聊天客戶端 API

@RestController
class MyController {

    private final ChatClient chatClient;

    public MyController(ChatClient.Builder chatClientBuilder) {
        this.chatClient = chatClientBuilder.build();
    }

    @GetMapping("/ai")
    String generation(String userInput) {
        return this.chatClient.prompt()
            .user(userInput)
            .call()
            .content();
    }
}

ChatResponse chatResponse = chatClient.prompt()
    .user("Tell me a joke")
    .call()
    .chatResponse();

record ActorFilms(String actor, List<String> movies) {}

ActorFilms actorFilms = chatClient.prompt()
    .user("Generate the filmography for a random actor.")
    .call()
    .entity(ActorFilms.class);

List<ActorFilms> actorFilms = chatClient.prompt()
    .user("Generate the filmography of 5 movies for Tom Hanks and Bill Murray.")
    .call()
    .entity(new ParameterizedTypeReference<List<ActorFilms>>() {});

Flux<String> output = chatClient.prompt()
    .user("Tell me a joke")
    .stream()
    .content();

var converter = new BeanOutputConverter<>(new ParameterizedTypeReference<List<ActorsFilms>>() {});

Flux<String> flux = this.chatClient.prompt()
    .user(u -> u.text("""
                        Generate the filmography for a random actor.
                        {format}
                      """)
            .param("format", this.converter.getFormat()))
    .stream()
    .content();

String content = this.flux.collectList().block().stream().collect(Collectors.joining());

List<ActorsFilms> actorFilms = this.converter.convert(this.content);

// Adding individual metadata key-value pairs
String response = chatClient.prompt()
    .user(u -> u.text("What's the weather like?")
        .metadata("messageId", "msg-123")
        .metadata("userId", "user-456")
        .metadata("priority", "high"))
    .call()
    .content();

// Adding multiple metadata entries at once
Map<String, Object> userMetadata = Map.of(
    "messageId", "msg-123",
    "userId", "user-456",
    "timestamp", System.currentTimeMillis()
);

String response = chatClient.prompt()
    .user(u -> u.text("What's the weather like?")
        .metadata(userMetadata))
    .call()
    .content();

// Adding metadata to system messages
String response = chatClient.prompt()
    .system(s -> s.text("You are a helpful assistant.")
        .metadata("version", "1.0")
        .metadata("model", "gpt-4"))
    .user("Tell me a joke")
    .call()
    .content();

@Configuration
class Config {
    @Bean
    ChatClient chatClient(ChatClient.Builder builder) {
        return builder
            .defaultSystem(s -> s.text("You are a helpful assistant")
                .metadata("assistantType", "general")
                .metadata("version", "1.0"))
            .defaultUser(u -> u.text("Default user context")
                .metadata("sessionId", "default-session"))
            .build();
    }
}

// This will throw an IllegalArgumentException
chatClient.prompt()
    .user(u -> u.text("Hello")
        .metadata(null, "value"))  // Invalid: null key
    .call()
    .content();

// This will also throw an IllegalArgumentException
chatClient.prompt()
    .user(u -> u.text("Hello")
        .metadata("key", null))    // Invalid: null value
    .call()
    .content();

@Configuration
class Config {

    @Bean
    ChatClient chatClient(ChatClient.Builder builder) {
        return builder.defaultSystem("You are a friendly chat bot that answers question in the voice of a Pirate")
                .build();
    }

}

@RestController
class AIController {

	private final ChatClient chatClient;

	AIController(ChatClient chatClient) {
		this.chatClient = chatClient;
	}

	@GetMapping("/ai/simple")
	public Map<String, String> completion(@RequestParam(value = "message", defaultValue = "Tell me a joke") String message) {
		return Map.of("completion", this.chatClient.prompt().user(message).call().content());
	}
}

❯ curl localhost:8080/ai/simple
{"completion":"Why did the pirate go to the comedy club? To hear some arrr-rated jokes! Arrr, matey!"}

@Configuration
class Config {

    @Bean
    ChatClient chatClient(ChatClient.Builder builder) {
        return builder.defaultSystem("You are a friendly chat bot that answers question in the voice of a {voice}")
                .build();
    }

}

@RestController
class AIController {
	private final ChatClient chatClient;

	AIController(ChatClient chatClient) {
		this.chatClient = chatClient;
	}

	@GetMapping("/ai")
	Map<String, String> completion(@RequestParam(value = "message", defaultValue = "Tell me a joke") String message, String voice) {
		return Map.of("completion",
				this.chatClient.prompt()
						.system(sp -> sp.param("voice", voice))
						.user(message)
						.call()
						.content());
	}

}

interface AdvisorSpec {
    AdvisorSpec param(String k, Object v);
    AdvisorSpec params(Map<String, Object> p);
    AdvisorSpec advisors(Advisor... advisors);
    AdvisorSpec advisors(List<Advisor> advisors);
}

ChatClient.builder(chatModel)
    .build()
    .prompt()
    .advisors(
        MessageChatMemoryAdvisor.builder(chatMemory).build(),
        QuestionAnswerAdvisor.builder(vectorStore).build()
    )
    .user(userText)
    .call()
    .content();

ChatResponse response = ChatClient.create(chatModel).prompt()
        .advisors(new SimpleLoggerAdvisor())
        .user("Tell me a joke?")
        .call()
        .chatResponse();

logging.level.org.springframework.ai.chat.client.advisor=DEBUG

SimpleLoggerAdvisor(
    Function<ChatClientRequest, String> requestToString,
    Function<ChatResponse, String> responseToString,
    int order
)

SimpleLoggerAdvisor customLogger = new SimpleLoggerAdvisor(
    request -> "Custom request: " + request.prompt().getUserMessage(),
    response -> "Custom response: " + response.getResult(),
    0
);