Created
February 10, 2025 06:32
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package dev.tpcoder.application.controller; | |
import dev.tpcoder.application.agent.AiAgentConfig; | |
import dev.tpcoder.application.dto.NewSummarized; | |
import dev.tpcoder.application.util.AgentUtil; | |
import org.slf4j.Logger; | |
import org.slf4j.LoggerFactory; | |
import org.springframework.ai.chat.messages.UserMessage; | |
import org.springframework.ai.chat.model.ChatResponse; | |
import org.springframework.ai.chat.model.Generation; | |
import org.springframework.ai.chat.prompt.Prompt; | |
import org.springframework.ai.converter.BeanOutputConverter; | |
import org.springframework.ai.openai.OpenAiChatModel; | |
import org.springframework.ai.openai.OpenAiChatOptions; | |
import org.springframework.core.ParameterizedTypeReference; | |
import org.springframework.web.bind.annotation.*; | |
import java.util.List; | |
@RestController | |
@RequestMapping("/news") | |
public class NewsController { | |
private static final Logger logger = LoggerFactory.getLogger(NewsController.class); | |
private final OpenAiChatModel chatModel; | |
private final BeanOutputConverter<List<NewSummarized>> outputConverter; | |
public NewsController(OpenAiChatModel chatModel) { | |
this.chatModel = chatModel; | |
this.outputConverter = new BeanOutputConverter<>( | |
new ParameterizedTypeReference<List<NewSummarized>>() { }); | |
} | |
@GetMapping("/short") | |
public List<NewSummarized> getNewsFromInterest(@RequestHeader Integer userId) { | |
if (userId == null) { | |
throw new IllegalArgumentException("userId is null"); | |
} | |
// User message prompt that good enough to navigate your flow correctly | |
UserMessage userMessage = new UserMessage( | |
""" | |
Get summarize news by topic depending on userId: %s. | |
Only result need to be provided | |
Example: | |
[ | |
{ | |
String title, | |
String opinion, | |
String url, | |
String source | |
} | |
] | |
""" | |
.formatted(userId) | |
); | |
OpenAiChatOptions aiChatOptions = AgentUtil.createFunctionOptions( | |
// Order here doesn't matter | |
// It's just something you let LLM know what function they need to call | |
AiAgentConfig.GET_LATEST_NEWS_BY_TOPIC_FUNCTION_NAME, | |
AiAgentConfig.GET_USER_PREFERENCES_FUNCTION_NAME | |
); | |
ChatResponse response = this.chatModel.call(new Prompt(userMessage, aiChatOptions)); | |
logger.info("Response: {}", response); | |
Generation generation = response.getResult(); | |
return this.outputConverter.convert(generation.getOutput().getContent()); | |
} | |
} |
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