diff --git a/04-multimodality/multimodality-openai/src/main/java/com/thomasvitale/ai/spring/PromptMultimodalityOpenAiApplication.java b/04-multimodality/multimodality-ollama/src/main/java/com/thomasvitale/ai/spring/MultimodalityOllamaApplication.java
similarity index 63%
rename from 04-multimodality/multimodality-openai/src/main/java/com/thomasvitale/ai/spring/PromptMultimodalityOpenAiApplication.java
rename to 04-multimodality/multimodality-ollama/src/main/java/com/thomasvitale/ai/spring/MultimodalityOllamaApplication.java
index 7f07511..464d634 100644
--- a/04-multimodality/multimodality-openai/src/main/java/com/thomasvitale/ai/spring/PromptMultimodalityOpenAiApplication.java
+++ b/04-multimodality/multimodality-ollama/src/main/java/com/thomasvitale/ai/spring/MultimodalityOllamaApplication.java
@@ -4,10 +4,10 @@
 import org.springframework.boot.autoconfigure.SpringBootApplication;
 
 @SpringBootApplication
-public class PromptMultimodalityOpenAiApplication {
+public class MultimodalityOllamaApplication {
 
     public static void main(String[] args) {
-        SpringApplication.run(PromptMultimodalityOpenAiApplication.class, args);
+        SpringApplication.run(MultimodalityOllamaApplication.class, args);
     }
 
 }
diff --git a/04-multimodality/multimodality-ollama/src/test/java/com/thomasvitale/ai/spring/PromptsMultimodalityOllamaApplicationTests.java b/04-multimodality/multimodality-ollama/src/test/java/com/thomasvitale/ai/spring/MultimodalityOllamaApplicationTests.java
similarity index 95%
rename from 04-multimodality/multimodality-ollama/src/test/java/com/thomasvitale/ai/spring/PromptsMultimodalityOllamaApplicationTests.java
rename to 04-multimodality/multimodality-ollama/src/test/java/com/thomasvitale/ai/spring/MultimodalityOllamaApplicationTests.java
index 8be8aee..95ee894 100644
--- a/04-multimodality/multimodality-ollama/src/test/java/com/thomasvitale/ai/spring/PromptsMultimodalityOllamaApplicationTests.java
+++ b/04-multimodality/multimodality-ollama/src/test/java/com/thomasvitale/ai/spring/MultimodalityOllamaApplicationTests.java
@@ -14,7 +14,7 @@
 @AutoConfigureWebTestClient(timeout = "120s")
 @Import(TestcontainersConfiguration.class)
 @Disabled
-class PromptsMultimodalityOllamaApplicationTests {
+class MultimodalityOllamaApplicationTests {
 
     @Autowired
     WebTestClient webTestClient;
diff --git a/04-multimodality/multimodality-ollama/src/test/java/com/thomasvitale/ai/spring/TestMultimodalityOllamaApplication.java b/04-multimodality/multimodality-ollama/src/test/java/com/thomasvitale/ai/spring/TestMultimodalityOllamaApplication.java
new file mode 100644
index 0000000..ccd9465
--- /dev/null
+++ b/04-multimodality/multimodality-ollama/src/test/java/com/thomasvitale/ai/spring/TestMultimodalityOllamaApplication.java
@@ -0,0 +1,11 @@
+package com.thomasvitale.ai.spring;
+
+import org.springframework.boot.SpringApplication;
+
+public class TestMultimodalityOllamaApplication {
+
+    public static void main(String[] args) {
+        SpringApplication.from(MultimodalityOllamaApplication::main).with(TestcontainersConfiguration.class).run(args);
+    }
+
+}
diff --git a/04-multimodality/multimodality-ollama/src/test/java/com/thomasvitale/ai/spring/TestPromptsMultimodalityOllamaApplication.java b/04-multimodality/multimodality-ollama/src/test/java/com/thomasvitale/ai/spring/TestPromptsMultimodalityOllamaApplication.java
deleted file mode 100644
index 303d49b..0000000
--- a/04-multimodality/multimodality-ollama/src/test/java/com/thomasvitale/ai/spring/TestPromptsMultimodalityOllamaApplication.java
+++ /dev/null
@@ -1,11 +0,0 @@
-package com.thomasvitale.ai.spring;
-
-import org.springframework.boot.SpringApplication;
-
-public class TestPromptsMultimodalityOllamaApplication {
-
-    public static void main(String[] args) {
-        SpringApplication.from(PromptsMultimodalityOllamaApplication::main).with(TestcontainersConfiguration.class).run(args);
-    }
-
-}
diff --git a/04-multimodality/multimodality-ollama/src/main/java/com/thomasvitale/ai/spring/PromptsMultimodalityOllamaApplication.java b/04-multimodality/multimodality-openai/src/main/java/com/thomasvitale/ai/spring/MultimodalityOpenAiApplication.java
similarity index 63%
rename from 04-multimodality/multimodality-ollama/src/main/java/com/thomasvitale/ai/spring/PromptsMultimodalityOllamaApplication.java
rename to 04-multimodality/multimodality-openai/src/main/java/com/thomasvitale/ai/spring/MultimodalityOpenAiApplication.java
index d070945..72cfe5e 100644
--- a/04-multimodality/multimodality-ollama/src/main/java/com/thomasvitale/ai/spring/PromptsMultimodalityOllamaApplication.java
+++ b/04-multimodality/multimodality-openai/src/main/java/com/thomasvitale/ai/spring/MultimodalityOpenAiApplication.java
@@ -4,10 +4,10 @@
 import org.springframework.boot.autoconfigure.SpringBootApplication;
 
 @SpringBootApplication
-public class PromptsMultimodalityOllamaApplication {
+public class MultimodalityOpenAiApplication {
 
     public static void main(String[] args) {
-        SpringApplication.run(PromptsMultimodalityOllamaApplication.class, args);
+        SpringApplication.run(MultimodalityOpenAiApplication.class, args);
     }
 
 }
diff --git a/04-multimodality/multimodality-openai/src/test/java/com/thomasvitale/ai/spring/PromptMultimodalityOpenAiApplicationTests.java b/04-multimodality/multimodality-openai/src/test/java/com/thomasvitale/ai/spring/MultimodalityOpenAiApplicationTests.java
similarity index 96%
rename from 04-multimodality/multimodality-openai/src/test/java/com/thomasvitale/ai/spring/PromptMultimodalityOpenAiApplicationTests.java
rename to 04-multimodality/multimodality-openai/src/test/java/com/thomasvitale/ai/spring/MultimodalityOpenAiApplicationTests.java
index edea502..1c979c3 100644
--- a/04-multimodality/multimodality-openai/src/test/java/com/thomasvitale/ai/spring/PromptMultimodalityOpenAiApplicationTests.java
+++ b/04-multimodality/multimodality-openai/src/test/java/com/thomasvitale/ai/spring/MultimodalityOpenAiApplicationTests.java
@@ -12,7 +12,7 @@
 @SpringBootTest(webEnvironment = SpringBootTest.WebEnvironment.RANDOM_PORT)
 @AutoConfigureWebTestClient(timeout = "60s")
 @EnabledIfEnvironmentVariable(named = "SPRING_AI_OPENAI_API_KEY", matches = ".*")
-class PromptMultimodalityOpenAiApplicationTests {
+class MultimodalityOpenAiApplicationTests {
 
     @Autowired
     WebTestClient webTestClient;