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 121–144 of 328 models

Any To Any

OmniGen2/OmniGen2

2K

442

diffusers

Any To Any

FunAudioLLM/Fun-Audio-Chat-8B

2K

185

transformers

Any To Any

Mungert/gemma-4-E2B-it-GGUF

2K

transformers

Any To Any

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

2K

12

transformers

Any To Any

google/gemma-4-E2B-it-qat-w4a16-ct

2K

3

transformers

Any To Any

Jonathan1909/Ming-flash-omni-2.0

2K

diffusers

Any To Any

professorf/gemma-4-26B-A4B-it-gguf

2K

1

transformers

Any To Any

huihui-ai/Huihui-gemma-4-E2B-it-abliterated

2K

49

transformers

Any To Any

cyankiwi/Qwen3-Omni-30B-A3B-Instruct-AWQ-8bit

2K

7

transformers

Any To Any

prithivMLmods/gemma-4-E2B-it-NVFP4

2K

1

transformers

Any To Any

ImanolSuarez/gemma-4-E2B-it-heretic-seguridadDeLaInformacion

2K

2

transformers

Any To Any

mlx-community/gemma-4-e2b-it-8bit

2K

4

mlx

Any To Any

ggml-org/Qwen2.5-Omni-7B-GGUF

2K

23

Any To Any

LetheanNetwork/lemer-bk

2K

1

transformers

Any To Any

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

2K

1

mlx

Any To Any

OpenYourMind/gemma-4-12B-it-abliterated-uncensored

2K

32

transformers

Any To Any

mlx-community/gemma-4-e2b-it-bf16

2K

mlx

Any To Any

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

2K

transformers

Any To Any

Alpha-VLLM/Lumina-DiMOO

2K

158

diffusers

Any To Any

mlx-community/gemma-4-12B-nvfp4

2K

3

mlx

Any To Any

openbmb/MiniCPM-o-2_6-int4

2K

53

transformers

Any To Any

onnx-community/Janus-Pro-1B-ONNX

2K

50

transformers.js

Any To Any

Alpha-VLLM/Lumina-mGPT-7B-768

2K

39

transformers

Any To Any

mradermacher/Darkidol-Gemma-4-E2B-it-i1-GGUF

2K

1

transformers

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