diff --git a/lambdas/qna_bot_qbusiness_lambdahook/template.yml b/lambdas/qna_bot_qbusiness_lambdahook/template.yml
index 4cc554d..4a40918 100644
--- a/lambdas/qna_bot_qbusiness_lambdahook/template.yml
+++ b/lambdas/qna_bot_qbusiness_lambdahook/template.yml
@@ -1,13 +1,12 @@
 AWSTemplateFormatVersion: "2010-09-09"
 Description: >
   Amazon Q (Business) Lambda Hook function for using with 'QnABot on AWS'. 
-  Use with the 'no_hits' (CustomNoMatches) item to use Amazon Q when no good answers are found by other methods - v0.1.16
+  Use with the 'no_hits' (CustomNoMatches) item to use Amazon Q when no good answers are found by other methods - v0.1.17
 
 Parameters:
-
   AmazonQAppId:
     Type: String
-    AllowedPattern: '^[a-zA-Z0-9][a-zA-Z0-9-]{35}$'
+    AllowedPattern: "^[a-zA-Z0-9][a-zA-Z0-9-]{35}$"
     Description: Amazon Q Application ID
 
   IDCApplicationARN:
@@ -21,7 +20,7 @@ Parameters:
   AmazonQRegion:
     Type: String
     Default: "us-east-1"
-    AllowedPattern: '^[a-z]{2}-[a-z]+-[0-9]+$'
+    AllowedPattern: "^[a-z]{2}-[a-z]+-[0-9]+$"
     Description: Amazon Q Region
 
   AmazonQEndpointUrl:
@@ -30,35 +29,34 @@ Parameters:
     Description: (Optional) Amazon Q Endpoint (leave empty for default endpoint)
 
 Resources:
-
   QManagedPolicy:
     Type: AWS::IAM::ManagedPolicy
     Properties:
       PolicyDocument:
-        Version: '2012-10-17'
+        Version: "2012-10-17"
         Statement:
-        - Sid: AllowQChat
-          Effect: Allow
-          Action:
-          - "qbusiness:ChatSync"
-          Resource: !Sub "arn:${AWS::Partition}:qbusiness:${AWS::Region}:${AWS::AccountId}:application/${AmazonQAppId}"
-        
+          - Sid: AllowQChat
+            Effect: Allow
+            Action:
+              - "qbusiness:ChatSync"
+            Resource: !Sub "arn:${AWS::Partition}:qbusiness:${AWS::Region}:${AWS::AccountId}:application/${AmazonQAppId}"
+
   QServiceRole:
     Type: AWS::IAM::Role
     Properties:
       AssumeRolePolicyDocument:
         Version: 2012-10-17
         Statement:
-        - Effect: Allow
-          Principal:
-            AWS:
-            - !Sub arn:${AWS::Partition}:iam::${AWS::AccountId}:root
-          Action:
-          - sts:AssumeRole
-          - sts:SetContext
+          - Effect: Allow
+            Principal:
+              AWS:
+                - !Sub arn:${AWS::Partition}:iam::${AWS::AccountId}:root
+            Action:
+              - sts:AssumeRole
+              - sts:SetContext
       Path: /
       ManagedPolicyArns:
-      - !Ref QManagedPolicy
+        - !Ref QManagedPolicy
 
   QBusinessModelLayer:
     Type: "AWS::Lambda::LayerVersion"
@@ -68,28 +66,28 @@ Resources:
         - python3.12
 
   KMSKey:
-    Type: 'AWS::KMS::Key'
+    Type: "AWS::KMS::Key"
     Properties:
-      KeySpec: 'SYMMETRIC_DEFAULT'
-      KeyUsage: 'ENCRYPT_DECRYPT'
+      KeySpec: "SYMMETRIC_DEFAULT"
+      KeyUsage: "ENCRYPT_DECRYPT"
       KeyPolicy:
-        Version: '2012-10-17'
+        Version: "2012-10-17"
         Statement:
-        - Effect: Allow
-          Principal:
-            AWS: !Sub 'arn:aws:iam::${AWS::AccountId}:root'
-          Action: 'kms:*'
-          Resource: '*'
+          - Effect: Allow
+            Principal:
+              AWS: !Sub "arn:aws:iam::${AWS::AccountId}:root"
+            Action: "kms:*"
+            Resource: "*"
 
   CredentialsTable:
     Type: AWS::DynamoDB::Table
     Properties:
       AttributeDefinitions:
-      - AttributeName: "jti"
-        AttributeType: "S"
+        - AttributeName: "jti"
+          AttributeType: "S"
       KeySchema:
-      - AttributeName: "jti"
-        KeyType: "HASH"
+        - AttributeName: "jti"
+          KeyType: "HASH"
       BillingMode: PAY_PER_REQUEST
       SSESpecification:
         SSEEnabled: True
@@ -102,7 +100,7 @@ Resources:
     Type: AWS::IAM::Role
     Properties:
       AssumeRolePolicyDocument:
-        Version: '2012-10-17'
+        Version: "2012-10-17"
         Statement:
           - Effect: Allow
             Principal:
@@ -132,27 +130,27 @@ Resources:
             Statement:
               - Effect: Allow
                 Action:
-                   - "dynamodb:PutItem"
-                   - "dynamodb:GetItem"
+                  - "dynamodb:PutItem"
+                  - "dynamodb:GetItem"
                 Resource:
-                   - !Sub "arn:${AWS::Partition}:dynamodb:${AWS::Region}:${AWS::AccountId}:table/${DynamoDBTableName}"
+                  - !Sub "arn:${AWS::Partition}:dynamodb:${AWS::Region}:${AWS::AccountId}:table/${DynamoDBTableName}"
           PolicyName: DynamoDbPolicy
         - PolicyDocument:
             Version: 2012-10-17
             Statement:
               - Effect: Allow
                 Action:
-                   - "kms:Decrypt"
-                   - "kms:Encrypt"
+                  - "kms:Decrypt"
+                  - "kms:Encrypt"
                 Resource:
-                   - !Sub "arn:${AWS::Partition}:kms:${AWS::Region}:${AWS::AccountId}:key/${KMSKey}"
+                  - !Sub "arn:${AWS::Partition}:kms:${AWS::Region}:${AWS::AccountId}:key/${KMSKey}"
           PolicyName: KmsPolicy
         - PolicyDocument:
             Version: 2012-10-17
             Statement:
               - Effect: Allow
                 Action:
-                   - "sso-oauth:CreateTokenWithIAM"
+                  - "sso-oauth:CreateTokenWithIAM"
                 Resource: "*"
           PolicyName: OICDPolicy
         - PolicyDocument:
@@ -160,21 +158,21 @@ Resources:
             Statement:
               - Effect: Allow
                 Action:
-                   - "sts:AssumeRole"
-                   - "sts:SetContext"
+                  - "sts:AssumeRole"
+                  - "sts:SetContext"
                 Resource:
-                   - !GetAtt QServiceRole.Arn
+                  - !GetAtt QServiceRole.Arn
           PolicyName: AllowAssumeQRole
 
   QnaItemLambdaHookFunction:
     Type: AWS::Lambda::Function
     Properties:
-    # LambdaHook name must start with 'QNA-' to match QnAbot invoke policy
+      # LambdaHook name must start with 'QNA-' to match QnAbot invoke policy
       FunctionName: !Sub "QNA-LAMBDAHOOK-${AWS::StackName}"
       Handler: lambdahook.lambda_handler
-      Role: !GetAtt 'LambdaFunctionRole.Arn'
+      Role: !GetAtt "LambdaFunctionRole.Arn"
       Runtime: python3.12
-      Layers: 
+      Layers:
         - !Ref QBusinessModelLayer
       Timeout: 60
       MemorySize: 128
@@ -197,12 +195,10 @@ Resources:
           - id: W92
             reason: No requirements to set reserved concurrencies.
 
-
 Outputs:
-
   QnAItemLambdaHookFunctionName:
     Description: QnA Item Lambda Hook Function Name (use with no_hits item for optional ask-Amazon-Q-Business fallback)
-    Value: !Ref 'QnaItemLambdaHookFunction'
+    Value: !Ref "QnaItemLambdaHookFunction"
 
   QnAItemLambdaHookArgs:
     Description: QnA Item Lambda Hook Args (use with no_hits item for optional ask-the-LLM fallback)
@@ -211,4 +207,3 @@ Outputs:
   QnAItemLambdaFunctionRoleArn:
     Description: ARN of the Role created for executing the Lambda function
     Value: !GetAtt LambdaFunctionRole.Arn
-