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 49–72 of 328 models

Any To Any

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

17K

11

transformers

Any To Any

deepseek-ai/Janus-Pro-1B

16K

476

transformers

Any To Any

google/gemma-4-12B-it-assistant

15K

69

transformers

Any To Any

Mungert/gemma-4-12B-it-GGUF

14K

transformers

Any To Any

Gen-Verse/MMaDA-8B-MixCoT

14K

30

transformers

Any To Any

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

13K

21

transformers

Any To Any

prithivMLmods/gemma-4-E4B-it-FP8

12K

5

transformers

Any To Any

deepseek-ai/Janus-Pro-7B

12K

3,616

transformers

Any To Any

unsloth/Qwen2.5-Omni-7B-GGUF

10K

74

transformers

Any To Any

onnx-community/gemma-4-E4B-it-ONNX

10K

13

transformers.js

Any To Any

google/gemma-4-E4B-it-qat-q4_0-gguf

10K

26

Any To Any

snu-aidas/Dynin-Omni

9K

19

transformers

Any To Any

MoonRide/gemma-4-12B-it-heretic-GGUF

9K

4

transformers

Any To Any

marksverdhei/Qwen3-Omni-30B-A3B-FP8

9K

4

transformers

Any To Any

unsloth/gemma-4-E4B-it-qat-mobile-GGUF

9K

8

transformers

Any To Any

google/gemma-4-E4B-it-qat-w4a16-ct

8K

3

transformers

Any To Any

inclusionAI/LLaDA2.0-Uni

7K

247

transformers

Any To Any

prithivMLmods/gemma-4-E4B-it-NVFP4

7K

3

transformers

Any To Any

shunyang90/Qwen3-Omni-30B-A3B-Instruct-NVFP4

7K

1

transformers

Any To Any

mlx-community/gemma-4-e4b-it-8bit

7K

23

mlx

Any To Any

pekkAi/gemma-4-E4B-it-ultra-uncensored-heretic-nvfp4

7K

transformers

Any To Any

ngxson/Home-Cook-Mistral-Small-Omni-24B-2507-GGUF

7K

27

Any To Any

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

6K

47

transformers

Any To Any

inclusionAI/LLaDA2.0-Uni-FP8

6K

5

transformers

...

3 / 14

Previous

Connectors

Next

Retrievers