springai +embeding 模型 +elasticsearch

news/2025/2/13 16:32:39/文章来源:https://www.cnblogs.com/difs/p/18713909

项目pom.xml

  1 <?xml version="1.0" encoding="UTF-8"?>
  2 <project xmlns="http://maven.apache.org/POM/4.0.0"
  3          xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
  4          xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
  5     <modelVersion>4.0.0</modelVersion>
  6     <groupId>springAI</groupId>
  7     <artifactId>spai</artifactId>
  8     <version>1.0.0</version>
  9 
 10     <properties>
 11         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
 12         <project.reporting.outputEncoding>UTF-8</project.reporting.outputEncoding>
 13         <maven.compiler.source>17</maven.compiler.source>
 14         <maven.compiler.target>17</maven.compiler.target>
 15         <maven-compiler-plugin.version>3.11.0</maven-compiler-plugin.version>
 16         <maven-deploy-plugin.version>3.1.1</maven-deploy-plugin.version>
 17 
 18         <!-- Spring Boot -->
 19         <spring-boot.version>3.4.2</spring-boot.version>
 20         <!-- Spring AI -->
 21 <!--        <spring-ai.version>1.0.0-SNAPSHOT</spring-ai.version>-->
 22         <spring-ai.version>1.0.0-M5</spring-ai.version>
 23 
 24         <spring-ai-alibaba.version>1.0.0-M5.1</spring-ai-alibaba.version>
 25 
 26         <!-- utils -->
 27         <commons-lang3.version>3.14.0</commons-lang3.version>
 28 
 29         <!-- 测试工具类-->
 30         <jupiter.version>5.11.4</jupiter.version>
 31         <lombok.version>1.18.24</lombok.version>
 32     </properties>
 33     <dependencies>
 34         <dependency>
 35             <groupId>org.springframework.boot</groupId>
 36             <artifactId>spring-boot-starter-web</artifactId>
 37         </dependency>
 38         <dependency>
 39             <groupId>com.alibaba.cloud.ai</groupId>
 40             <artifactId>spring-ai-alibaba-starter</artifactId>
 41             <version>${spring-ai-alibaba.version}</version>
 42         </dependency>
 43 <!--        <dependency>-->
 44 <!--            <groupId>org.springframework.ai</groupId>-->
 45 <!--            <artifactId>spring-ai-openai-spring-boot-starter</artifactId>-->
 46 <!--        </dependency>-->
 47 <!--        <dependency>-->
 48 <!--            <groupId>org.springframework.ai</groupId>-->
 49 <!--            <artifactId>spring-ai-ollama-spring-boot-starter</artifactId>-->
 50 <!--        </dependency>-->
 51         <dependency>
 52             <groupId>org.springframework.ai</groupId>
 53             <artifactId>spring-ai-pdf-document-reader</artifactId>
 54             <version>${spring-ai.version}</version>
 55         </dependency>
 56         <dependency>
 57             <groupId>org.springframework.ai</groupId>
 58             <artifactId>spring-ai-elasticsearch-store-spring-boot-starter</artifactId>
 59             <version>${spring-ai.version}</version>
 60         </dependency>
 61         <dependency>
 62             <groupId>javax.annotation</groupId>
 63             <artifactId>javax.annotation-api</artifactId>
 64             <version>1.3.2</version>
 65         </dependency>
 66         <dependency>
 67             <groupId>org.apache.commons</groupId>
 68             <artifactId>commons-lang3</artifactId>
 69         </dependency>
 70         <dependency>
 71             <groupId>org.projectlombok</groupId>
 72             <artifactId>lombok</artifactId>
 73             <scope>provided</scope>
 74         </dependency>
 75         <!-- 测试和开发依赖 -->
 76         <dependency>
 77             <groupId>org.springframework.boot</groupId>
 78             <artifactId>spring-boot-starter-test</artifactId>
 79             <scope>test</scope>
 80         </dependency>
 81         <!-- JUnit Jupiter API -->
 82         <dependency>
 83             <groupId>org.junit.jupiter</groupId>
 84             <artifactId>junit-jupiter-api</artifactId>
 85             <version>${jupiter.version}</version>
 86             <scope>test</scope>
 87         </dependency>
 88     </dependencies>
 89     <dependencyManagement>
 90         <dependencies>
 91             <dependency>
 92                 <groupId>org.springframework.boot</groupId>
 93                 <artifactId>spring-boot-dependencies</artifactId>
 94                 <version>${spring-boot.version}</version>
 95                 <type>pom</type>
 96                 <scope>import</scope>
 97             </dependency>
 98             <dependency>
 99                 <groupId>org.springframework.ai</groupId>
100                 <artifactId>spring-ai-bom</artifactId>
101                 <version>${spring-ai.version}</version>
102                 <type>pom</type>
103                 <scope>import</scope>
104             </dependency>
105             <dependency>
106                 <groupId>com.alibaba.cloud.ai</groupId>
107                 <artifactId>spring-ai-alibaba-starter</artifactId>
108                 <version>${spring-ai-alibaba.version}</version>
109             </dependency>
110         </dependencies>
111     </dependencyManagement>
112     <build>
113         <plugins>
114             <plugin>
115                 <groupId>org.springframework.boot</groupId>
116                 <artifactId>spring-boot-maven-plugin</artifactId>
117                 <version>${spring-boot.version}</version>
118                 <executions>
119                     <execution>
120                         <goals>
121                             <goal>repackage</goal>
122                         </goals>
123                     </execution>
124                 </executions>
125                 <configuration>
126                     <mainClass>au.spai.SpaiAPP</mainClass> <!-- 指定主类 -->
127                 </configuration>
128             </plugin>
129             <!-- 显式配置编译器插件 -->
130             <plugin>
131                 <groupId>org.apache.maven.plugins</groupId>
132                 <artifactId>maven-compiler-plugin</artifactId>
133                 <version>${maven-compiler-plugin.version}</version>
134                 <configuration>
135                     <source>17</source> <!-- 直接写死版本,避免属性未解析 -->
136                     <target>17</target>
137                     <encoding>${project.build.sourceEncoding}</encoding>
138                     <!-- 若使用 Lombok,添加注解处理器路径 -->
139                     <annotationProcessorPaths>
140                         <path>
141                             <groupId>org.projectlombok</groupId>
142                             <artifactId>lombok</artifactId>
143                             <version>${lombok.version}</version>
144                         </path>
145                     </annotationProcessorPaths>
146                 </configuration>
147             </plugin>
148 <!--            <plugin>-->
149 <!--                <groupId>org.apache.maven.plugins</groupId>-->
150 <!--                <artifactId>maven-deploy-plugin</artifactId>-->
151 <!--                <version>${maven-deploy-plugin.version}</version>-->
152 <!--                <configuration>-->
153 <!--                    <skip>true</skip>-->
154 <!--                </configuration>-->
155 <!--            </plugin>-->
156         </plugins>
157     </build>
158     <repositories>
159         <repository>
160             <id>spring-milestones</id>
161             <name>Spring Milestones</name>
162             <url>https://repo.spring.io/milestone</url>
163             <snapshots>
164                 <enabled>false</enabled>
165             </snapshots>
166         </repository>
167         <repository>
168             <id>spring-snapshots</id>
169             <name>Spring Snapshots</name>
170             <url>https://repo.spring.io/snapshot</url>
171             <releases>
172                 <enabled>false</enabled>
173             </releases>
174         </repository>
175         <repository>
176             <id>aliyunmaven</id>
177             <name>aliyun</name>
178             <url>https://maven.aliyun.com/repository/public</url>
179         </repository>
180         <repository>
181             <id>snapshots-repo</id>
182             <url>https://oss.sonatype.org/content/repositories/snapshots/</url>
183         </repository>
184     </repositories>
185 </project>
View Code
<?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>${spring-ai-alibaba.version}</version></dependency>
<!--        <dependency>-->
<!--            <groupId>org.springframework.ai</groupId>-->
<!--            <artifactId>spring-ai-openai-spring-boot-starter</artifactId>-->
<!--        </dependency>-->
<!--        <dependency>-->
<!--            <groupId>org.springframework.ai</groupId>-->
<!--            <artifactId>spring-ai-ollama-spring-boot-starter</artifactId>-->
<!--        </dependency>--><dependency><groupId>javax.annotation</groupId><artifactId>javax.annotation-api</artifactId><version>1.3.2</version></dependency><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-pdf-document-reader</artifactId><version>${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>
View Code

 

项目application.yml

spring:application:name: prompt-exampleelasticsearch:uris: http://localhost:9200ai:dashscope:api-key: sk-你的apikeyvectorstore:elasticsearch:index-name: spring-ai-alibaba-indexsimilarity: cosinedimensions: 1536
View Code

 

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