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

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Vector Store (MVS)

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

Managed Indexing

Connect a bucket and auto-extract scenes, faces, OCR, transcripts, and embeddings.

Build

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

Feature Extractors

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

S3, GCS, R2, Mux, LangChain, MCP, and more. Connect your stack.

Generate and store embeddings from 50+ models, then search them.

By Industry

Map, search, and reuse the moments that perform. Plugs into iconik & Mux.

Talent search, brand safety, creative analytics.

Scene search, recommendation, archive access.

Visual search, PDP enrichment, catalog QA.

Lecture search, transcript Q&A, content safety.

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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

Scene-similarity ranked recommendations with RL.

Brand & Ad Safety

Pre-publish content screening at bid-time speeds.

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Build & evaluate

API reference, SDKs, recipes, and architecture guides.

Browse supported HuggingFace models by task and modality.

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

Media & data converters — no account, runs in your browser.

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 →

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.

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Get started

What are you bringing?

Pick the path that matches your input. You can add managed extraction later without rebuilding your retrieval layer.

MVS

I have embeddings

Bring your own vectors and search up to 1M of them, from $25/mo.

BYO embeddings

Object storage backed

Agent-native retrieval

Start with MVS Learn about MVS

Managed

I have files

Connect object storage and let Mixpeek extract, embed, and index every object.

Video, image, audio, docs

Managed extractors

Searchable features

Start with Managed Talk to us

Demos

I'm just exploring

See Mixpeek running on real data first — live retrievers and canvas apps you can try right now.

Live retriever APIs

Real datasets

Nothing to set up

Browse the showcase See the marketplace

Not sure? Start with Managed — connect object storage and let Mixpeek extract, embed, and index your raw files for you. Already generating your own embeddings? MVS is built for that.