The following diagram shows how you can use API-driven artificial intelligence/machine learning (AI/ML) services such as Amazon Transcribe, Amazon Translate, and Amazon Comprehend to automatically process audio files via simple API integrations. The architecture shows you how to upload raw audio and create a pipeline for multi-language insights through a serverless architecture. The pipeline integrates with the Amazon Kendra smart search functionality to assist in a natural language query of audio content.