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

Talent search, brand safety, creative analytics.

Scene search, recommendation, archive access.

Visual search, PDP enrichment, catalog QA.

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

Scene-similarity ranked recommendations with RL.

Brand & Ad Safety

Pre-publish content screening at bid-time speeds.

View all use cases →

Build

API reference, SDKs, recipes, and architecture guides.

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

Browse supported HuggingFace models by task and modality.

See what teams are building with Mixpeek.

Education

Multimodal University

Fundamentals of multimodal retrieval, modules + certs.

Every term you need: embeddings to re-rankers.

Talks, demos, and customer sessions on demand.

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

Mission, team, and the multimodal vision.

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

Talk to sales, support, or press.

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

Sign in Request Demo Start free →

Any To Any Models

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

328 models available

Schedule Demo Read Documentation

Showing 193–216 of 328 models

Any To Any

mlx-community/gemma-4-e4b-it-mxfp4

1K

3

mlx

Any To Any

nightmedia/gemma-4-E2B-it-mxfp4-mlx

1K

1

mlx

Any To Any

mlx-community/gemma-4-12B-it-assistant-8bit

1K

mlx

Any To Any

thdekerk/Huihui-gemma-4-31B-it-v2-MLX-8bit

1K

2

mlx

Any To Any

zecanard/gemma-4-E4B-it-ultra-uncensored-heretic-MLX-2bit-mixed_2_6

1K

1

mlx

Any To Any

prithivMLmods/gemma-4-E4B-it-Uncensored-MAX

992

9

transformers

Any To Any

OsaurusAI/gemma-4-E4B-it-4bit

988

mlx

Any To Any

llmfan46/gemma-4-E2B-it-ultra-uncensored-heretic

981

8

transformers

Any To Any

FakeRockert543/gemma-4-e4b-it-MLX-bf16

968

1

mlx

Any To Any

mlx-community/gemma-4-e4b-bf16

959

mlx

Any To Any

Gen-Verse/MMaDA-8B-Base

955

90

transformers

Any To Any

RumiaChannel/gemma-4-12B-it-uncensored-ara-Refusals2-gguf

951

1

transformers

Any To Any

Jackapan/gemma-4-E2B-it-Q4_K_M-GGUF

949

2

transformers

Any To Any

zecanard/gemma-4-E2B-it-ultra-uncensored-heretic-MLX-2bit-mixed_2_6

941

1

mlx

Any To Any

andyjack/Huihui-gemma-4-26B-A4B-it-abliterated-GGUF

930

transformers

Any To Any

LyraNovaHeart/AuriAetherwiing_G4-E4B-Musica-v1-GGUF

920

1

transformers

Any To Any

key772003/Gemma-4-Queen-31B-it-i1-GGUF

919

transformers

Any To Any

cyankiwi/Qwen3-Omni-30B-A3B-Thinking-AWQ-4bit

909

8

transformers

Any To Any

mradermacher/DarkIdol-Gemma-4-31B-it-FT-i1-GGUF

908

transformers

Any To Any

RumiaChannel/gemma-4-12B-it-uncensored-ara-Refusals4-gguf

905

1

transformers

Any To Any

Alpha-VLLM/Lumina-mGPT-7B-512

900

4

Any To Any

ByteDance-Seed/BAGEL-7B-MoT

884

1,203

bagel-mot

Any To Any

google/gemma-4-E4B-it-qat-mobile-ct

882

10

transformers

Any To Any

yrq985/gemma-4-E2B-it-GGUF

879

......

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