("What's the weather like in San Francisco, Tokyo, and Paris? Use parallel function calling if required. Response should be in Celsius.")) | ||
| .build() | ||
| .prompt().call().content(); | ||
| // @formatter:on | ||
|
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| logger.info("Response: {}", response); | ||
|
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| assertThat(response).containsAnyOf("30.0", "30"); | ||
| assertThat(response).containsAnyOf("10.0", "10"); | ||
| assertThat(response).containsAnyOf("15.0", "15"); | ||
| } | ||
|
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| @Test | ||
| void streamFunctionCallTest() { | ||
|
|
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| // @formatter:off | ||
| Flux<String> response = ChatClient.create(chatModel).prompt() | ||
| .options(MistralAiChatOptions.builder().withModel(MistralAiApi.ChatModel.SMALL).build()) | ||
| .user("What's the weather like in San Francisco, Tokyo, and Paris? Use parallel function calling if required. Response should be in Celsius.") | ||
| .function("getCurrentWeather", "Get the weather in location", new MockWeatherService()) | ||
| .stream() | ||
| .content(); | ||
| // @formatter:on | ||
|
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| String content = response.collectList().block().stream().collect(Collectors.joining()); | ||
| logger.info("Response: {}", content); | ||
|
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| assertThat(content).containsAnyOf("30.0", "30"); | ||
| assertThat(content).containsAnyOf("10.0", "10"); | ||
| assertThat(content).containsAnyOf("15.0", "15"); | ||
| } | ||
|
|
||
| } |
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