NEWMVS for embeddings. Managed for files. Both on object storage.Vectors or files. Pick a path.Start →

Choose how much Mixpeek handles

Deploy a working pipeline for one job in one click, then point it at your bucket.

Managed indexing

Connect a bucket. Mixpeek extracts scenes, faces, text and transcripts.

Bring your own models

Pick from 400+ models, or run your own on Enterprise.

Vector Store (MVS)

Bring your own vectors. Dense, sparse and BM25 search on object storage.

Building blocks

Feature Extractors

Typed pipelines for faces, scenes, transcripts, OCR, fingerprints.

Compose multi-stage search: filter, join, rerank.

S3, GCS, R2, Mux, LangChain, MCP, and more.

How it works →

Outcomes

Find what makes your best ads work

The hooks and patterns in your top-performing video ads, ready for the next brief.

Moderate a video corpus

Segment every video, keep a keyframe record and match brand marks against your set.

Search documents by how they look

Find PDF pages by layout, charts and tables, with no OCR step.

All solutions and industries →

By file type

Find any moment by what is seen, said or shown on screen.

Search images by content, faces, text and similarity.

Transcripts, speakers and sounds you can query.

Document Intelligence

Layout, tables and text pulled from PDFs and scans.

Browse the showcase →

Build & evaluate

API reference, SDKs, recipes, and architecture guides.

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

See what teams are building with Mixpeek.

Learn

Best-of comparisons: vector DBs, embedding models, moderation APIs.

Vendor-neutral deep dives on perception, retrieval, and embeddings.

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

Papers behind multimodal search (MUVERA, SAM 3, and more) explained.

Every term you need: embeddings to re-rankers.

Videos, diagrams & university →

Deploy a template in one click →

Mission, team, and the multimodal vision.

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

Talk to sales, support, or press.

45-min working session on your data: leave with a running notebook.

One-click templates Pricing

Sign in Request Demo Get started →

Summarization Models

Browse AI models for multimodal decomposition and recomposition pipelines: plug any model into your extractors.

217 models

Run models on your own files, free Schedule demo Docs

217 models

Summarization
rudalson/kobart-summarization-xlsum
Downloads
140
Library
transformers
View modelHugging Face

Previous

Integrations

Next

Retrievers

What's new in models

All models

Every model page in one place, 442 in total.