diff --git a/models/spring-ai-openai/src/test/java/org/springframework/ai/openai/chat/chatbot/ChatMemoryLongTermSystemPromptIT.java b/models/spring-ai-openai/src/test/java/org/springframework/ai/openai/chat/chatbot/ChatMemoryLongTermSystemPromptIT.java
index 546fc0726..237c1d56e 100644
--- a/models/spring-ai-openai/src/test/java/org/springframework/ai/openai/chat/chatbot/ChatMemoryLongTermSystemPromptIT.java
+++ b/models/spring-ai-openai/src/test/java/org/springframework/ai/openai/chat/chatbot/ChatMemoryLongTermSystemPromptIT.java
@@ -58,7 +58,7 @@ public class ChatMemoryLongTermSystemPromptIT extends BaseMemoryTest {
private static final int QDRANT_GRPC_PORT = 6334;
@Container
- static QdrantContainer qdrantContainer = new QdrantContainer("qdrant/qdrant:v1.7.4");
+ static QdrantContainer qdrantContainer = new QdrantContainer("qdrant/qdrant:v1.9.2");
@Autowired
public ChatMemoryLongTermSystemPromptIT(RelevancyEvaluator relevancyEvaluator, ChatBot chatBot,
diff --git a/models/spring-ai-openai/src/test/java/org/springframework/ai/openai/chat/chatbot/LongShortTermChatMemoryWithRagIT.java b/models/spring-ai-openai/src/test/java/org/springframework/ai/openai/chat/chatbot/LongShortTermChatMemoryWithRagIT.java
index 8578be668..9d89014e6 100644
--- a/models/spring-ai-openai/src/test/java/org/springframework/ai/openai/chat/chatbot/LongShortTermChatMemoryWithRagIT.java
+++ b/models/spring-ai-openai/src/test/java/org/springframework/ai/openai/chat/chatbot/LongShortTermChatMemoryWithRagIT.java
@@ -86,7 +86,7 @@ public class LongShortTermChatMemoryWithRagIT {
private static final int QDRANT_GRPC_PORT = 6334;
@Container
- static QdrantContainer qdrantContainer = new QdrantContainer("qdrant/qdrant:v1.7.4");
+ static QdrantContainer qdrantContainer = new QdrantContainer("qdrant/qdrant:v1.9.2");
@Autowired
ChatBot chatBot;
diff --git a/models/spring-ai-openai/src/test/java/org/springframework/ai/openai/chat/chatbot/OpenAiDefaultChatBotIT.java b/models/spring-ai-openai/src/test/java/org/springframework/ai/openai/chat/chatbot/OpenAiDefaultChatBotIT.java
index 4c5aa313f..f6ae162bd 100644
--- a/models/spring-ai-openai/src/test/java/org/springframework/ai/openai/chat/chatbot/OpenAiDefaultChatBotIT.java
+++ b/models/spring-ai-openai/src/test/java/org/springframework/ai/openai/chat/chatbot/OpenAiDefaultChatBotIT.java
@@ -69,7 +69,7 @@ public class OpenAiDefaultChatBotIT {
private static final int QDRANT_GRPC_PORT = 6334;
@Container
- static QdrantContainer qdrantContainer = new QdrantContainer("qdrant/qdrant:v1.7.4");
+ static QdrantContainer qdrantContainer = new QdrantContainer("qdrant/qdrant:v1.9.2");
private final ChatClient chatClient;
diff --git a/pom.xml b/pom.xml
index 5401c1656..873b77ce2 100644
--- a/pom.xml
+++ b/pom.xml
@@ -130,7 +130,7 @@
0.26.0
1.17.0
26.37.0
- 1.7.1
+ 1.9.1
2.0.5
9.20.0
4.35.0
diff --git a/spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/vectorstore/qdrant/QdrantVectorStoreAutoConfigurationIT.java b/spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/vectorstore/qdrant/QdrantVectorStoreAutoConfigurationIT.java
index d04c3c72c..127dac087 100644
--- a/spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/vectorstore/qdrant/QdrantVectorStoreAutoConfigurationIT.java
+++ b/spring-ai-spring-boot-autoconfigure/src/test/java/org/springframework/ai/autoconfigure/vectorstore/qdrant/QdrantVectorStoreAutoConfigurationIT.java
@@ -50,7 +50,7 @@ public class QdrantVectorStoreAutoConfigurationIT {
private static final int QDRANT_GRPC_PORT = 6334;
@Container
- static QdrantContainer qdrantContainer = new QdrantContainer("qdrant/qdrant:v1.7.4");
+ static QdrantContainer qdrantContainer = new QdrantContainer("qdrant/qdrant:v1.9.2");
List documents = List.of(
new Document(getText("classpath:/test/data/spring.ai.txt"), Map.of("spring", "great")),
diff --git a/spring-ai-spring-boot-testcontainers/src/test/java/org/springframework/ai/testcontainers/service/connection/qdrant/QdrantContainerConnectionDetailsFactoryTest.java b/spring-ai-spring-boot-testcontainers/src/test/java/org/springframework/ai/testcontainers/service/connection/qdrant/QdrantContainerConnectionDetailsFactoryTest.java
index 09f3c1498..c1c461a3e 100644
--- a/spring-ai-spring-boot-testcontainers/src/test/java/org/springframework/ai/testcontainers/service/connection/qdrant/QdrantContainerConnectionDetailsFactoryTest.java
+++ b/spring-ai-spring-boot-testcontainers/src/test/java/org/springframework/ai/testcontainers/service/connection/qdrant/QdrantContainerConnectionDetailsFactoryTest.java
@@ -48,7 +48,7 @@ public class QdrantContainerConnectionDetailsFactoryTest {
@Container
@ServiceConnection
- static QdrantContainer qdrantContainer = new QdrantContainer("qdrant/qdrant:v1.7.4");
+ static QdrantContainer qdrantContainer = new QdrantContainer("qdrant/qdrant:v1.9.2");
List documents = List.of(
new Document(getText("classpath:/test/data/spring.ai.txt"), Map.of("spring", "great")),
diff --git a/vector-stores/spring-ai-qdrant/src/test/java/org/springframework/ai/vectorstore/qdrant/QdrantVectorStoreIT.java b/vector-stores/spring-ai-qdrant/src/test/java/org/springframework/ai/vectorstore/qdrant/QdrantVectorStoreIT.java
index b7a8eada1..73e6e9327 100644
--- a/vector-stores/spring-ai-qdrant/src/test/java/org/springframework/ai/vectorstore/qdrant/QdrantVectorStoreIT.java
+++ b/vector-stores/spring-ai-qdrant/src/test/java/org/springframework/ai/vectorstore/qdrant/QdrantVectorStoreIT.java
@@ -62,7 +62,7 @@ public class QdrantVectorStoreIT {
private static final int QDRANT_GRPC_PORT = 6334;
@Container
- static QdrantContainer qdrantContainer = new QdrantContainer("qdrant/qdrant:v1.7.4");
+ static QdrantContainer qdrantContainer = new QdrantContainer("qdrant/qdrant:v1.9.2");
List documents = List.of(
new Document("Spring AI rocks!! Spring AI rocks!! Spring AI rocks!! Spring AI rocks!! Spring AI rocks!!",