diff --git a/spring-ai-core/src/main/java/org/springframework/ai/evaluation/FactCheckingEvaluator.java b/spring-ai-core/src/main/java/org/springframework/ai/evaluation/FactCheckingEvaluator.java
index 7da77ff158b..5bfddd76be9 100644
--- a/spring-ai-core/src/main/java/org/springframework/ai/evaluation/FactCheckingEvaluator.java
+++ b/spring-ai-core/src/main/java/org/springframework/ai/evaluation/FactCheckingEvaluator.java
@@ -64,15 +64,15 @@
 public class FactCheckingEvaluator implements Evaluator {
 
 	private static final String DEFAULT_EVALUATION_PROMPT_TEXT = """
-				Evaluate whether or not the following claim is supported by the provided document.
-				Respond with "yes" if the claim is supported, or "no" if it is not.
-				Document: \\n {document}\\n
-				Claim: \\n {claim}
+			Evaluate whether or not the following claim is supported by the provided document.
+			Respond with "yes" if the claim is supported, or "no" if it is not.
+			Document: {document}
+			Claim: {claim}
 			""";
 
 	private static final String BESPOKE_EVALUATION_PROMPT_TEXT = """
-				Document: \\n {document}\\n
-				Claim: \\n {claim}
+			Document: {document}
+			Claim: {claim}
 			""";
 
 	private final ChatClient.Builder chatClientBuilder;
diff --git a/spring-ai-core/src/main/java/org/springframework/ai/evaluation/RelevancyEvaluator.java b/spring-ai-core/src/main/java/org/springframework/ai/evaluation/RelevancyEvaluator.java
index b85591333d8..e785a651b63 100644
--- a/spring-ai-core/src/main/java/org/springframework/ai/evaluation/RelevancyEvaluator.java
+++ b/spring-ai-core/src/main/java/org/springframework/ai/evaluation/RelevancyEvaluator.java
@@ -23,15 +23,13 @@
 public class RelevancyEvaluator implements Evaluator {
 
 	private static final String DEFAULT_EVALUATION_PROMPT_TEXT = """
-				Your task is to evaluate if the response for the query
-				is in line with the context information provided.\\n
-				You have two options to answer. Either YES/ NO.\\n
-				Answer - YES, if the response for the query
-				is in line with context information otherwise NO.\\n
-				Query: \\n {query}\\n
-				Response: \\n {response}\\n
-				Context: \\n {context}\\n
-				Answer: "
+			Your task is to evaluate if the response for the query is in line with the context information provided.
+			You have two options to answer. Either YES/ NO.
+			Answer - YES, if the response for the query is in line with context information otherwise NO.
+			Query: {query}
+			Response: {response}
+			Context: {context}
+			Answer:
 			""";
 
 	private final ChatClient.Builder chatClientBuilder;
diff --git a/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/testing.adoc b/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/testing.adoc
index 79ad8ca135d..d760a08c912 100644
--- a/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/testing.adoc
+++ b/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/testing.adoc
@@ -50,15 +50,13 @@ The `RelevancyEvaluator` uses the input (`userText`) and the AI model's output (
 
 [source, text]
 ----
-Your task is to evaluate if the response for the query
-is in line with the context information provided.\n
-You have two options to answer. Either YES/ NO.\n
-Answer - YES, if the response for the query
-is in line with context information otherwise NO.\n
-Query: \n {query}\n
-Response: \n {response}\n
-Context: \n {context}\n
-Answer: "
+Your task is to evaluate if the response for the query is in line with the context information provided.
+You have two options to answer. Either YES/ NO.
+Answer - YES, if the response for the query is in line with context information otherwise NO.
+Query: {query}
+Response: {response}
+Context: {context}
+Answer:
 ----
 
 Here is an example of a JUnit test that performs a RAG query over a PDF document loaded into a Vector Store and then evaluates if the response is relevant to the user text.