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Hi.
You need to add a public subnet, configure a NAT gateway (or NAT instance), and allow the Internet outbound of your private subnet's Lambda function by using NAT.
https://aws.amazon.com/premiumsupport/knowledge-center/internet-access-lambda-function/?nc1=h_ls
Does your authorizer require access to VPC resources, e.g., RDS? If not, there is no reason to attach it to a VPC.