Composed text and image search
TwelveLabs is proud to announce that Marengo 3.0 R2 is now available with the following enhancements:
Search using text descriptions and images in a single query. This feature allows you to specify both visual references and textual context for more precise results.
For concepts, see the Composed text and image queries page. For a how-to guide, see the Search page. For complete parameter specifications, see the Make any-to-video search requests page.
Improved cinematography understanding
The platform now provides enhanced search performance for cinematography terms like zoom, pan, and tracking shot.
Enhanced control over spoken word searches
Search spoken words independently from other audio using the new transcription value in the search_options parameter.
The transcription_options parameter offers two matching methods:
- Lexical matching: Finds exact words and phrases (ideal for product names and technical terms)
- Semantic matching: Finds concepts expressed differently (ideal for general topics)
- Combined: Uses both methods for comprehensive results
For more details and example use cases, see the Transcription options section. For complete parameter specifications, see the Make any-to-video search requests page.
Expanded language support for video search
The Marengo 3.0 video understanding model now supports 36 languages, in addition to English, for video search operations (up from 12 languages). Language support applies to your queries, regardless of the language used in the content.
- Find visual content: Query in any language to locate objects, actions, on-screen text, and brand logos.
- Find sounds and music: Query in any language to locate music, sound effects, and ambient audio.
- Find spoken words: Query in any language to locate dialogue and conversations. Use semantic search to query in one language and find content in another. Use a lexical search to find exact phrases in the same language as the content.
Supported languages: Arabic, Bengali, Chinese (Simplified), Croatian, Cusco, Czech, Danish, Dutch, English, Farsi, Filipino, Finnish, French, German, Greek, Hebrew, Hindi, Hungarian, Indonesian, Italian, Japanese, Korean, Maori, Norwegian, Polish, Portuguese, Romanian, Russian, Spanish, Swahili, Swedish, Telugu, Thai, Turkish, Ukrainian, and Vietnamese.
Enhanced sports intelligence
The Marengo 3.0 video understanding model enhances the recognition of soccer and basketball actions, and provides support for baseball, ice hockey, and American football.
Extended audio processing
Process up to four hours of audio content while maintaining context.