diff --git a/src/main/java/com/olympus/hermione/stepSolvers/AdvancedQueryRagSolver.java b/src/main/java/com/olympus/hermione/stepSolvers/AdvancedQueryRagSolver.java
index 31e6437..2d898d8 100644
--- a/src/main/java/com/olympus/hermione/stepSolvers/AdvancedQueryRagSolver.java
+++ b/src/main/java/com/olympus/hermione/stepSolvers/AdvancedQueryRagSolver.java
@@ -223,7 +223,7 @@ public class AdvancedQueryRagSolver extends StepSolver {
             }
 
             String prompt = "I've retrieved the  following chunks of document using similarity search."; 
-            prompt +="Can you provide me a query that can be used with another vector similarity search to retrieve other relevant documents to answer the query?"; 
+            prompt +="Can you provide me a query that can be used for a vector similarity search to retrieve other missing documents to answer the query?"; 
             prompt += "\n\n" + resultString;
             prompt += "\n\n The query is: " + this.query;
             prompt += "\n\n The output must be a single query and nothing else.";
@@ -232,7 +232,7 @@ public class AdvancedQueryRagSolver extends StepSolver {
 
             String otherDocQuery = resp.getContent(); 
             logger.info("Other document query: " + otherDocQuery);
-            
+
             Builder request_builder = SearchRequest.builder()
             .query(otherDocQuery)
             .topK(otherTopK)