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

Start here

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 97–120 of 328 models

Any To Any

huihui-ai/Huihui-gemma-4-E4B-it-abliterated

4K

22

transformers

Any To Any

groxaxo/Huihui-gemma-4-31B-it-abliterated-v2-GGUF

4K

8

transformers

Any To Any

mradermacher/Darkidol-Gemma-4-E4B-it-i1-GGUF

4K

7

transformers

Any To Any

bytedance-research/Lance

3K

1,029

Lance

Any To Any

Abiray/gemma-4-12b-it-GGUF

3K

13

gguf

Any To Any

samuelchristlie/Lance-GGUF

3K

9

diffusers

Any To Any

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

3K

5

transformers

Any To Any

aisingapore/Gemma-SEA-LION-v4.5-E2B-IT

3K

4

transformers

Any To Any

google/gemma-4-12B-it-qat-q4_0-unquantized

3K

31

transformers

Any To Any

mradermacher/Gemma-4-Queen-31B-it-uncensored-heretic-i1-GGUF

3K

3

transformers

Any To Any

p-e-w/gemma-4-E2B-it-heretic-ara

3K

76

transformers

Any To Any

ggml-org/Qwen2.5-Omni-3B-GGUF

3K

15

Any To Any

huihui-ai/Huihui-gemma-4-31B-it-abliterated-v2

3K

28

transformers

Any To Any

mlx-community/gemma-4-e4b-mxfp8

3K

1

mlx

Any To Any

coder3101/gemma-4-E4B-it-heretic

3K

28

transformers

Any To Any

mlx-community/gemma-4-12B-it-assistant-bf16

3K

3

mlx

Any To Any

deepseek-ai/Janus-1.3B

3K

597

transformers

Any To Any

inclusionAI/Ming-flash-omni-2.0

3K

266

diffusers

Any To Any

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

3K

4

mlx

Any To Any

AEON-7/Nemotron-3-Nano-Omni-AEON-Ultimate-Uncensored-NVFP4

3K

7

transformers

Any To Any

aoiandroid/Qwen2.5-Omni-3B-GGUF

3K

transformers

Any To Any

huihui-ai/Huihui-gemma-4-31B-it-abliterated

2K

31

transformers

Any To Any

mlx-community/gemma-4-e4b-it-bf16

2K

6

mlx

Any To Any

FastFlowLM/Gemma4-E4B-IT-NPU2

2K

1

transformers

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