diff --git a/README.md b/README.md
index 27cabcef31c..a597ee7babb 100644
--- a/README.md
+++ b/README.md
@@ -33,60 +33,60 @@ All support for the original AWS SDK `boto` was removed in release 4.0.0.
 ### Inventory plugins
 Name | Description
 --- | ---
-[amazon.aws.aws_ec2](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.aws_ec2_inventory.rst)|EC2 inventory source
-[amazon.aws.aws_rds](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.aws_rds_inventory.rst)|rds instance source
+[amazon.aws.aws_ec2](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.aws_ec2_inventory.rst)|EC2 inventory source
+[amazon.aws.aws_rds](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.aws_rds_inventory.rst)|rds instance source
 
 ### Lookup plugins
 Name | Description
 --- | ---
-[amazon.aws.aws_account_attribute](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.aws_account_attribute_lookup.rst)|Look up AWS account attributes.
-[amazon.aws.aws_secret](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.aws_secret_lookup.rst)|Look up secrets stored in AWS Secrets Manager.
-[amazon.aws.aws_service_ip_ranges](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.aws_service_ip_ranges_lookup.rst)|Look up the IP ranges for services provided in AWS such as EC2 and S3.
-[amazon.aws.aws_ssm](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.aws_ssm_lookup.rst)|Get the value for a SSM parameter or all parameters under a path.
+[amazon.aws.aws_account_attribute](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.aws_account_attribute_lookup.rst)|Look up AWS account attributes.
+[amazon.aws.aws_secret](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.aws_secret_lookup.rst)|Look up secrets stored in AWS Secrets Manager.
+[amazon.aws.aws_service_ip_ranges](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.aws_service_ip_ranges_lookup.rst)|Look up the IP ranges for services provided in AWS such as EC2 and S3.
+[amazon.aws.aws_ssm](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.aws_ssm_lookup.rst)|Get the value for a SSM parameter or all parameters under a path.
 
 ### Modules
 Name | Description
 --- | ---
-[amazon.aws.aws_az_info](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.aws_az_info_module.rst)|Gather information about availability zones in AWS
-[amazon.aws.aws_caller_info](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.aws_caller_info_module.rst)|Get information about the user and account being used to make AWS calls
-[amazon.aws.cloudformation](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.cloudformation_module.rst)|Create or delete an AWS CloudFormation stack
-[amazon.aws.cloudformation_info](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.cloudformation_info_module.rst)|Obtain information about an AWS CloudFormation stack
-[amazon.aws.ec2_ami](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_ami_module.rst)|Create or destroy an image (AMI) in ec2
-[amazon.aws.ec2_ami_info](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_ami_info_module.rst)|Gather information about ec2 AMIs
-[amazon.aws.ec2_eni](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_eni_module.rst)|Create and optionally attach an Elastic Network Interface (ENI) to an instance
-[amazon.aws.ec2_eni_info](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_eni_info_module.rst)|Gather information about ec2 ENI interfaces in AWS
-[amazon.aws.ec2_group](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_group_module.rst)|Maintain an ec2 VPC security group
-[amazon.aws.ec2_group_info](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_group_info_module.rst)|Gather information about ec2 security groups in AWS
-[amazon.aws.ec2_instance](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_instance_module.rst)|Create & manage EC2 instances
-[amazon.aws.ec2_instance_info](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_instance_info_module.rst)|Gather information about ec2 instances in AWS
-[amazon.aws.ec2_key](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_key_module.rst)|Create or delete an ec2 key pair
-[amazon.aws.ec2_metadata_facts](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_metadata_facts_module.rst)|Gathers facts (instance metadata) about remote hosts within EC2
-[amazon.aws.ec2_snapshot](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_snapshot_module.rst)|Creates a snapshot from an existing volume
-[amazon.aws.ec2_snapshot_info](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_snapshot_info_module.rst)|Gathers information about EC2 volume snapshots in AWS
-[amazon.aws.ec2_spot_instance](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_spot_instance_module.rst)|Request, stop, reboot or cancel spot instance
-[amazon.aws.ec2_spot_instance_info](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_spot_instance_info_module.rst)|Gather information about ec2 spot instance requests
-[amazon.aws.ec2_tag](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_tag_module.rst)|Create and remove tags on ec2 resources
-[amazon.aws.ec2_tag_info](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_tag_info_module.rst)|List tags on ec2 resources
-[amazon.aws.ec2_vol](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_vol_module.rst)|Create and attach a volume, return volume id and device map
-[amazon.aws.ec2_vol_info](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_vol_info_module.rst)|Gather information about ec2 volumes in AWS
-[amazon.aws.ec2_vpc_dhcp_option](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_vpc_dhcp_option_module.rst)|Manages DHCP Options, and can ensure the DHCP options for the given VPC match what's requested
-[amazon.aws.ec2_vpc_dhcp_option_info](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_vpc_dhcp_option_info_module.rst)|Gather information about dhcp options sets in AWS
-[amazon.aws.ec2_vpc_endpoint](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_vpc_endpoint_module.rst)|Create and delete AWS VPC Endpoints.
-[amazon.aws.ec2_vpc_endpoint_info](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_vpc_endpoint_info_module.rst)|Retrieves AWS VPC endpoints details using AWS methods
-[amazon.aws.ec2_vpc_endpoint_service_info](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_vpc_endpoint_service_info_module.rst)|Retrieves AWS VPC endpoint service details
-[amazon.aws.ec2_vpc_igw](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_vpc_igw_module.rst)|Manage an AWS VPC Internet gateway
-[amazon.aws.ec2_vpc_igw_info](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_vpc_igw_info_module.rst)|Gather information about internet gateways in AWS
-[amazon.aws.ec2_vpc_nat_gateway](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_vpc_nat_gateway_module.rst)|Manage AWS VPC NAT Gateways
-[amazon.aws.ec2_vpc_nat_gateway_info](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_vpc_nat_gateway_info_module.rst)|Retrieves AWS VPC Managed Nat Gateway details using AWS methods
-[amazon.aws.ec2_vpc_net](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_vpc_net_module.rst)|Configure AWS virtual private clouds
-[amazon.aws.ec2_vpc_net_info](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_vpc_net_info_module.rst)|Gather information about ec2 VPCs in AWS
-[amazon.aws.ec2_vpc_route_table](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_vpc_route_table_module.rst)|Manage route tables for AWS virtual private clouds
-[amazon.aws.ec2_vpc_route_table_info](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_vpc_route_table_info_module.rst)|Gather information about ec2 VPC route tables in AWS
-[amazon.aws.ec2_vpc_subnet](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_vpc_subnet_module.rst)|Manage subnets in AWS virtual private clouds
-[amazon.aws.ec2_vpc_subnet_info](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.ec2_vpc_subnet_info_module.rst)|Gather information about ec2 VPC subnets in AWS
-[amazon.aws.elb_classic_lb](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.elb_classic_lb_module.rst)|Creates, updates or destroys an Amazon ELB
-[amazon.aws.s3_bucket](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.s3_bucket_module.rst)|Manage S3 buckets in AWS, DigitalOcean, Ceph, Walrus, FakeS3 and StorageGRID
-[amazon.aws.s3_object](https://github.com/ansible-collections/amazon.aws/blob/main/docs/amazon.aws.s3_object_module.rst)|Manage objects in S3
+[amazon.aws.aws_az_info](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.aws_az_info_module.rst)|Gather information about availability zones in AWS
+[amazon.aws.aws_caller_info](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.aws_caller_info_module.rst)|Get information about the user and account being used to make AWS calls
+[amazon.aws.cloudformation](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.cloudformation_module.rst)|Create or delete an AWS CloudFormation stack
+[amazon.aws.cloudformation_info](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.cloudformation_info_module.rst)|Obtain information about an AWS CloudFormation stack
+[amazon.aws.ec2_ami](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_ami_module.rst)|Create or destroy an image (AMI) in ec2
+[amazon.aws.ec2_ami_info](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_ami_info_module.rst)|Gather information about ec2 AMIs
+[amazon.aws.ec2_eni](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_eni_module.rst)|Create and optionally attach an Elastic Network Interface (ENI) to an instance
+[amazon.aws.ec2_eni_info](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_eni_info_module.rst)|Gather information about ec2 ENI interfaces in AWS
+[amazon.aws.ec2_group](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_group_module.rst)|Maintain an ec2 VPC security group
+[amazon.aws.ec2_group_info](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_group_info_module.rst)|Gather information about ec2 security groups in AWS
+[amazon.aws.ec2_instance](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_instance_module.rst)|Create & manage EC2 instances
+[amazon.aws.ec2_instance_info](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_instance_info_module.rst)|Gather information about ec2 instances in AWS
+[amazon.aws.ec2_key](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_key_module.rst)|Create or delete an ec2 key pair
+[amazon.aws.ec2_metadata_facts](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_metadata_facts_module.rst)|Gathers facts (instance metadata) about remote hosts within EC2
+[amazon.aws.ec2_snapshot](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_snapshot_module.rst)|Creates a snapshot from an existing volume
+[amazon.aws.ec2_snapshot_info](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_snapshot_info_module.rst)|Gathers information about EC2 volume snapshots in AWS
+[amazon.aws.ec2_spot_instance](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_spot_instance_module.rst)|Request, stop, reboot or cancel spot instance
+[amazon.aws.ec2_spot_instance_info](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_spot_instance_info_module.rst)|Gather information about ec2 spot instance requests
+[amazon.aws.ec2_tag](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_tag_module.rst)|Create and remove tags on ec2 resources
+[amazon.aws.ec2_tag_info](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_tag_info_module.rst)|List tags on ec2 resources
+[amazon.aws.ec2_vol](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_vol_module.rst)|Create and attach a volume, return volume id and device map
+[amazon.aws.ec2_vol_info](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_vol_info_module.rst)|Gather information about ec2 volumes in AWS
+[amazon.aws.ec2_vpc_dhcp_option](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_vpc_dhcp_option_module.rst)|Manages DHCP Options, and can ensure the DHCP options for the given VPC match what's requested
+[amazon.aws.ec2_vpc_dhcp_option_info](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_vpc_dhcp_option_info_module.rst)|Gather information about dhcp options sets in AWS
+[amazon.aws.ec2_vpc_endpoint](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_vpc_endpoint_module.rst)|Create and delete AWS VPC Endpoints.
+[amazon.aws.ec2_vpc_endpoint_info](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_vpc_endpoint_info_module.rst)|Retrieves AWS VPC endpoints details using AWS methods
+[amazon.aws.ec2_vpc_endpoint_service_info](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_vpc_endpoint_service_info_module.rst)|Retrieves AWS VPC endpoint service details
+[amazon.aws.ec2_vpc_igw](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_vpc_igw_module.rst)|Manage an AWS VPC Internet gateway
+[amazon.aws.ec2_vpc_igw_info](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_vpc_igw_info_module.rst)|Gather information about internet gateways in AWS
+[amazon.aws.ec2_vpc_nat_gateway](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_vpc_nat_gateway_module.rst)|Manage AWS VPC NAT Gateways
+[amazon.aws.ec2_vpc_nat_gateway_info](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_vpc_nat_gateway_info_module.rst)|Retrieves AWS VPC Managed Nat Gateway details using AWS methods
+[amazon.aws.ec2_vpc_net](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_vpc_net_module.rst)|Configure AWS virtual private clouds
+[amazon.aws.ec2_vpc_net_info](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_vpc_net_info_module.rst)|Gather information about ec2 VPCs in AWS
+[amazon.aws.ec2_vpc_route_table](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_vpc_route_table_module.rst)|Manage route tables for AWS virtual private clouds
+[amazon.aws.ec2_vpc_route_table_info](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_vpc_route_table_info_module.rst)|Gather information about ec2 VPC route tables in AWS
+[amazon.aws.ec2_vpc_subnet](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_vpc_subnet_module.rst)|Manage subnets in AWS virtual private clouds
+[amazon.aws.ec2_vpc_subnet_info](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.ec2_vpc_subnet_info_module.rst)|Gather information about ec2 VPC subnets in AWS
+[amazon.aws.elb_classic_lb](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.elb_classic_lb_module.rst)|Creates, updates or destroys an Amazon ELB
+[amazon.aws.s3_bucket](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.s3_bucket_module.rst)|Manage S3 buckets in AWS, DigitalOcean, Ceph, Walrus, FakeS3 and StorageGRID
+[amazon.aws.s3_object](https://github.com/ansible-collections/amazon.aws/blob/stable-4/docs/amazon.aws.s3_object_module.rst)|Manage objects in S3
 
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