聊聊Spring AI autoconfigure模块的拆分

序

本文主要研究一下Spring AI autoconfigure模块的拆分

v1.0.0-M6版本

(base) ➜  spring-ai-spring-boot-autoconfigure git:(v1.0.0-M6) tree -L 9
.
├── pom.xml
├── src
│   ├── main
│   │   ├── java
│   │   │   └── org
│   │   │       └── springframework
│   │   │           └── ai
│   │   │               └── autoconfigure
│   │   │                   ├── anthropic
│   │   │                   │   ├── AnthropicAutoConfiguration.java
│   │   │                   │   ├── AnthropicChatProperties.java
│   │   │                   │   └── AnthropicConnectionProperties.java
│   │   │                   ├── azure
│   │   │                   │   └── openai
│   │   │                   ├── bedrock
│   │   │                   │   ├── BedrockAwsConnectionConfiguration.java
│   │   │                   │   ├── BedrockAwsConnectionProperties.java
│   │   │                   │   ├── cohere
│   │   │                   │   ├── converse
│   │   │                   │   └── titan
│   │   │                   ├── chat
│   │   │                   │   ├── client
│   │   │                   │   ├── memory
│   │   │                   │   ├── model
│   │   │                   │   └── observation
│   │   │                   ├── embedding
│   │   │                   │   └── observation
│   │   │                   ├── huggingface
│   │   │                   │   ├── HuggingfaceChatAutoConfiguration.java
│   │   │                   │   └── HuggingfaceChatProperties.java
│   │   │                   ├── image
│   │   │                   │   └── observation
│   │   │                   ├── minimax
│   │   │                   │   ├── MiniMaxAutoConfiguration.java
│   │   │                   │   ├── MiniMaxChatProperties.java
│   │   │                   │   ├── MiniMaxConnectionProperties.java
│   │   │                   │   ├── MiniMaxEmbeddingProperties.java
│   │   │                   │   └── MiniMaxParentProperties.java
│   │   │                   ├── mistralai
│   │   │                   │   ├── MistralAiAutoConfiguration.java
│   │   │                   │   ├── MistralAiChatProperties.java
│   │   │                   │   ├── MistralAiCommonProperties.java
│   │   │                   │   ├── MistralAiEmbeddingProperties.java
│   │   │                   │   └── MistralAiParentProperties.java
│   │   │                   ├── moonshot
│   │   │                   │   ├── MoonshotAutoConfiguration.java
│   │   │                   │   ├── MoonshotChatProperties.java
│   │   │                   │   ├── MoonshotCommonProperties.java
│   │   │                   │   └── MoonshotParentProperties.java
│   │   │                   ├── oci
│   │   │                   │   └── genai
│   │   │                   ├── ollama
│   │   │                   │   ├── OllamaAutoConfiguration.java
│   │   │                   │   ├── OllamaChatProperties.java
│   │   │                   │   ├── OllamaConnectionDetails.java
│   │   │                   │   ├── OllamaConnectionProperties.java
│   │   │                   │   ├── OllamaEmbeddingProperties.java
│   │   │                   │   └── OllamaInitializationProperties.java
│   │   │                   ├── openai
│   │   │                   │   ├── OpenAiAudioSpeechProperties.java
│   │   │                   │   ├── OpenAiAudioTranscriptionProperties.java
│   │   │                   │   ├── OpenAiAutoConfiguration.java
│   │   │                   │   ├── OpenAiChatProperties.java
│   │   │                   │   ├── OpenAiConnectionProperties.java
│   │   │                   │   ├── OpenAiEmbeddingProperties.java
│   │   │                   │   ├── OpenAiImageProperties.java
│   │   │                   │   ├── OpenAiModerationProperties.java
│   │   │                   │   └── OpenAiParentProperties.java
│   │   │                   ├── postgresml
│   │   │                   │   ├── PostgresMlAutoConfiguration.java
│   │   │                   │   └── PostgresMlEmbeddingProperties.java
│   │   │                   ├── qianfan
│   │   │                   │   ├── QianFanAutoConfiguration.java
│   │   │                   │   ├── QianFanChatProperties.java
│   │   │                   │   ├── QianFanConnectionProperties.java
│   │   │                   │   ├── QianFanEmbeddingProperties.java
│   │   │                   │   ├── QianFanImageProperties.java
│   │   │                   │   └── QianFanParentProperties.java
│   │   │                   ├── retry
│   │   │                   │   ├── SpringAiRetryAutoConfiguration.java
│   │   │                   │   └── SpringAiRetryProperties.java
│   │   │                   ├── stabilityai
│   │   │                   │   ├── StabilityAiConnectionProperties.java
│   │   │                   │   ├── StabilityAiImageAutoConfiguration.java
│   │   │                   │   ├── StabilityAiImageProperties.java
│   │   │                   │   └── StabilityAiParentProperties.java
│   │   │                   ├── transformers
│   │   │                   │   ├── TransformersEmbeddingModelAutoConfiguration.java
│   │   │                   │   └── TransformersEmbeddingModelProperties.java
│   │   │                   ├── vectorstore
│   │   │                   │   ├── CommonVectorStoreProperties.java
│   │   │                   │   ├── azure
│   │   │                   │   ├── cassandra
│   │   │                   │   ├── chroma
│   │   │                   │   ├── cosmosdb
│   │   │                   │   ├── elasticsearch
│   │   │                   │   ├── gemfire
│   │   │                   │   ├── hanadb
│   │   │                   │   ├── mariadb
│   │   │                   │   ├── milvus
│   │   │                   │   ├── mongo
│   │   │                   │   ├── neo4j
│   │   │                   │   ├── observation
│   │   │                   │   ├── opensearch
│   │   │                   │   ├── oracle
│   │   │                   │   ├── pgvector
│   │   │                   │   ├── pinecone
│   │   │                   │   ├── qdrant
│   │   │                   │   ├── redis
│   │   │                   │   ├── typesense
│   │   │                   │   └── weaviate
│   │   │                   ├── vertexai
│   │   │                   │   ├── embedding
│   │   │                   │   └── gemini
│   │   │                   ├── watsonxai
│   │   │                   │   ├── WatsonxAiAutoConfiguration.java
│   │   │                   │   ├── WatsonxAiChatProperties.java
│   │   │                   │   ├── WatsonxAiConnectionProperties.java
│   │   │                   │   └── WatsonxAiEmbeddingProperties.java
│   │   │                   └── zhipuai
│   │   │                       ├── ZhiPuAiAutoConfiguration.java
│   │   │                       ├── ZhiPuAiChatProperties.java
│   │   │                       ├── ZhiPuAiConnectionProperties.java
│   │   │                       ├── ZhiPuAiEmbeddingProperties.java
│   │   │                       ├── ZhiPuAiImageProperties.java
│   │   │                       └── ZhiPuAiParentProperties.java
│   │   └── resources
│   │       └── META-INF
│   │           ├── additional-spring-configuration-metadata.json
│   │           └── spring
│   │               └── org.springframework.boot.autoconfigure.AutoConfiguration.imports
│   └── test
│       ├── java
│       │   └── org
│       │       └── springframework
│       │           └── ai
│       │               └── autoconfigure
│       │                   ├── anthropic
│       │                   │   ├── AnthropicAutoConfigurationIT.java
│       │                   │   ├── AnthropicPropertiesTests.java
│       │                   │   └── tool
│       │                   ├── azure
│       │                   │   ├── AzureOpenAiAutoConfigurationIT.java
│       │                   │   ├── AzureOpenAiAutoConfigurationPropertyTests.java
│       │                   │   ├── AzureOpenAiDirectOpenAiAutoConfigurationIT.java
│       │                   │   └── tool
│       │                   ├── bedrock
│       │                   │   ├── BedrockAwsConnectionConfigurationIT.java
│       │                   │   ├── BedrockTestUtils.java
│       │                   │   ├── RequiresAwsCredentials.java
│       │                   │   ├── cohere
│       │                   │   ├── converse
│       │                   │   └── titan
│       │                   ├── chat
│       │                   │   ├── client
│       │                   │   ├── memory
│       │                   │   ├── model
│       │                   │   └── observation
│       │                   ├── embedding
│       │                   │   └── observation
│       │                   ├── huggingface
│       │                   │   └── HuggingfaceChatAutoConfigurationIT.java
│       │                   ├── image
│       │                   │   └── observation
│       │                   ├── minimax
│       │                   │   ├── FunctionCallbackInPromptIT.java
│       │                   │   ├── FunctionCallbackWithPlainFunctionBeanIT.java
│       │                   │   ├── MiniMaxAutoConfigurationIT.java
│       │                   │   ├── MiniMaxFunctionCallbackIT.java
│       │                   │   ├── MiniMaxPropertiesTests.java
│       │                   │   └── MockWeatherService.java
│       │                   ├── mistralai
│       │                   │   ├── MistralAiAutoConfigurationIT.java
│       │                   │   ├── MistralAiPropertiesTests.java
│       │                   │   └── tool
│       │                   ├── moonshot
│       │                   │   ├── MoonshotAutoConfigurationIT.java
│       │                   │   ├── MoonshotPropertiesTests.java
│       │                   │   └── tool
│       │                   ├── oci
│       │                   │   └── genai
│       │                   ├── ollama
│       │                   │   ├── BaseOllamaIT.java
│       │                   │   ├── OllamaChatAutoConfigurationIT.java
│       │                   │   ├── OllamaChatAutoConfigurationTests.java
│       │                   │   ├── OllamaEmbeddingAutoConfigurationIT.java
│       │                   │   ├── OllamaEmbeddingAutoConfigurationTests.java
│       │                   │   ├── OllamaImage.java
│       │                   │   └── tool
│       │                   ├── openai
│       │                   │   ├── OpenAiAutoConfigurationIT.java
│       │                   │   ├── OpenAiPropertiesTests.java
│       │                   │   ├── OpenAiResponseFormatPropertiesTests.java
│       │                   │   └── tool
│       │                   ├── postgresml
│       │                   │   ├── PostgresMlAutoConfigurationIT.java
│       │                   │   └── PostgresMlEmbeddingPropertiesTests.java
│       │                   ├── qianfan
│       │                   │   ├── QianFanAutoConfigurationIT.java
│       │                   │   └── QianFanPropertiesTests.java
│       │                   ├── retry
│       │                   │   ├── SpringAiRetryAutoConfigurationIT.java
│       │                   │   └── SpringAiRetryPropertiesTests.java
│       │                   ├── stabilityai
│       │                   │   ├── StabilityAiAutoConfigurationIT.java
│       │                   │   └── StabilityAiImagePropertiesTests.java
│       │                   ├── transformers
│       │                   │   └── TransformersEmbeddingModelAutoConfigurationIT.java
│       │                   ├── vectorstore
│       │                   │   ├── azure
│       │                   │   ├── cassandra
│       │                   │   ├── chroma
│       │                   │   ├── cosmosdb
│       │                   │   ├── elasticsearch
│       │                   │   ├── gemfire
│       │                   │   ├── hanadb
│       │                   │   ├── mariadb
│       │                   │   ├── milvus
│       │                   │   ├── mongo
│       │                   │   ├── neo4j
│       │                   │   ├── observation
│       │                   │   ├── opensearch
│       │                   │   ├── oracle
│       │                   │   ├── pgvector
│       │                   │   ├── pinecone
│       │                   │   ├── qdrant
│       │                   │   ├── redis
│       │                   │   ├── typesense
│       │                   │   └── weaviate
│       │                   ├── vertexai
│       │                   │   ├── embedding
│       │                   │   └── gemini
│       │                   ├── watsonxai
│       │                   │   └── WatsonxAiAutoConfigurationTests.java
│       │                   └── zhipuai
│       │                       ├── ZhiPuAiAutoConfigurationIT.java
│       │                       ├── ZhiPuAiPropertiesTests.java
│       │                       └── tool
│       ├── kotlin
│       │   └── org
│       │       └── springframework
│       │           └── ai
│       │               └── autoconfigure
│       │                   └── ollama
│       │                       └── tool
│       └── resources
│           ├── application-test.properties
│           ├── oracle
│           │   └── initialize.sql
│           ├── speech
│           │   └── jfk.flac
│           └── spring_framework.png
└── target├── classes│   └── META-INF│       ├── additional-spring-configuration-metadata.json│       └── spring│           └── org.springframework.boot.autoconfigure.AutoConfiguration.imports├── generated-sources│   └── annotations├── generated-test-sources│   └── test-annotations└── test-classes├── application-test.properties├── oracle│   └── initialize.sql├── speech│   └── jfk.flac└── spring_framework.png

改变前的spring-ai-spring-boot-autoconfigure把所有的耦合在一个模块了

pom.xml

<?xml version="1.0" encoding="UTF-8"?>
<project xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"xmlns="http://maven.apache.org/POM/4.0.0"xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd"><modelVersion>4.0.0</modelVersion><parent><groupId>org.springframework.ai</groupId><artifactId>spring-ai</artifactId><version>1.0.0-M6</version></parent><artifactId>spring-ai-spring-boot-autoconfigure</artifactId><packaging>jar</packaging><name>Spring AI Auto Configuration</name><description>Spring AI Auto Configuration</description><url>https://github.com/spring-projects/spring-ai</url><scm><url>https://github.com/spring-projects/spring-ai</url><connection>git://github.com/spring-projects/spring-ai.git</connection><developerConnection>git@github.com:spring-projects/spring-ai.git</developerConnection></scm><dependencies><dependency><groupId>com.google.protobuf</groupId><artifactId>protobuf-java</artifactId><version>${protobuf-java.version}</version><optional>true</optional></dependency><!-- production dependencies --><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter</artifactId></dependency><dependency><groupId>io.micrometer</groupId><artifactId>micrometer-tracing-bridge-otel</artifactId><optional>true</optional></dependency><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-mcp</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><dependency><groupId>io.modelcontextprotocol.sdk</groupId><artifactId>mcp-spring-webflux</artifactId><version>${mcp.sdk.version}</version><optional>true</optional></dependency><dependency><groupId>io.modelcontextprotocol.sdk</groupId><artifactId>mcp-spring-webmvc</artifactId><version>${mcp.sdk.version}</version><optional>true</optional></dependency><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-openai</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-postgresml</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-azure-openai</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-oci-genai</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-huggingface</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-ollama</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><!-- Transformers Embedding Model --><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-transformers</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><!-- Pinecone Vector Store--><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-pinecone-store</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><!-- Because of Pinecone compatability issues downgradenetty-codec-http2 from 4.1.101.Final to 4.1.100.Final --><dependency><groupId>io.netty</groupId><artifactId>netty-codec-http2</artifactId><version>4.1.100.Final</version><optional>true</optional></dependency><!-- Milvus Vector Store --><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-milvus-store</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><!-- Oracle AI Vector Search Store --><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-oracle-store</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><!-- TEMP: Workaround until Spring Boot updates its Oracle version --><dependency><groupId>com.oracle.database.jdbc</groupId><artifactId>ojdbc11</artifactId><optional>true</optional></dependency><dependency><groupId>com.oracle.database.jdbc</groupId><artifactId>ucp</artifactId><optional>true</optional></dependency><dependency><groupId>com.oracle.database.ha</groupId><artifactId>simplefan</artifactId><optional>true</optional></dependency><!-- PG Vector Store--><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-pgvector-store</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><!-- SAP Hana Cloud Vector Store--><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-hanadb-store</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><dependency><groupId>com.pgvector</groupId><artifactId>pgvector</artifactId><version>${pgvector.version}</version><optional>true</optional></dependency><dependency><groupId>org.postgresql</groupId><artifactId>postgresql</artifactId><optional>true</optional></dependency><!-- MariaDB Vector Store--><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-mariadb-store</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><dependency><groupId>org.mariadb.jdbc</groupId><artifactId>mariadb-java-client</artifactId><version>${mariadb.version}</version><optional>true</optional></dependency><!-- Chroma Vector Store --><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-chroma-store</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><!-- Azure Vector Store --><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-azure-store</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><!-- Apache Cassandra Vector Store --><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-cassandra-store</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><!-- Weaviate Vector Store --><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-weaviate-store</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><!-- Redis Vector Store--><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-redis-store</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><dependency><groupId>org.springframework.data</groupId><artifactId>spring-data-redis</artifactId><optional>true</optional></dependency><!-- Override Jedis version --><dependency><groupId>redis.clients</groupId><artifactId>jedis</artifactId><version>5.1.0</version><optional>true</optional></dependency><!-- Vertex AI Embedding --><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-vertex-ai-embedding</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><!-- Vertex AI Gemini --><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-vertex-ai-gemini</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><!-- Stability AI LLM --><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-stability-ai</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><!-- WatsonX AI  --><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-watsonx-ai</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><!-- Bedrock --><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-bedrock</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><!-- Bedrock  Converse --><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-bedrock-converse</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><!-- Mistral AI LLM --><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-mistral-ai</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-configuration-processor</artifactId><optional>true</optional></dependency><!-- Neo4j Vector Store--><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-neo4j-store</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><!-- Qdrant Vector Store--><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-qdrant-store</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-mongodb-atlas-store</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-anthropic</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><!-- Elasticsearch Vector Store--><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-elasticsearch-store</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-gemfire-store</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-minimax</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-zhipuai</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><!-- Moonshot AI  --><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-moonshot</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-qianfan</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><!-- Typesense vector store --><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-typesense-store</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><!-- OpenSearch vector store --><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-opensearch-store</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><dependency><groupId>software.amazon.awssdk</groupId><artifactId>apache-client</artifactId><version>${awssdk.version}</version><optional>true</optional></dependency><!-- Azure Cosmos DB vector store --><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-azure-cosmos-db-store</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><!-- test dependencies --><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-test</artifactId><version>${project.parent.version}</version><scope>test</scope></dependency><dependency><groupId>com.oracle.oci.sdk</groupId><artifactId>oci-java-sdk-common</artifactId><version>${oci-sdk-version}</version><scope>test</scope></dependency><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter-test</artifactId><scope>test</scope></dependency><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter-jdbc</artifactId><scope>test</scope></dependency><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-testcontainers</artifactId><scope>test</scope></dependency><dependency><groupId>org.testcontainers</groupId><artifactId>testcontainers</artifactId><scope>test</scope></dependency><dependency><groupId>org.testcontainers</groupId><artifactId>ollama</artifactId><scope>test</scope></dependency><dependency><groupId>org.testcontainers</groupId><artifactId>postgresql</artifactId><scope>test</scope></dependency><dependency><groupId>org.testcontainers</groupId><artifactId>oracle-free</artifactId><scope>test</scope></dependency><dependency><groupId>org.testcontainers</groupId><artifactId>mariadb</artifactId><scope>test</scope></dependency><dependency><groupId>org.testcontainers</groupId><artifactId>junit-jupiter</artifactId><scope>test</scope></dependency><dependency><groupId>org.testcontainers</groupId><artifactId>cassandra</artifactId><scope>test</scope></dependency><dependency><groupId>com.redis</groupId><artifactId>testcontainers-redis</artifactId><version>2.2.0</version><scope>test</scope></dependency><dependency><groupId>org.awaitility</groupId><artifactId>awaitility</artifactId><scope>test</scope></dependency><dependency><groupId>org.testcontainers</groupId><artifactId>neo4j</artifactId><scope>test</scope></dependency><dependency><groupId>org.testcontainers</groupId><artifactId>chromadb</artifactId><scope>test</scope></dependency><dependency><groupId>org.testcontainers</groupId><artifactId>localstack</artifactId><scope>test</scope></dependency><dependency><groupId>org.testcontainers</groupId><artifactId>milvus</artifactId><scope>test</scope></dependency><dependency><groupId>org.testcontainers</groupId><artifactId>mongodb</artifactId><version>1.20.2</version><scope>test</scope></dependency><dependency><groupId>org.testcontainers</groupId><artifactId>qdrant</artifactId><scope>test</scope></dependency><dependency><groupId>org.testcontainers</groupId><artifactId>elasticsearch</artifactId><scope>test</scope></dependency><dependency><groupId>org.testcontainers</groupId><artifactId>typesense</artifactId><version>1.20.4</version><scope>test</scope></dependency><dependency><groupId>org.testcontainers</groupId><artifactId>weaviate</artifactId><scope>test</scope></dependency><dependency><groupId>org.opensearch</groupId><artifactId>opensearch-testcontainers</artifactId><version>2.0.1</version><scope>test</scope></dependency><dependency><groupId>org.skyscreamer</groupId><artifactId>jsonassert</artifactId><version>1.5.0</version><scope>test</scope></dependency><dependency><groupId>dev.gemfire</groupId><artifactId>gemfire-testcontainers</artifactId><version>2.3.0</version><scope>test</scope></dependency><dependency><groupId>io.micrometer</groupId><artifactId>micrometer-observation-test</artifactId><scope>test</scope></dependency><dependency><groupId>com.fasterxml.jackson.module</groupId><artifactId>jackson-module-kotlin</artifactId><scope>test</scope></dependency></dependencies></project>

其pom.xml文件通过设置optional为true来解决编译问题

spring-ai-starter-ollama/pom.xml

spring-ai-spring-boot-starters/spring-ai-starter-ollama/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/maven-v4_0_0.xsd"><modelVersion>4.0.0</modelVersion><parent><groupId>org.springframework.ai</groupId><artifactId>spring-ai</artifactId><version>1.0.0-M6</version><relativePath>../../pom.xml</relativePath></parent><artifactId>spring-ai-ollama-spring-boot-starter</artifactId><packaging>jar</packaging><name>Spring AI Starter - Ollama</name><description>Spring AI Ollama Auto Configuration</description><url>https://github.com/spring-projects/spring-ai</url><scm><url>https://github.com/spring-projects/spring-ai</url><connection>git://github.com/spring-projects/spring-ai.git</connection><developerConnection>git@github.com:spring-projects/spring-ai.git</developerConnection></scm><dependencies><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter</artifactId></dependency><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-spring-boot-autoconfigure</artifactId><version>${project.parent.version}</version></dependency><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-ollama</artifactId><version>${project.parent.version}</version></dependency></dependencies></project>

spring-ai-starter-ollama的pom.xml则引入了spring-ai-ollama和spring-ai-spring-boot-autoconfigure依赖

改动后的版本

(base) ➜  auto-configurations git:(main) tree -L 3
.
├── common
│   └── spring-ai-autoconfigure-retry
│       ├── pom.xml
│       └── src
├── mcp
│   ├── spring-ai-autoconfigure-mcp-client
│   │   ├── pom.xml
│   │   └── src
│   └── spring-ai-autoconfigure-mcp-server
│       ├── pom.xml
│       └── src
├── models
│   ├── chat
│   │   ├── client
│   │   ├── memory
│   │   └── observation
│   ├── embedding
│   │   └── observation
│   ├── image
│   │   └── observation
│   ├── spring-ai-autoconfigure-model-anthropic
│   │   ├── pom.xml
│   │   └── src
│   ├── spring-ai-autoconfigure-model-azure-openai
│   │   ├── pom.xml
│   │   └── src
│   ├── spring-ai-autoconfigure-model-bedrock-ai
│   │   ├── pom.xml
│   │   └── src
│   ├── spring-ai-autoconfigure-model-huggingface
│   │   ├── pom.xml
│   │   └── src
│   ├── spring-ai-autoconfigure-model-minimax
│   │   ├── pom.xml
│   │   └── src
│   ├── spring-ai-autoconfigure-model-mistral-ai
│   │   ├── pom.xml
│   │   └── src
│   ├── spring-ai-autoconfigure-model-oci-genai
│   │   ├── pom.xml
│   │   └── src
│   ├── spring-ai-autoconfigure-model-ollama
│   │   ├── pom.xml
│   │   └── src
│   ├── spring-ai-autoconfigure-model-openai
│   │   ├── pom.xml
│   │   └── src
│   ├── spring-ai-autoconfigure-model-postgresml-embedding
│   │   ├── pom.xml
│   │   └── src
│   ├── spring-ai-autoconfigure-model-stability-ai
│   │   ├── pom.xml
│   │   └── src
│   ├── spring-ai-autoconfigure-model-transformers
│   │   ├── pom.xml
│   │   └── src
│   ├── spring-ai-autoconfigure-model-vertex-ai
│   │   ├── pom.xml
│   │   └── src
│   ├── spring-ai-autoconfigure-model-zhipuai
│   │   ├── pom.xml
│   │   └── src
│   └── tool
│       └── spring-ai-autoconfigure-model-tool
└── vector-stores├── spring-ai-autoconfigure-vector-store-azure│   ├── pom.xml│   └── src├── spring-ai-autoconfigure-vector-store-azure-cosmos-db│   ├── pom.xml│   └── src├── spring-ai-autoconfigure-vector-store-cassandra│   ├── pom.xml│   └── src├── spring-ai-autoconfigure-vector-store-chroma│   ├── pom.xml│   └── src├── spring-ai-autoconfigure-vector-store-couchbase│   ├── pom.xml│   └── src├── spring-ai-autoconfigure-vector-store-elasticsearch│   ├── pom.xml│   └── src├── spring-ai-autoconfigure-vector-store-gemfire│   ├── pom.xml│   └── src├── spring-ai-autoconfigure-vector-store-hanadb│   ├── pom.xml│   └── src├── spring-ai-autoconfigure-vector-store-mariadb│   ├── pom.xml│   └── src├── spring-ai-autoconfigure-vector-store-milvus│   ├── pom.xml│   └── src├── spring-ai-autoconfigure-vector-store-mongodb-atlas│   ├── pom.xml│   └── src├── spring-ai-autoconfigure-vector-store-neo4j│   ├── pom.xml│   └── src├── spring-ai-autoconfigure-vector-store-observation│   ├── pom.xml│   └── src├── spring-ai-autoconfigure-vector-store-opensearch│   ├── pom.xml│   └── src├── spring-ai-autoconfigure-vector-store-oracle│   ├── pom.xml│   └── src├── spring-ai-autoconfigure-vector-store-pgvector│   ├── pom.xml│   └── src├── spring-ai-autoconfigure-vector-store-pinecone│   ├── pom.xml│   └── src├── spring-ai-autoconfigure-vector-store-qdrant│   ├── pom.xml│   └── src├── spring-ai-autoconfigure-vector-store-redis│   ├── pom.xml│   └── src├── spring-ai-autoconfigure-vector-store-typesense│   ├── pom.xml│   └── src└── spring-ai-autoconfigure-vector-store-weaviate├── pom.xml└── src

拆分后，原本一个spring-ai-spring-boot-autoconfigure模块拆分出了N个模块，每个模块只关注自己的依赖，好处是避免模块出现依赖冲突

spring-ai-autoconfigure-model-ollama/pom.xml

auto-configurations/models/spring-ai-autoconfigure-model-ollama/pom.xml

<?xml version="1.0" encoding="UTF-8"?>
<project xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"xmlns="http://maven.apache.org/POM/4.0.0"xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd"><modelVersion>4.0.0</modelVersion><parent><groupId>org.springframework.ai</groupId><artifactId>spring-ai-parent</artifactId><version>1.0.0-SNAPSHOT</version><relativePath>../../../pom.xml</relativePath></parent><artifactId>spring-ai-autoconfigure-model-ollama</artifactId><packaging>jar</packaging><name>Spring AI Ollama Auto Configuration</name><description>Spring AI Ollama Auto Configuration</description><url>https://github.com/spring-projects/spring-ai</url><scm><url>https://github.com/spring-projects/spring-ai</url><connection>git://github.com/spring-projects/spring-ai.git</connection><developerConnection>git@github.com:spring-projects/spring-ai.git</developerConnection></scm><dependencies><!-- Spring AI dependencies --><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-ollama</artifactId><version>${project.parent.version}</version><optional>true</optional></dependency><!-- Spring AI auto configurations --><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-autoconfigure-model-tool</artifactId><version>${project.parent.version}</version></dependency><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-autoconfigure-model-chat-observation</artifactId><version>${project.parent.version}</version></dependency><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-autoconfigure-model-embedding-observation</artifactId><version>${project.parent.version}</version></dependency><!-- Boot dependencies --><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter</artifactId><optional>true</optional></dependency><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-configuration-processor</artifactId><optional>true</optional></dependency><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-autoconfigure-processor</artifactId><optional>true</optional></dependency><!-- Test dependencies --><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-test</artifactId><version>${project.parent.version}</version><scope>test</scope></dependency><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter-test</artifactId><scope>test</scope></dependency><dependency><groupId>org.mockito</groupId><artifactId>mockito-core</artifactId><scope>test</scope></dependency><dependency><groupId>org.testcontainers</groupId><artifactId>junit-jupiter</artifactId><scope>test</scope></dependency><dependency><groupId>org.testcontainers</groupId><artifactId>ollama</artifactId><scope>test</scope></dependency><dependency><groupId>com.fasterxml.jackson.module</groupId><artifactId>jackson-module-kotlin</artifactId><scope>test</scope></dependency></dependencies></project>

spring-ai-autoconfigure-model-ollama的pom.xml除了Spring AI auto configurations、Boot dependencies的依赖外，只引入了spring-ai-ollama的依赖

spring-ai-starter-model-ollama/pom.xml

spring-ai-spring-boot-starters/spring-ai-starter-model-ollama/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/maven-v4_0_0.xsd"><modelVersion>4.0.0</modelVersion><parent><groupId>org.springframework.ai</groupId><artifactId>spring-ai-parent</artifactId><version>1.0.0-SNAPSHOT</version><relativePath>../../pom.xml</relativePath></parent><artifactId>spring-ai-starter-model-ollama</artifactId><packaging>jar</packaging><name>Spring AI Starter - Ollama</name><description>Spring AI Ollama Spring Boot Starter</description><url>https://github.com/spring-projects/spring-ai</url><scm><url>https://github.com/spring-projects/spring-ai</url><connection>git://github.com/spring-projects/spring-ai.git</connection><developerConnection>git@github.com:spring-projects/spring-ai.git</developerConnection></scm><dependencies><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter</artifactId></dependency><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-autoconfigure-model-ollama</artifactId><version>${project.parent.version}</version></dependency><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-ollama</artifactId><version>${project.parent.version}</version></dependency><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-autoconfigure-model-chat-client</artifactId><version>${project.parent.version}</version></dependency><dependency><groupId>org.springframework.ai</groupId><artifactId>spring-ai-autoconfigure-model-chat-memory</artifactId><version>${project.parent.version}</version></dependency></dependencies></project>

spring-ai-starter-model-ollama的pom.xml则引入spring-ai-ollama和spring-ai-autoconfigure-model-ollama

小结

Spring AI的1.0.0-M7版本及以后重构了autoconfigure模块，具体是将spring-ai-spring-boot-autoconfigure模块拆分出了N个模块，每个模块只关注自己的依赖，好处是避免出现依赖冲突。

doc

• 聊聊Spring AI 1.0.0-SNAPSHOT的变更