NEWWhy single embeddings fail for video — and what to do instead.Why single embeddings fail for video.Read the post →

Ingest & Store

Retrieve & Analyze

Retrievers

Compose multi-stage search in <100ms:filter, join, rerank.

Clusters

Group scenes, faces or objects by similarity with Thompson sampling.

Taxonomies

Encode your domain as versioned ontologies enforced at query time.

By Industry

Advertising

Talent search, brand safety, creative analytics.

Entertainment

Scene search, recommendation, archive access.

E-Commerce

Visual search, PDP enrichment, catalog QA.

Education

Lecture search, transcript Q&A, content safety.

View all solutions →

By Use Case

Face & Person Search

Find anyone across video libraries in milliseconds.

IP & Copyright Detection

Logos, songs, faces:one pipeline, one report.

Visual Taste & Recs

Brand & Ad Safety

Pre-publish content screening at bid-time speeds.

View all use cases →

Build

Documentation

API reference, SDKs, recipes, and architecture guides.

Blog

Launches, deep dives, and field notes from our engineers.

Models

Browse supported HuggingFace models by task and modality.

Showcase

See what teams are building with Mixpeek.

Changelog

Latest releases, fixes, and improvements.

Education

Multimodal University

Fundamentals of multimodal retrieval, modules + certs.

Data Glossary

Every term you need:embeddings to re-rankers.

Video Library

Talks, demos, and customer sessions on demand.

Comparisons

Mixpeek vs. Pinecone, Weaviate, Twelve Labs, more.

Company

Mission, team, and the multimodal vision.

Careers

We're hiring across research, infra, and design.

Contact

Talk to sales, support, or press.

Pilot Program

White-glove 30-day production pilot for new customers.

Integrations Pricing

Models/Segmentation/facebook/sam3.1

HFSegmentation

sam3.1

by facebook

270Kdl/month

HuggingFace Use in Pipeline

Identifiers

Model ID

facebook/sam3.1

Feature URI

mixpeek://image_extractor@v1/facebook_sam31_v1

Specification

FrameworkHF

Organizationfacebook

FeatureSegmentation

Outputmask + label

Modalitiesvideo, image

RetrieverMask Filter

Downloads/mo270K

Build a pipeline with sam3.1

Add this model to a processing pipeline alongside other extractors. Combine with retrieval stages for end-to-end search.

Open Pipeline Builder

Alternative Models

facebook/sam-vit-huge

Segmentation

facebook/sam2.1-hiera-large