Docker Compose

Spring AI provides Spring Boot auto-configuration for establishing a connection to a model service or vector store running via Docker Compose. To enable it, add the following dependency to your project’s Maven pom.xml file:

<dependency>
   <groupId>org.springframework.ai</groupId>
   <artifactId>spring-ai-spring-boot-docker-compose</artifactId>
</dependency>

or to your Gradle build.gradle build file.

dependencies {
    implementation 'org.springframework.ai:spring-ai-spring-boot-docker-compose'
}

Refer to the Dependency Management section to add the Spring AI BOM to your build file.

Service Connections

The following service connection factories are provided in the spring-ai-spring-boot-docker-compose module:

Connection Details

Matched on

AwsOpenSearchConnectionDetails

Containers named localstack/localstack

ChromaConnectionDetails

Containers named chromadb/chroma, ghcr.io/chroma-core/chroma

MongoConnectionDetails

Containers named mongodb/mongodb-atlas-local

OllamaConnectionDetails

Containers named ollama/ollama

OpenSearchConnectionDetails

Containers named opensearchproject/opensearch

QdrantConnectionDetails

Containers named qdrant/qdrant

TypesenseConnectionDetails

Containers named typesense/typesense

WeaviateConnectionDetails

Containers named semitechnologies/weaviate, cr.weaviate.io/semitechnologies/weaviate