diff --git a/09-rag/rag-naive/README.md b/09-rag/rag-naive/README.md
index 79f7add..0b5b3b0 100644
--- a/09-rag/rag-naive/README.md
+++ b/09-rag/rag-naive/README.md
@@ -1,4 +1,4 @@
-# Retrieval Augmented Generation (RAG): Basic
+# Retrieval Augmented Generation (RAG): Naive
 
 Ask questions about documents with LLMs via Ollama and PGVector.
 
diff --git a/09-rag/rag-naive/src/main/java/com/thomasvitale/ai/spring/RagBasic.java b/09-rag/rag-naive/src/main/java/com/thomasvitale/ai/spring/RagNaive.java
similarity index 75%
rename from 09-rag/rag-naive/src/main/java/com/thomasvitale/ai/spring/RagBasic.java
rename to 09-rag/rag-naive/src/main/java/com/thomasvitale/ai/spring/RagNaive.java
index d2a6e50..5fc1489 100644
--- a/09-rag/rag-naive/src/main/java/com/thomasvitale/ai/spring/RagBasic.java
+++ b/09-rag/rag-naive/src/main/java/com/thomasvitale/ai/spring/RagNaive.java
@@ -4,10 +4,10 @@
 import org.springframework.boot.autoconfigure.SpringBootApplication;
 
 @SpringBootApplication
-public class RagBasic {
+public class RagNaive {
 
     public static void main(String[] args) {
-        SpringApplication.run(RagBasic.class, args);
+        SpringApplication.run(RagNaive.class, args);
     }
 
 }
diff --git a/09-rag/rag-naive/src/test/java/com/thomasvitale/ai/spring/RagBasicTests.java b/09-rag/rag-naive/src/test/java/com/thomasvitale/ai/spring/RagNaiveTests.java
similarity index 91%
rename from 09-rag/rag-naive/src/test/java/com/thomasvitale/ai/spring/RagBasicTests.java
rename to 09-rag/rag-naive/src/test/java/com/thomasvitale/ai/spring/RagNaiveTests.java
index 5557367..b04aee6 100644
--- a/09-rag/rag-naive/src/test/java/com/thomasvitale/ai/spring/RagBasicTests.java
+++ b/09-rag/rag-naive/src/test/java/com/thomasvitale/ai/spring/RagNaiveTests.java
@@ -6,7 +6,7 @@
 
 @SpringBootTest
 @Disabled
-class RagBasicTests {
+class RagNaiveTests {
 
     @Test
     void contextLoads() {
diff --git a/09-rag/rag-naive/src/test/java/com/thomasvitale/ai/spring/TestRagBasic.java b/09-rag/rag-naive/src/test/java/com/thomasvitale/ai/spring/TestRagNaive.java
similarity index 65%
rename from 09-rag/rag-naive/src/test/java/com/thomasvitale/ai/spring/TestRagBasic.java
rename to 09-rag/rag-naive/src/test/java/com/thomasvitale/ai/spring/TestRagNaive.java
index e7a84fc..8d820ad 100644
--- a/09-rag/rag-naive/src/test/java/com/thomasvitale/ai/spring/TestRagBasic.java
+++ b/09-rag/rag-naive/src/test/java/com/thomasvitale/ai/spring/TestRagNaive.java
@@ -2,10 +2,10 @@
 
 import org.springframework.boot.SpringApplication;
 
-public class TestRagBasic {
+public class TestRagNaive {
 
     public static void main(String[] args) {
-        SpringApplication.from(RagBasic::main).with(TestcontainersConfiguration.class).run(args);
+        SpringApplication.from(RagNaive::main).with(TestcontainersConfiguration.class).run(args);
     }
 
 }