awslabs
diff --git a/‎src/cdk-lib/amazonaurora/README.md
+1-1 b/‎src/cdk-lib/amazonaurora/README.md
+1-1
@@ -159,7 +159,7 @@ aurora_db = amazonaurora.AmazonAuroraVectorStore.from_existing_aurora_vector_sto
 )
 
 kb = bedrock.VectorKnowledgeBase(self, 'KnowledgeBase',
-            embeddings_model= foundation_models.BedrockFoundationModel.TITAN_EMBED_TEXT_V1,
+            embeddings_model= foundation_models.BedrockFoundationModel.TITAN_EMBED_TEXT_V2_1024,
             vector_store=aurora_db,
             instruction=  'Use this knowledge base to answer questions about books. ' +
     'It contains the full text of novels.'
Original file line number	Diff line number	Diff line change
`@@ -159,7 +159,7 @@ aurora_db = amazonaurora.AmazonAuroraVectorStore.from_existing_aurora_vector_sto`
`159`	`159`	`)`
`160`	`160`
`161`	`161`	`kb = bedrock.VectorKnowledgeBase(self, 'KnowledgeBase',`
`162`		`- embeddings_model= foundation_models.BedrockFoundationModel.TITAN_EMBED_TEXT_V1,`
	`162`	`+ embeddings_model= foundation_models.BedrockFoundationModel.TITAN_EMBED_TEXT_V2_1024,`
`163`	`163`	`vector_store=aurora_db,`
`164`	`164`	`instruction= 'Use this knowledge base to answer questions about books. ' +`
`165`	`165`	`'It contains the full text of novels.'`