Marengo

Marengo

TwelveLabs
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About

Marengo is a multimodal video foundation model that transforms video, audio, image, and text inputs into unified embeddings, enabling powerful “any-to-any” search, retrieval, classification, and analysis across vast video and multimedia libraries. It integrates visual frames (with spatial and temporal dynamics), audio (speech, ambient sound, music), and textual content (subtitles, overlays, metadata) to create a rich, multidimensional representation of each media item. With this embedding architecture, Marengo supports robust tasks such as search (text-to-video, image-to-video, video-to-audio, etc.), semantic content discovery, anomaly detection, hybrid search, clustering, and similarity-based recommendation. The latest versions introduce multi-vector embeddings, separating representations for appearance, motion, and audio/text features, which significantly improve precision and context awareness, especially for complex or long-form content.

About

Wan2.7 VideoEdit, available in Alibaba Cloud Model Studio, is an instruction-based AI video editing model designed to transform existing video content through natural language commands while preserving the original structure and motion. Instead of generating videos from scratch, it allows users to upload a source clip and describe desired changes such as modifying backgrounds, adjusting lighting, altering colors, applying stylistic transformations, or even changing elements like clothing, enabling iterative refinement without restarting the creative process. As part of the broader Wan2.7 multimedia system, it integrates seamlessly with other capabilities, including text-to-video, image-to-video, and reference-based generation, forming a unified workflow that supports creation, editing, continuation, and reshaping of visual content. The model emphasizes high-quality output with improved motion smoothness, visual coherence, and support for HD formats.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Media companies, AI researchers, and platforms searching for a tool to build smart search engines, content discovery tools, recommendation systems, or video-analysis workflows

Audience

Content creators and video editors who want to modify and enhance existing footage using AI-driven, prompt-based editing workflows

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

$0.042 per minute
Free Version
Free Trial

Pricing

$0.1 per second
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

TwelveLabs
Founded: 2021
United States
www.twelvelabs.io/product/models-overview#marengo

Company Information

Alibaba
Founded: 1999
China
modelstudio.console.alibabacloud.com/ap-southeast-1

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Categories

Categories

Integrations

Toucan AI
TwelveLabs

Integrations

Toucan AI
TwelveLabs
Claim Marengo and update features and information
Claim Marengo and update features and information
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Claim Wan2.7 VideoEdit and update features and information