Add ServiceConnection support for

 * ChromaDBContainer
 * MilvusContainer
 * QdrantContainer
 * RedisStackContainer
 * WeaviateContainer
 * OllamaContainer

Add docs

document-readers/pdf-reader/pom.xml

@@ -55,6 +55,7 @@
 		<dependency>
 			<groupId>org.testcontainers</groupId>
 			<artifactId>junit-jupiter</artifactId>
+			<version>${testcontainers.version}</version>
 			<scope>test</scope>
 		</dependency>
 

models/spring-ai-ollama/pom.xml

@@ -71,6 +71,7 @@
         <dependency>
             <groupId>org.testcontainers</groupId>
             <artifactId>junit-jupiter</artifactId>
+            <version>${testcontainers.version}</version>
             <scope>test</scope>
         </dependency>
     </dependencies>

models/spring-ai-postgresml/pom.xml

@@ -54,12 +54,14 @@
 		<dependency>
 			<groupId>org.testcontainers</groupId>
 			<artifactId>junit-jupiter</artifactId>
+			<version>${testcontainers.version}</version>
 			<scope>test</scope>
 		</dependency>
 
 		<dependency>
 			<groupId>org.testcontainers</groupId>
 			<artifactId>postgresql</artifactId>
+			<version>${testcontainers.version}</version>
 			<scope>test</scope>
 		</dependency>
 

models/spring-ai-transformers/pom.xml

@@ -82,6 +82,7 @@
 		<dependency>
 			<groupId>org.testcontainers</groupId>
 			<artifactId>junit-jupiter</artifactId>
+			<version>${testcontainers.version}</version>
 			<scope>test</scope>
 		</dependency>
 

pom.xml

@@ -62,6 +62,7 @@
 		<module>spring-ai-retry</module>
 		<module>vector-stores/spring-ai-mongodb-atlas-store</module>
 		<module>spring-ai-spring-boot-starters/spring-ai-starter-mongodb-atlas-store</module>
+		<module>spring-ai-spring-boot-testcontainers</module>
 	</modules>
 
 	<organization>
@@ -135,7 +136,7 @@
 		<qdrant.version>1.7.1</qdrant.version>
 
 		<!-- testing dependencies -->
-		<testcontainers.version>1.19.6</testcontainers.version>
+		<testcontainers.version>1.19.7</testcontainers.version>
 
 		<!-- documentation dependencies -->
 		<io.spring.maven.antora-version>0.0.4</io.spring.maven.antora-version>

spring-ai-bom/pom.xml

@@ -313,6 +313,12 @@
                 <artifactId>spring-ai-mongodb-atlas-store-spring-boot-starter</artifactId>
                 <version>${project.version}</version>
             </dependency>
+
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-spring-boot-testcontainers</artifactId>
+                <version>${project.version}</version>
+            </dependency>
         </dependencies>
     </dependencyManagement>
 

spring-ai-docs/src/main/antora/modules/ROOT/nav.adoc

@@ -53,6 +53,7 @@
 ** xref:api/etl-pipeline.adoc[]
 ** xref:api/testing.adoc[]
 ** xref:api/generic-model.adoc[]
+* xref:api/testcontainers.adoc[Testcontainers]
 * xref:contribution-guidelines.adoc[Contribution Guidelines]
 * Appendices
 ** xref:upgrade-notes.adoc[]

spring-ai-docs/src/main/antora/modules/ROOT/pages/api/testcontainers.adoc

@@ -0,0 +1,28 @@
+[[testcontainers]]
+= Testcontainers
+
+== Service Connections
+
+The following service connection factories are provided in the spring-ai-spring-boot-testcontainers jar:
+
+[cols="|,|"]
+|====
+| Connection Details	 | Matched on
+| `ChromaConnectionDetails`
+| Containers of type `ChromaDBContainer`
+
+| `MilvusServiceClientConnectionDetails`
+| Containers of type `MilvusContainer`
+
+| `OllamaConnectionDetails`
+| Containers of type `OllamaContainer`
+
+| `QdrantConnectionDetails`
+| Containers of type `QdrantContainer`
+
+| `RedisConnectionDetails`
+| Containers of type `RedisStackContainer`
+
+| `WeaviateConnectionDetails`
+| Containers of type `WeaviateContainer`
+|====

spring-ai-spring-boot-autoconfigure/pom.xml

@@ -273,6 +273,7 @@
 		<dependency>
 			<groupId>org.testcontainers</groupId>
 			<artifactId>postgresql</artifactId>
+			<version>${testcontainers.version}</version>
 			<scope>test</scope>
 		</dependency>
 
@@ -306,7 +307,7 @@
 		<dependency>
 			<groupId>org.testcontainers</groupId>
 			<artifactId>qdrant</artifactId>
-			<version>1.19.6</version>
+			<version>${testcontainers.version}</version>
 			<scope>test</scope>
 		</dependency>
 

spring-ai-spring-boot-autoconfigure/src/main/java/org/springframework/ai/autoconfigure/ollama/OllamaAutoConfiguration.java

@@ -31,6 +31,7 @@
  * {@link AutoConfiguration Auto-configuration} for Ollama Chat Client.
  *
  * @author Christian Tzolov
+ * @author Eddú Meléndez
  * @since 0.8.0
  */
 @AutoConfiguration(after = RestClientAutoConfiguration.class)
@@ -39,10 +40,16 @@
 		OllamaConnectionProperties.class })
 public class OllamaAutoConfiguration {
 
+	@Bean
+	@ConditionalOnMissingBean(OllamaConnectionDetails.class)
+	public PropertiesOllamaConnectionDetails ollamaConnectionDetails(OllamaConnectionProperties properties) {
+		return new PropertiesOllamaConnectionDetails(properties);
+	}
+
 	@Bean
 	@ConditionalOnMissingBean
-	public OllamaApi ollamaApi(OllamaConnectionProperties properties, RestClient.Builder restClientBuilder) {
-		return new OllamaApi(properties.getBaseUrl(), restClientBuilder);
+	public OllamaApi ollamaApi(OllamaConnectionDetails connectionDetails, RestClient.Builder restClientBuilder) {
+		return new OllamaApi(connectionDetails.getBaseUrl(), restClientBuilder);
 	}
 
 	@Bean
@@ -65,4 +72,19 @@ public OllamaEmbeddingClient ollamaEmbeddingClient(OllamaApi ollamaApi, OllamaEm
 			.withDefaultOptions(properties.getOptions());
 	}
 
+	private static class PropertiesOllamaConnectionDetails implements OllamaConnectionDetails {
+
+		private final OllamaConnectionProperties properties;
+
+		PropertiesOllamaConnectionDetails(OllamaConnectionProperties properties) {
+			this.properties = properties;
+		}
+
+		@Override
+		public String getBaseUrl() {
+			return this.properties.getBaseUrl();
+		}
+
+	}
+
 }

spring-ai-spring-boot-autoconfigure/src/main/java/org/springframework/ai/autoconfigure/ollama/OllamaConnectionDetails.java

@@ -0,0 +1,27 @@
+/*
+ * Copyright 2023 - 2024 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * https://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.springframework.ai.autoconfigure.ollama;
+
+import org.springframework.boot.autoconfigure.service.connection.ConnectionDetails;
+
+/**
+ * @author Eddú Meléndez
+ */
+public interface OllamaConnectionDetails extends ConnectionDetails {
+
+	String getBaseUrl();
+
+}

spring-ai-spring-boot-autoconfigure/src/main/java/org/springframework/ai/autoconfigure/vectorstore/chroma/ChromaConnectionDetails.java

@@ -0,0 +1,29 @@
+/*
+ * Copyright 2023 - 2024 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * https://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.springframework.ai.autoconfigure.vectorstore.chroma;
+
+import org.springframework.boot.autoconfigure.service.connection.ConnectionDetails;
+
+/**
+ * @author Eddú Meléndez
+ */
+public interface ChromaConnectionDetails extends ConnectionDetails {
+
+	String getHost();
+
+	int getPort();
+
+}

spring-ai-spring-boot-autoconfigure/src/main/java/org/springframework/ai/autoconfigure/vectorstore/chroma/ChromaVectorStoreAutoConfiguration.java

@@ -30,12 +30,19 @@
 
 /**
  * @author Christian Tzolov
+ * @author Eddú Meléndez
  */
 @AutoConfiguration
 @ConditionalOnClass({ EmbeddingClient.class, RestTemplate.class, ChromaVectorStore.class, ObjectMapper.class })
 @EnableConfigurationProperties({ ChromaApiProperties.class, ChromaVectorStoreProperties.class })
 public class ChromaVectorStoreAutoConfiguration {
 
+	@Bean
+	@ConditionalOnMissingBean(ChromaConnectionDetails.class)
+	PropertiesChromaConnectionDetails chromaConnectionDetails(ChromaApiProperties properties) {
+		return new PropertiesChromaConnectionDetails(properties);
+	}
+
 	@Bean
 	@ConditionalOnMissingBean
 	public RestTemplate restTemplate() {
@@ -44,9 +51,10 @@ public RestTemplate restTemplate() {
 
 	@Bean
 	@ConditionalOnMissingBean
-	public ChromaApi chromaApi(ChromaApiProperties apiProperties, RestTemplate restTemplate) {
+	public ChromaApi chromaApi(ChromaApiProperties apiProperties, RestTemplate restTemplate,
+			ChromaConnectionDetails connectionDetails) {
 
-		String chromaUrl = String.format("%s:%s", apiProperties.getHost(), apiProperties.getPort());
+		String chromaUrl = String.format("%s:%s", connectionDetails.getHost(), connectionDetails.getPort());
 
 		var chromaApi = new ChromaApi(chromaUrl, restTemplate, new ObjectMapper());
 
@@ -67,4 +75,24 @@ public ChromaVectorStore vectorStore(EmbeddingClient embeddingClient, ChromaApi
 		return new ChromaVectorStore(embeddingClient, chromaApi, storeProperties.getCollectionName());
 	}
 
+	private static class PropertiesChromaConnectionDetails implements ChromaConnectionDetails {
+
+		private final ChromaApiProperties properties;
+
+		PropertiesChromaConnectionDetails(ChromaApiProperties properties) {
+			this.properties = properties;
+		}
+
+		@Override
+		public String getHost() {
+			return this.properties.getHost();
+		}
+
+		@Override
+		public int getPort() {
+			return this.properties.getPort();
+		}
+
+	}
+
 }

spring-ai-spring-boot-autoconfigure/src/main/java/org/springframework/ai/autoconfigure/vectorstore/milvus/MilvusServiceClientConnectionDetails.java

@@ -0,0 +1,29 @@
+/*
+ * Copyright 2023 - 2024 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * https://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.springframework.ai.autoconfigure.vectorstore.milvus;
+
+import org.springframework.boot.autoconfigure.service.connection.ConnectionDetails;
+
+/**
+ * @author Eddú Meléndez
+ */
+public interface MilvusServiceClientConnectionDetails extends ConnectionDetails {
+
+	String getHost();
+
+	int getPort();
+
+}

spring-ai-spring-boot-autoconfigure/src/main/java/org/springframework/ai/autoconfigure/vectorstore/milvus/MilvusVectorStoreAutoConfiguration.java

@@ -34,12 +34,20 @@
 
 /**
  * @author Christian Tzolov
+ * @author Eddú Meléndez
  */
 @AutoConfiguration
 @ConditionalOnClass({ MilvusVectorStore.class, EmbeddingClient.class })
 @EnableConfigurationProperties({ MilvusServiceClientProperties.class, MilvusVectorStoreProperties.class })
 public class MilvusVectorStoreAutoConfiguration {
 
+	@Bean
+	@ConditionalOnMissingBean(MilvusServiceClientConnectionDetails.class)
+	PropertiesMilvusServiceClientConnectionDetails milvusServiceClientConnectionDetails(
+			MilvusServiceClientProperties properties) {
+		return new PropertiesMilvusServiceClientConnectionDetails(properties);
+	}
+
 	@Bean
 	@ConditionalOnMissingBean
 	public MilvusVectorStore vectorStore(MilvusServiceClient milvusClient, EmbeddingClient embeddingClient,
@@ -60,11 +68,11 @@ public MilvusVectorStore vectorStore(MilvusServiceClient milvusClient, Embedding
 	@Bean
 	@ConditionalOnMissingBean
 	public MilvusServiceClient milvusClient(MilvusVectorStoreProperties serverProperties,
-			MilvusServiceClientProperties clientProperties) {
+			MilvusServiceClientProperties clientProperties, MilvusServiceClientConnectionDetails connectionDetails) {
 
 		var builder = ConnectParam.newBuilder()
-			.withHost(clientProperties.getHost())
-			.withPort(clientProperties.getPort())
+			.withHost(connectionDetails.getHost())
+			.withPort(connectionDetails.getPort())
 			.withDatabaseName(serverProperties.getDatabaseName())
 			.withConnectTimeout(clientProperties.getConnectTimeoutMs(), TimeUnit.MILLISECONDS)
 			.withKeepAliveTime(clientProperties.getKeepAliveTimeMs(), TimeUnit.MILLISECONDS)
@@ -105,4 +113,25 @@ public MilvusServiceClient milvusClient(MilvusVectorStoreProperties serverProper
 		return new MilvusServiceClient(builder.build());
 	}
 
+	private static class PropertiesMilvusServiceClientConnectionDetails
+			implements MilvusServiceClientConnectionDetails {
+
+		private final MilvusServiceClientProperties properties;
+
+		PropertiesMilvusServiceClientConnectionDetails(MilvusServiceClientProperties properties) {
+			this.properties = properties;
+		}
+
+		@Override
+		public String getHost() {
+			return this.properties.getHost();
+		}
+
+		@Override
+		public int getPort() {
+			return this.properties.getPort();
+		}
+
+	}
+
 }