embed

Vectors for video, built for production.

Marengo produces 512-dimensional embeddings across visual, audio, dialogue, and on-screen text in a single vector. Ready for semantic search, recommendations, RAG, and anomaly detection.

Try on Playground

From video to vectors, in one call.

Generate contextual vectors across every modality: visual, audio, spoken word, and on-screen text. A single embedding to power semantic search, recommendations, anomaly detection, and RAG pipelines.

Multimodal shouldn't mean multi-model.

One model handles image, audio, text, and video. No stitching, no separate pipelines, no orchestration between vendors for cross-modal queries.

Domain specific.

Marengo understands your domain vocabulary and customer-specific terminology. Embeddings reflect how your team and your buyers actually describe the world.

Faster processing. Better results.

Native video support reduces processing time, increases throughput and lowers cost. At 180x run time indexing, process 10,000 hours of video in less than an hour.

From video to vectors, in one call.

Generate contextual vectors across every modality: visual, audio, spoken word, and on-screen text. A single embedding to power semantic search, recommendations, anomaly detection, and RAG pipelines.

Multimodal shouldn't mean multi-model.

One model handles image, audio, text, and video. No stitching, no separate pipelines, no orchestration between vendors for cross-modal queries.

Domain specific.

Marengo understands your domain vocabulary and customer-specific terminology. Embeddings reflect how your team and your buyers actually describe the world.

Faster processing. Better results.

Native video support reduces processing time, increases throughput and lowers cost. At 180x run time indexing, process 10,000 hours of video in less than an hour.

Vectors for video, built for production.

From video to vectors, in one call.

Multimodal shouldn't mean multi-model.

Domain specific.

Faster processing. Better results.

From video to vectors, in one call.

Multimodal shouldn't mean multi-model.

Domain specific.

Faster processing. Better results.

Build with video embeddings

Build with video embeddings

Build with video embeddings

Build with video embeddings

RAG pairing

High-quality training data

Training models

Anomaly detection

Integrate with your personalized SDK — and your vision.

Integrate with your personalized SDK — and your vision.

Sample apps

Contextual and Personalized Ads

Recommendations using Multimodal Embeddings

Try it on Playground