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 217–240 of 328 models

Any To Any

Momix-44/Huihui-gemma-4-E2B-it-abliterated-v2

869

1

transformers

Any To Any

PaDT-MLLM/PaDT_Pro_3B

867

2

transformers

Any To Any

google/gemma-4-E2B-it-qat-q4_0-unquantized

867

10

transformers

Any To Any

EZCon/Huihui-gemma-4-E4B-it-abliterated-4bit-g32-mxfp4-mixed_4_8-mlx

856

mlx

Any To Any

FakeRockert543/gemma-4-e4b-it-MLX-8bit

854

1

mlx

Any To Any

QuantStack/HiDream-E1-1-GGUF

852

8

gguf

Any To Any

AIDC-AI/Ovis-U1-3B

847

214

transformers

Any To Any

mlx-community/gemma-4-e2b-bf16

847

mlx

Any To Any

mlx-community/gemma-4-e4b-it-5bit

844

mlx

Any To Any

prithivMLmods/gemma-4-E2B-it-Uncensored-MAX

831

9

transformers

Any To Any

Open4bits/gemma-4-E2B-GGUF

814

3

Any To Any

nightmedia/gemma-4-E4B-it-The-DECKARD-V3-Expresso-HERETIC-UNCENSORED-Thinking-mxfp8-mlx

806

2

mlx

Any To Any

mradermacher/Darkidol-Gemma-4-E2B-it-GGUF

803

3

transformers

Any To Any

nightmedia/gemma-4-E4B-it-Claude-Opus-4.5-HERETIC-UNCENSORED-Thinking-mxfp8-mlx

799

1

mlx

Any To Any

DavidAU/gemma-4-E4B-it-The-DECKARD-Expresso-Universe-HERETIC-UNCENSORED-Thinking

798

27

transformers

Any To Any

zecanard/gemma-4-E4B-it-ultra-uncensored-heretic-MLX-3bit-mixed_3_6

788

1

mlx

Any To Any

unsloth/gemma-4-E2B-it-qat-w4a16

785

2

transformers

Any To Any

locailabs/Jupiter-G-8B

779

4

transformers

Any To Any

Atomic-Germ/Gemma-4-E4B-GLM-4.7-Flash-Instruct-NPU2

774

transformers

Any To Any

DavidAU/gemma-4-E4B-it-The-DECKARD-V2-Strong-HERETIC-UNCENSORED-Thinking

772

4

transformers

Any To Any

DFloat11/OmniGen2-transformer-DF11

770

3

diffusers

Any To Any

professorf/gemma-4-E2B-it-gguf

769

1

transformers

Any To Any

OsaurusAI/gemma-4-E4B-it-8bit

761

1

mlx

Any To Any

OsaurusAI/gemma-4-E2B-it-4bit

758

mlx

......

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