大模型应用开发实例学习笔记 - 大模型集成、RAG、Tool Calling、MCP协议、智能体.etc
大模型应用开发实例学习笔记 - 大模型集成、RAG、Tool Calling、MCP协议、智能体.etc
掌握基于Spring生态的AI应用开发，覆盖大模型集成、RAG、Tool Calling、MCP协议、智能体等核心场景。
Spring AI Alibaba 开源项目基于 Spring AI 构建，是阿里云通义系列模型及服务在 Java AI 应用开发领域的最佳实践，提供高层次的 AI API 抽象与云原生基础设施集成方案，帮助开发者快速构建 AI 应用。
示例代码版本：（注：现在的版本要高些了，这个只是为了了解学习）
JDK17
SpringBoot 3.4.0
Spring Al 1.0.0-M6
Spring AI Alibaba 1.0.0-M6.1
完整父pom：
<?xml version="1.0" encoding="UTF-8"?><projectxmlns="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 https://maven.apache.org/xsd/maven-4.0.0.xsd"><modelVersion>4.0.0</modelVersion><groupId>com.fox</groupId><artifactId>ai-demo</artifactId><version>${revision}</version><packaging>pom</packaging><name>ai-demo</name><description>ai-demo</description><properties><!-- Project revision --><revision>1.0.0</revision><project.build.sourceEncoding>UTF-8</project.build.sourceEncoding><project.reporting.outputEncoding>UTF-8</project.reporting.outputEncoding><java.version>17</java.version><maven.compiler.source>17</maven.compiler.source><maven.compiler.target>17</maven.compiler.target><!-- Spring AI --><spring-ai.version>1.0.0-M6</spring-ai.version><!-- Spring AI Alibaba --><spring-ai-alibaba.version>1.0.0-M6.1</spring-ai-alibaba.version><!-- Spring Boot --><spring-boot.version>3.4.0</spring-boot.version><!-- maven plugin --><maven-deploy-plugin.version>3.1.1</maven-deploy-plugin.version><flatten-maven-plugin.version>1.3.0</flatten-maven-plugin.version><maven-compiler-plugin.version>3.8.1</maven-compiler-plugin.version></properties><modules><module>alibaba-ai-demo</module><module>qwq-demo</module><module>higress-demo</module><module>chat-ollama-demo</module></modules><dependencyManagement><dependencies><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-dependencies</artifactId><version>${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>${spring-boot.version}</version></plugin><plugin><groupId>org.apache.maven.plugins</groupId><artifactId>maven-deploy-plugin</artifactId><version>${maven-deploy-plugin.version}</version><configuration><skip>true</skip></configuration></plugin><plugin><groupId>org.apache.maven.plugins</groupId><artifactId>maven-compiler-plugin</artifactId><version>${maven-compiler-plugin.version}</version><configuration><release>${java.version}</release><compilerArgs><compilerArg>-parameters</compilerArg></compilerArgs></configuration></plugin><plugin><groupId>org.codehaus.mojo</groupId><artifactId>flatten-maven-plugin</artifactId><version>${flatten-maven-plugin.version}</version><inherited>true</inherited><executions><execution><id>flatten</id><phase>process-resources</phase><goals><goal>flatten</goal></goals><configuration><updatePomFile>true</updatePomFile><flattenMode>ossrh</flattenMode><pomElements><distributionManagement>remove</distributionManagement><dependencyManagement>remove</dependencyManagement><repositories>remove</repositories><scm>keep</scm><url>keep</url><organization>resolve</organization></pomElements></configuration></execution><execution><id>flatten.clean</id><phase>clean</phase><goals><goal>clean</goal></goals></execution></executions></plugin></plugins></build><repositories><repository><id>spring-milestones</id><name>Spring Milestones