spring-ai

Files (2)

• SKILL.md
• openai.yaml · agents/

SKILL.md (first lines)

# Spring AI 开发指南

## 概述

Spring AI 是 Spring 官方提供的 AI 应用开发框架，简化了与各种大语言模型（LLM）的集成，包括 OpenAI、Anthropic、Azure OpenAI 等。

## 核心功能

### 1. 项目创建

**依赖**：

```xml
<dependency>
    <groupId>org.springframework.ai</groupId>
    <artifactId>spring-ai-openai-spring-boot-starter</artifactId>
</dependency>
```

**或使用 Gradle**：

```gradle
dependencies {
    implementation 'org.springframework.ai:spring-ai-openai-spring-boot-starter'
}
```

### 2. Chat Client

**配置**：

```yaml
spring:
  ai:
    openai:
      api-key: ${OPENAI_API_KEY}
      chat:
        options:
          model: gpt-4
          temperature: 0.7
```

**使用 ChatClient**：

```java
@Service
public class ChatService {
    private final ChatClient chatClient;

    public ChatService(ChatClient chatClient) {
        this.chatClient = chatClient;
    }

    public String chat(String message) {
        return chatClient.call(message);
    }

    public String chatWithPrompt(String userMessage) {
        Prompt prompt = new Prompt(new UserMessage(userMessage));
        ChatResponse response = chatClient.call(prompt);
        return response.getResult().getOutput().getContent();
    }
}
```

**流式响应**：

```java
@Service
public class ChatService {
    private final StreamingChatClient streamingChatClient;

    public ChatService(StreamingChatClient streamingChatClient) {
        this.streamingChatClient = streamingChatClient;
    }

    public Flux<String> streamChat(String message) {
        return streamingChatClient.stream(message)
            .map(response -> response.getResult().getOutput().getContent());
    }
}
```

### 3. Prompt Template

**定义模板**：

```java
@Service
public class PromptService {
    private final PromptTemplate promptTemplate;

    public PromptService() {
        this.promptTemplate = new PromptTemplate(
            "请用{style}风格回答以下问题：{question}"
        );
    }

    public String generatePrompt(String style, String question) {
        Map<String, Object> variables = Map.of(
            "style", style,
            "question", question
        );
        return promptTemplate.render(variables);
    }
}
```

**使用 ChatClient**：

```java
@Service
public class ChatService {
    private final ChatClient chatClient;
    private final PromptTemplate promptTemplate;

    public ChatService(ChatClient chatClient) {
        this.chatClient = chatClient;
        this.promptTemplate = new PromptTemplate(
            "请用{style}风格回答以下问题：{question}"

From full-stack-skills/spring-skills, Apache-2.0.

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