springai +embeding 模型 +elasticsearch

项目pom.xml

 

<?xml version="1.0" encoding="UTF-8"?>
<project xmlns="http://maven.apache.org/POM/4.0.0"
         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
    <modelVersion>4.0.0</modelVersion>
    <groupId>springAI</groupId>
    <artifactId>spai</artifactId>
    <version>1.0.0</version>

    <properties>
        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
        <project.reporting.outputEncoding>UTF-8</project.reporting.outputEncoding>
        <maven.compiler.source>17</maven.compiler.source>
        <maven.compiler.target>17</maven.compiler.target>
        <maven-compiler-plugin.version>3.11.0</maven-compiler-plugin.version>
        <maven-deploy-plugin.version>3.1.1</maven-deploy-plugin.version>

        <!-- Spring Boot -->
        <spring-boot.version>3.4.2</spring-boot.version>
        <!-- Spring AI -->
<!--        <spring-ai.version>1.0.0-SNAPSHOT</spring-ai.version>-->
        <spring-ai.version>1.0.0-M5</spring-ai.version>

        <spring-ai-alibaba.version>1.0.0-M5.1</spring-ai-alibaba.version>

        <!-- utils -->
        <commons-lang3.version>3.14.0</commons-lang3.version>

        <!-- 测试工具类-->
        <jupiter.version>5.11.4</jupiter.version>
        <lombok.version>1.18.24</lombok.version>
    </properties>
    <dependencies>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-web</artifactId>
        </dependency>
        <dependency>
            <groupId>com.alibaba.cloud.ai</groupId>
            <artifactId>spring-ai-alibaba-starter</artifactId>
            <version>${spring-ai-alibaba.version}</version>
        </dependency>
<!--        <dependency>-->
<!--            <groupId>org.springframework.ai</groupId>-->
<!--            <artifactId>spring-ai-openai-spring-boot-starter</artifactId>-->
<!--        </dependency>-->
<!--        <dependency>-->
<!--            <groupId>org.springframework.ai</groupId>-->
<!--            <artifactId>spring-ai-ollama-spring-boot-starter</artifactId>-->
<!--        </dependency>-->
        <dependency>
            <groupId>com.volcengine</groupId>
            <artifactId>volc-sdk-java</artifactId>
            <version>2.0.1-SNAPSHOT</version>
        </dependency>
        <dependency>
            <groupId>javax.annotation</groupId>
            <artifactId>javax.annotation-api</artifactId>
            <version>1.3.2</version>
        </dependency>
        <dependency>
            <groupId>org.springframework.ai</groupId>
            <artifactId>spring-ai-pdf-document-reader</artifactId>
            <version>${spring-ai.version}</version>
        </dependency>
        <dependency>
            <groupId>org.springframework.ai</groupId>
            <artifactId>spring-ai-elasticsearch-store-spring-boot-starter</artifactId>
            <version>${spring-ai.version}</version>
        </dependency>

        <dependency>
            <groupId>org.apache.commons</groupId>
            <artifactId>commons-lang3</artifactId>
        </dependency>
        <dependency>
            <groupId>org.projectlombok</groupId>
            <artifactId>lombok</artifactId>
            <scope>provided</scope>
        </dependency>
        <!-- 测试和开发依赖 -->
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-test</artifactId>
            <scope>test</scope>
        </dependency>
        <!-- JUnit Jupiter API -->
        <dependency>
            <groupId>org.junit.jupiter</groupId>
            <artifactId>junit-jupiter-api</artifactId>
            <version>${jupiter.version}</version>
            <scope>test</scope>
        </dependency>
    </dependencies>
    <dependencyManagement>
        <dependencies>
            <dependency>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-dependencies</artifactId>
                <version>${spring-boot.version}</version>
                <type>pom</type>
                <scope>import</scope>
            </dependency>
            <dependency>
                <groupId>org.springframework.ai</groupId>
                <artifactId>spring-ai-bom</artifactId>
                <version>${spring-ai.version}</version>
                <type>pom</type>
                <scope>import</scope>
            </dependency>
            <dependency>
                <groupId>com.alibaba.cloud.ai</groupId>
                <artifactId>spring-ai-alibaba-starter</artifactId>
                <version>${spring-ai-alibaba.version}</version>
            </dependency>
        </dependencies>
    </dependencyManagement>
    <build>
        <plugins>
            <plugin>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-maven-plugin</artifactId>
                <version>${spring-boot.version}</version>
                <executions>
                    <execution>
                        <goals>
                            <goal>repackage</goal>
                        </goals>
                    </execution>
                </executions>
                <configuration>
                    <mainClass>au.spai.SpaiAPP</mainClass> <!-- 指定主类 -->
                </configuration>
            </plugin>
            <!-- 显式配置编译器插件 -->
            <plugin>
                <groupId>org.apache.maven.plugins</groupId>
                <artifactId>maven-compiler-plugin</artifactId>
                <version>${maven-compiler-plugin.version}</version>
                <configuration>
                    <source>17</source> <!-- 直接写死版本，避免属性未解析 -->
                    <target>17</target>
                    <encoding>${project.build.sourceEncoding}</encoding>
                    <!-- 若使用 Lombok，添加注解处理器路径 -->
                    <annotationProcessorPaths>
                        <path>
                            <groupId>org.projectlombok</groupId>
                            <artifactId>lombok</artifactId>
                            <version>${lombok.version}</version>
                        </path>
                    </annotationProcessorPaths>
                </configuration>
            </plugin>
<!--            <plugin>-->
<!--                <groupId>org.apache.maven.plugins</groupId>-->
<!--                <artifactId>maven-deploy-plugin</artifactId>-->
<!--                <version>${maven-deploy-plugin.version}</version>-->
<!--                <configuration>-->
<!--                    <skip>true</skip>-->
<!--                </configuration>-->
<!--            </plugin>-->
        </plugins>
    </build>
    <repositories>
        <repository>
            <id>spring-milestones</id>
            <name>Spring Milestones</name>
            <url>https://repo.spring.io/milestone</url>
            <snapshots>
                <enabled>false</enabled>
            </snapshots>
        </repository>
        <repository>
            <id>spring-snapshots</id>
            <name>Spring Snapshots</name>
            <url>https://repo.spring.io/snapshot</url>
            <releases>
                <enabled>false</enabled>
            </releases>
        </repository>
        <repository>
            <id>aliyunmaven</id>
            <name>aliyun</name>
            <url>https://maven.aliyun.com/repository/public</url>
        </repository>
        <repository>
            <id>snapshots-repo</id>
            <url>https://oss.sonatype.org/content/repositories/snapshots/</url>
        </repository>
    </repositories>
</project>

 

项目application.yml

spring:
  application:
    name: prompt-example
  elasticsearch:
    uris: http://localhost:9200
  ai:
    dashscope:
      api-key: sk-你的apikey
    vectorstore:
      elasticsearch:
        index-name: spring-ai-alibaba-index
        similarity: cosine
        dimensions: 1536