Swift-log is a logging framework for Swift that provides a simple API for logging. It includes features like log levels, custom metadata, and integrations with other logging frameworks like Willow. The summary demonstrates how to create a Logger, set its log level, and log messages. It also shows how to integrate with Willow by creating a WillowLogHandler that implements the LogHandler protocol.