Marengo 3.0 Enables Semantic Search in Bedrock Knowledge Bases

TwelveLabs Marengo Embed 3.0 is now generally available as an embedding model within Amazon Bedrock Knowledge Bases. This model facilitates fully managed natural language search across video, image, and audio content. The walkthrough details the process of building a knowledge base utilizing Marengo 3.0 and subsequently executing semantic queries against media assets. This functionality provides a means to retrieve relevant information based on the meaning of the content, rather than relying on keyword matching.

Source: https://aws.amazon.com/blogs/machine-learning/video-and-image-search-in-amazon-bedrock-knowledge-base-using-marengo-3-0/