{
  "id": 6644738,
  "title": "Video and image search in Amazon Bedrock Knowledge Base using Marengo 3.0",
  "url": "https://urgent.news/2026/09/10/video-and-image-search-in-amazon-bedrock-knowledge-base-using-marengo",
  "topic": "ai",
  "section": "AI",
  "published": "2026-09-10T21:15:39.000Z",
  "source": {
    "name": "AWS Machine Learning",
    "slug": "aws-machine-learning",
    "url": "https://aws.amazon.com/blogs/machine-learning/video-and-image-search-in-amazon-bedrock-knowledge-base-using-marengo-3-0/"
  },
  "original_language": "en",
  "account": "Amazon Bedrock Knowledge Bases now supports video and image search using the new Marengo Embed 3.0 embedding model. This breakthrough allows natural language queries to retrieve specific moments from hours of video footage. The technology works with MP4, MOV, JPEG, PNG, and audio files, connecting seamlessly with Amazon S3, SharePoint, and Confluence. Marengo Embed 3.0 encodes video, audio, images, and text into a 512-dimensional vector space for efficient semantic search. With this feature, teams in media, sports analytics, education, security, and retail can easily locate specific moments using natural language. The system handles the entire process, from video ingestion to embedding and indexing, making it a fully managed experience.",
  "summary": "TwelveLabs Marengo Embed 3.0 is now generally available as an embedding model in Amazon Bedrock Knowledge Bases, bringing fully managed natural language search to video, image, and audio content. This walkthrough shows how to build a knowledge base powered by Marengo 3.0 and run semantic queries against your media.",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 3,
    "also_reported_by": [
      {
        "outlet": "TechSpot",
        "title": "Amazon's Prime Video is using AI to make dubbed actors' mouths match the dialogue",
        "url": "https://urgent.news/2026/09/10/amazons-prime-video-is-using-ai-to-make-dubbed-actors-mouths-match",
        "published": "2026-09-10T10:54:00.000Z"
      },
      {
        "outlet": "AWS Machine Learning",
        "title": "How AvioBook builds turnaround insights from operational data with Amazon Bedrock AgentCore",
        "url": "https://urgent.news/2026/09/10/how-aviobook-builds-turnaround-insights-from-operational-data-with",
        "published": "2026-09-10T15:53:05.000Z"
      }
    ]
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}