diff --git a/spring-ai-spring-boot-autoconfigure/pom.xml b/spring-ai-spring-boot-autoconfigure/pom.xml
index 09b48fc7189..007fc51e64a 100644
--- a/spring-ai-spring-boot-autoconfigure/pom.xml
+++ b/spring-ai-spring-boot-autoconfigure/pom.xml
@@ -348,12 +348,30 @@
test
+
+ org.testcontainers
+ chromadb
+ test
+
+
+
+ org.testcontainers
+ milvus
+ test
+
+
org.testcontainers
qdrant
test
+
+ org.testcontainers
+ weaviate
+ test
+
+
org.testcontainers
elasticsearch
diff --git a/spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/vectorstore/chroma/ChromaVectorStoreAutoConfigurationIT.java b/spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/vectorstore/chroma/ChromaVectorStoreAutoConfigurationIT.java
index def4dd9707a..7a2c1173f5f 100644
--- a/spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/vectorstore/chroma/ChromaVectorStoreAutoConfigurationIT.java
+++ b/spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/vectorstore/chroma/ChromaVectorStoreAutoConfigurationIT.java
@@ -19,7 +19,7 @@
import java.util.Map;
import org.junit.jupiter.api.Test;
-import org.testcontainers.containers.GenericContainer;
+import org.testcontainers.chromadb.ChromaDBContainer;
import org.testcontainers.junit.jupiter.Container;
import org.testcontainers.junit.jupiter.Testcontainers;
@@ -37,19 +37,19 @@
/**
* @author Christian Tzolov
+ * @author Eddú Meléndez
*/
@Testcontainers
public class ChromaVectorStoreAutoConfigurationIT {
@Container
- static GenericContainer> chromaContainer = new GenericContainer<>("ghcr.io/chroma-core/chroma:0.4.15")
- .withExposedPorts(8000);
+ static ChromaDBContainer chroma = new ChromaDBContainer("ghcr.io/chroma-core/chroma:0.4.15");
private final ApplicationContextRunner contextRunner = new ApplicationContextRunner()
.withConfiguration(AutoConfigurations.of(ChromaVectorStoreAutoConfiguration.class))
.withUserConfiguration(Config.class)
- .withPropertyValues("spring.ai.vectorstore.chroma.client.host=http://" + chromaContainer.getHost(),
- "spring.ai.vectorstore.chroma.client.port=" + chromaContainer.getMappedPort(8000),
+ .withPropertyValues("spring.ai.vectorstore.chroma.client.host=http://" + chroma.getHost(),
+ "spring.ai.vectorstore.chroma.client.port=" + chroma.getMappedPort(8000),
"spring.ai.vectorstore.chroma.store.collectionName=TestCollection");
@Test
diff --git a/spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/vectorstore/milvus/MilvusVectorStoreAutoConfigurationIT.java b/spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/vectorstore/milvus/MilvusVectorStoreAutoConfigurationIT.java
index a8500ed3918..46f5efcdc64 100644
--- a/spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/vectorstore/milvus/MilvusVectorStoreAutoConfigurationIT.java
+++ b/spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/vectorstore/milvus/MilvusVectorStoreAutoConfigurationIT.java
@@ -15,17 +15,11 @@
*/
package org.springframework.ai.autoconfigure.vectorstore.milvus;
-import java.io.File;
-import java.time.Duration;
import java.util.List;
import java.util.Map;
-import java.util.UUID;
-import org.junit.jupiter.api.AfterAll;
-import org.junit.jupiter.api.BeforeAll;
import org.junit.jupiter.api.Test;
-import org.testcontainers.containers.DockerComposeContainer;
-import org.testcontainers.containers.wait.strategy.Wait;
+import org.testcontainers.junit.jupiter.Container;
import org.testcontainers.junit.jupiter.Testcontainers;
import org.springframework.ai.ResourceUtils;
@@ -38,46 +32,25 @@
import org.springframework.boot.test.context.runner.ApplicationContextRunner;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;
-import org.springframework.util.FileSystemUtils;
+import org.testcontainers.milvus.MilvusContainer;
import static org.assertj.core.api.Assertions.assertThat;
/**
* @author Christian Tzolov
+ * @author Eddú Meléndez
*/
@Testcontainers
public class MilvusVectorStoreAutoConfigurationIT {
- private static DockerComposeContainer milvusContainer;
-
- private static final File TEMP_FOLDER = new File("target/test-" + UUID.randomUUID().toString());
+ @Container
+ private static MilvusContainer milvus = new MilvusContainer("milvusdb/milvus:v2.3.8");
List documents = List.of(
new Document(ResourceUtils.getText("classpath:/test/data/spring.ai.txt"), Map.of("spring", "great")),
new Document(ResourceUtils.getText("classpath:/test/data/time.shelter.txt")), new Document(
ResourceUtils.getText("classpath:/test/data/great.depression.txt"), Map.of("depression", "bad")));
- @BeforeAll
- public static void beforeAll() {
- FileSystemUtils.deleteRecursively(TEMP_FOLDER);
- TEMP_FOLDER.mkdirs();
-
- milvusContainer = new DockerComposeContainer(new File("src/test/resources/milvus/docker-compose.yml"))
- .withEnv("DOCKER_VOLUME_DIRECTORY", TEMP_FOLDER.getAbsolutePath())
- .withExposedService("standalone", 19530)
- .withExposedService("standalone", 9091,
- Wait.forHttp("/healthz").forPort(9091).forStatusCode(200).forStatusCode(401))
- .waitingFor("standalone", Wait.forLogMessage(".*Proxy successfully started.*\\s", 1)
- .withStartupTimeout(Duration.ofSeconds(100)));
- milvusContainer.start();
- }
-
- @AfterAll
- public static void afterAll() {
- milvusContainer.stop();
- FileSystemUtils.deleteRecursively(TEMP_FOLDER);
- }
-
private final ApplicationContextRunner contextRunner = new ApplicationContextRunner()
.withConfiguration(AutoConfigurations.of(MilvusVectorStoreAutoConfiguration.class))
.withUserConfiguration(Config.class);
@@ -90,8 +63,8 @@ public void addAndSearch() {
"spring.ai.vectorstore.milvus.embeddingDimension=384",
"spring.ai.vectorstore.milvus.collectionName=myTestCollection",
- "spring.ai.vectorstore.milvus.client.host=" + milvusContainer.getServiceHost("standalone", 19530),
- "spring.ai.vectorstore.milvus.client.port=" + milvusContainer.getServicePort("standalone", 19530))
+ "spring.ai.vectorstore.milvus.client.host=" + milvus.getHost(),
+ "spring.ai.vectorstore.milvus.client.port=" + milvus.getMappedPort(19530))
.run(context -> {
VectorStore vectorStore = context.getBean(VectorStore.class);
vectorStore.add(documents);
diff --git a/spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/vectorstore/weaviate/WeaviateVectorStoreAutoConfigurationTests.java b/spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/vectorstore/weaviate/WeaviateVectorStoreAutoConfigurationTests.java
index 87b69c46150..676eea80c08 100644
--- a/spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/vectorstore/weaviate/WeaviateVectorStoreAutoConfigurationTests.java
+++ b/spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/vectorstore/weaviate/WeaviateVectorStoreAutoConfigurationTests.java
@@ -19,7 +19,6 @@
import java.util.Map;
import org.junit.jupiter.api.Test;
-import org.testcontainers.containers.GenericContainer;
import org.testcontainers.junit.jupiter.Container;
import org.testcontainers.junit.jupiter.Testcontainers;
@@ -33,29 +32,25 @@
import org.springframework.boot.test.context.runner.ApplicationContextRunner;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;
+import org.testcontainers.weaviate.WeaviateContainer;
import static org.assertj.core.api.Assertions.assertThat;
/**
* @author Christian Tzolov
+ * @author Eddú Meléndez
*/
@Testcontainers
public class WeaviateVectorStoreAutoConfigurationTests {
@Container
- static GenericContainer> weaviateContainer = new GenericContainer<>("semitechnologies/weaviate:1.22.4")
- .withEnv("AUTHENTICATION_ANONYMOUS_ACCESS_ENABLED", "true")
- .withEnv("PERSISTENCE_DATA_PATH", "/var/lib/weaviate")
- .withEnv("QUERY_DEFAULTS_LIMIT", "25")
- .withEnv("DEFAULT_VECTORIZER_MODULE", "none")
- .withEnv("CLUSTER_HOSTNAME", "node1")
- .withExposedPorts(8080);
+ static WeaviateContainer weaviate = new WeaviateContainer("semitechnologies/weaviate:1.22.4");
private final ApplicationContextRunner contextRunner = new ApplicationContextRunner()
.withConfiguration(AutoConfigurations.of(WeaviateVectorStoreAutoConfiguration.class))
.withUserConfiguration(Config.class)
.withPropertyValues("spring.ai.vectorstore.weaviate.scheme=http",
- "spring.ai.vectorstore.weaviate.host=localhost:" + weaviateContainer.getMappedPort(8080),
+ "spring.ai.vectorstore.weaviate.host=" + weaviate.getHttpHostAddress(),
"spring.ai.vectorstore.weaviate.filter-field.country=TEXT",
"spring.ai.vectorstore.weaviate.filter-field.year=NUMBER",
"spring.ai.vectorstore.weaviate.filter-field.active=BOOLEAN",
diff --git a/spring-ai-spring-boot-autoconfigure/src/test/resources/milvus/docker-compose.yml b/spring-ai-spring-boot-autoconfigure/src/test/resources/milvus/docker-compose.yml
deleted file mode 100644
index 3648477ae06..00000000000
--- a/spring-ai-spring-boot-autoconfigure/src/test/resources/milvus/docker-compose.yml
+++ /dev/null
@@ -1,62 +0,0 @@
-version: '3.5'
-
-services:
- etcd:
- image: quay.io/coreos/etcd:v3.5.5
- ports:
- - "2379:2379"
- environment:
- - ETCD_AUTO_COMPACTION_MODE=revision
- - ETCD_AUTO_COMPACTION_RETENTION=1000
- - ETCD_QUOTA_BACKEND_BYTES=4294967296
- - ETCD_SNAPSHOT_COUNT=50000
- volumes:
- - ${DOCKER_VOLUME_DIRECTORY:-.}/volumes/etcd:/etcd
- command: etcd -advertise-client-urls=http://127.0.0.1:2379 -listen-client-urls http://0.0.0.0:2379 --data-dir /etcd
- healthcheck:
- test: ["CMD", "etcdctl", "endpoint", "health"]
- interval: 30s
- timeout: 20s
- retries: 3
-
- minio:
- image: minio/minio:RELEASE.2023-11-11T08-14-41Z
- environment:
- MINIO_ACCESS_KEY: minioadmin
- MINIO_SECRET_KEY: minioadmin
- ports:
- - "9001:9001"
- - "9000:9000"
- volumes:
- - ${DOCKER_VOLUME_DIRECTORY:-.}/volumes/minio:/minio_data
- command: minio server /minio_data --console-address ":9001"
- healthcheck:
- test: ["CMD", "curl", "-f", "http://localhost:9000/minio/health/live"]
- interval: 30s
- timeout: 20s
- retries: 3
-
- standalone:
- image: milvusdb/milvus:v2.3.5
- command: ["milvus", "run", "standalone"]
- environment:
- ETCD_ENDPOINTS: etcd:2379
- MINIO_ADDRESS: minio:9000
- volumes:
- - ${DOCKER_VOLUME_DIRECTORY:-.}/volumes/milvus:/var/lib/milvus
- healthcheck:
- test: ["CMD", "curl", "-f", "http://localhost:9091/healthz"]
- interval: 30s
- start_period: 90s
- timeout: 20s
- retries: 3
- ports:
- - "19530:19530"
- - "9091:9091"
- depends_on:
- - "etcd"
- - "minio"
-
-networks:
- default:
- name: milvus