当前位置：首页 > article >正文

聊聊Spring AI autoconfigure模块的拆分

article 2025/10/6 13:56:56

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

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 │ │ │ └…...

编程日记 2025/7/8 20:47:57

【Elastsearch】如何获取已创建的api keys

『这种方法其实无法获取秘钥，只是获取了秘钥的名字等信息』在Elasticsearch中，可以通过API获取已创建的API密钥（API keys）。以下是具体步骤和示例： 1.使用GET请求获取API密钥 Elasticsearch提供了GETAPI，用…...

编程日记 2025/9/13 12:05:57

Flutter异步原理-Future

前言在 Dart 中，谈到异步就离不开 Future。无论是 .then()、还是 await，它们背后运作的都是一个私有实现类：_Future ，我们平时使用的 Future 只是一个抽象接口，其真正的实现逻辑由_Future 承担。 class _Future<…...

编程日记 2025/8/6 23:05:53

TRAE 配置blender MCP AI自动3D建模

BlenderMCP - Blender模型上下文协议集成 BlenderMCP通过模型上下文协议(MCP)将Blender连接到Claude AI，允许Claude直接与Blender交互并控制Blender。这种集成实现了即时辅助的3D建模、场景创建和操纵。 1.第一步下载 MCP插件(addon.py):Blender插件，在…...

编程日记 2025/9/20 11:01:19

VUE2课程计划表练习

主要练习数据变量对象以下是修正后的完整代码： //javascript export default {data() {return {list: [{ id: 1, subject: Vue.js 前端实战开发, content: 学习指令，例如 v-if、v-for、v-model 等, place: 自习室, status: false }// 可以在这里添加更…...

编程日记 2025/10/4 11:19:09

虚拟文件系统

虚拟文件系统（Virtual File System，VFS）是操作系统内核中的一个抽象层，它为不同的文件系统（如ext4、NTFS、FAT32等）提供统一的访问接口。通过VFS，用户和应用程序无需关心底层文件系统的具体差异…...

编程日记 2025/9/27 13:03:08

2025年软件工程与数据挖掘国际会议(SEDM 2025)

2025 International Conference on Software Engineering and Data Mining 一、大会信息会议简称：SEDM 2025 大会地点：中国太原收录检索：提交Ei Compendex,CPCI,CNKI,Google Scholar等二、会议简介 2025年软件开发与数据挖掘国际会议于…...

编程日记 2025/9/24 10:20:12

基于大模型预测的足月胎膜早破行阴道分娩全流程研究报告

目录一、引言 1.1 研究背景与意义 1.2 研究目的与方法 1.3 研究创新点二、胎膜早破（足月）行阴道分娩概述 2.1 胎膜早破定义与分类 2.2 足月胎膜早破行阴道分娩的现状与挑战 2.3 大模型预测引入的必要性三、大模型预测原理与技术 3.1 大模型介绍 3.2 数据收集与…...

编程日记 2025/6/6 21:59:42

学习记录：DAY28

DispatcherController 功能完善与接口文档编写前言没什么动力说废话了。今天来完善 DispatcherController 的功能，然后写写接口文档。日程早上：本来只有早八，但是早上摸鱼了，罪过罪过。下午：把 DispatcherContro…...

编程日记 2025/9/21 1:26:38

软件系统中功能模型 vs 数据模型对比解析

功能模型 vs 数据模型对比解析一、功能模型（Functional Model） 定义：描述系统做什么（业务逻辑与操作流程） 核心关注：行为、交互、业务流程建模工具： 用例图（UML Use Case Dia…...

编程日记 2025/7/14 2:48:01

.NET高频技术点（持续更新中）

1. .NET 框架概述 .NET 框架的发展历程.NET Core 与 .NET Framework 的区别.NET 5 及后续版本的统一平台 2. C# 语言特性异步编程（async/await）LINQ（Language Integrated Query）泛型与集合委托与事件属性与索引器 3. ASP.NET…...

编程日记 2025/9/19 6:13:45

pandas中的数据聚合函数：`pivot_table` 和 `groupby`有啥不同？

pivot_table 和 groupby 是 pandas 中两种常用的数据聚合方法，它们都能实现数据分组和汇总，但在使用方式和输出结构上有显著区别。 0. 基本介绍 groupby分组聚合 groupby 是 Pandas 库中的一个功能强大的方法，用于根据一个或多个列对数据进…...

编程日记 2025/10/4 19:03:49

微调大模型如何准备数据集——常用数据集，Alpaca和ShareGPT

微调大模型如何准备数据集——常用数据集，Alpaca和ShareGPT 数据集准备常用数据集自定义数据集AlpacaShareGPT数据集准备常用数据集预训练数据集 Wiki Demo (en)RefinedWeb (en)RedPajama V2 (en)Wikipedia (en)Wikipedia (zh)Pile (en)...

编程日记 2025/7/16 0:55:36

前言发现这个库用来做可视化的demo还不错，简单学习一下。官网 https://www.gradio.app/ 安装 pip install gradio -i https://pypi.tuna.tsinghua.edu.cn/simple/helloWorld 示例 import gradio as grdef greet(name):return "hello"nameifacegr…...

编程日记 2025/6/20 13:08:20

机器学习例题——预测facebook签到位置（K近邻算法）和葡萄酒质量预测（线性回归）

一、预测facebook签到位置代码展示： import pandas as pd from sklearn.preprocessing import StandardScaler from sklearn.model_selection import train_test_split from sklearn.neighbors import KNeighborsClassifier from sklearn.model_selection import…...

编程日记 2025/9/1 21:34:29

对golang中CSP的理解

概念： CSP模型，即通信顺序进程模型，是由英国计算机科学家C.A.R. Hoare于1978年提出的。该模型强调进程之间通过通道（channel）进行通信，并通过消息传递来协调并发执行的进程。CSP模型的核心思想是“不要通过…...

编程日记 2025/10/3 8:06:31

使用 pgrep 杀掉所有指定进程

使用 pgrep 杀掉所有指定进程 pgrep 是一个查找进程 ID 的工具，结合 pkill 或 kill 命令可以方便地终止指定进程。以下是几种方法： 方法1：使用 pkill（最简单） pkill 进程名例如杀掉所有名为 “firefox” 的进程&…...

编程日记 2025/7/13 12:59:07

Missashe考研日记-day36（改版说明）

Missashe考研日记-day36 改版说明经过一天的思考、纠结和尝试，博主决定对更新内容进行改版，如下：1.不再每天都发一篇日记，改为一周发一篇包含一周七天学习进度的周记，但为了标题和以前相同（强迫症&#…...

编程日记 2025/8/7 5:15:24

基于Jetson Nano与PyTorch的无人机实时目标跟踪系统搭建指南

引言：边缘计算赋能智能监控在AIoT时代，将深度学习模型部署到嵌入式设备已成为行业刚需。本文将手把手指导读者在NVIDIA Jetson Nano（4GB版本）开发板上，构建基于YOLOv5SORT算法的实时目标跟踪系统，集成无人…...

编程日记 2025/10/4 21:35:13

【LunarVim】CMake LSP配置

在 LunarVim 中为 CMakeLists.txt 文件启用代码提示（如补全和语义高亮），需要安装支持 CMake 的 LSP（语言服务器）和适当的插件。以下是完整配置指南： 1、配置流程 1.1 安装cmake-language-server 通过 Ma…...

编程日记 2025/10/4 21:08:45

Mkdocs页面如何嵌入PDF

嵌入PDF 嵌入PDF代码 ，注意PDF的相对地址 <iframe src"../个人简历.pdf (相对地址)" width"100%" height"800px" style"border: 1px solid #ccc; overflow: auto;"></iframe>我的完整代码： <d…...

编程日记 2025/9/26 4:56:47

从零开始学Flink：开启实时计算的魔法之旅

在凌晨三点的数据监控大屏前，某电商平台的技术负责人突然发现一个异常波动：支付成功率骤降15%。传统的数据仓库此时还在沉睡，而基于Flink搭建的实时风控系统早已捕捉到这个信号，自动触发预警机制。当运维团队赶到时，系…...

编程日记 2025/8/19 2:32:11

融合静态图与动态智能：重构下一代智能系统架构

引言：智能系统的分裂当前的大模型系统架构正处于两个极端之间： 动态智能体系统：依赖语言模型动态决策、自由组合任务，智能灵活但稳定性差； 静态流程图系统：具备强工程能力，可控可靠&#xf…...

编程日记 2025/10/5 17:15:56

滑动窗口-窗口中的最大/小值-单调队列

求窗口的最大值 #include <iostream> //滑动窗口最大值用单调队列q[]，q存储候选最大值的下标 //队列头是最大值的下标 using namespace std; const int N100010; int nums[N],q[N]; int hh0,tt-1;// hh 是队头指针，tt 是队尾指针，初始…...

编程日记 2025/8/8 23:36:47

Java设计模式全面详解：从基础到高级的23种模式简介

引言：设计模式概述设计模式是软件设计中常见问题的典型解决方案，它们就像预制的蓝图，你可以通过调整来解决代码中反复出现的设计问题。Java设计模式通常分为三大类：创建型模式：处理对象创建机制结构型模式：处理对象组合行为型模式：处理对象间的交互与职责分配#mermai…...

编程日记 2025/6/7 4:02:46

WORD压缩两个免费方法

日常办公和学习中，Word文档常常因为包含大量图片、图表或复杂格式而导致文件体积过大，带来诸多不便，比如邮件发送受限：许多邮箱附件限制在10-25MB，大文件无法直接发送存储空间占用：大量文档占用硬盘或云…...

编程日记 2025/10/4 23:16:57

skywalking服务安装与启动

skywalking服务安装并启动 1、介绍2、下载apache-skywalking-apm3、解压缩文件4、创建数据库及用户5、修改配置文件6、下载 MySQL JDBC 驱动7、启动 OAP Serve,需要jkd11,需指定jkd版本,可以修改文件oapService.sh8、启动 Web UI,需要jkd11,需指定jkd版本,可以修改文件oapServi…...

编程日记 2025/10/2 22:50:10