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 169–192 of 328 models

Any To Any

professorf/gemma-4-E4B-it-gguf

1K

1

transformers

Any To Any

mlx-community/gemma-4-e4b-it-mxfp8

1K

8

mlx

Any To Any

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

1K

transformers

Any To Any

firedancer/gemma-4-E4B-it-ultra-uncensored-heretic-GGUF

1K

transformers

Any To Any

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

1K

10

transformers

Any To Any

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

1K

6

transformers

Any To Any

openbmb/MiniCPM-o-2_6-gguf

1K

118

Any To Any

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

1K

4

transformers

Any To Any

Bingsu/gemma-4-E2B-it-GGUF

1K

gguf

Any To Any

mlx-community/gemma-4-e4b-it-6bit

1K

2

mlx

Any To Any

EZCon/Huihui-gemma-4-E2B-it-abliterated-4bit-g32-mxfp4-mixed_4_8-mlx

1K

mlx

Any To Any

mlx-community/gemma-4-e4b-it-nvfp4

1K

6

mlx

Any To Any

mlx-community/gemma-4-e2b-mxfp8

1K

mlx

Any To Any

huihui-ai/Huihui-gemma-4-E2B-it-abliterated-v2

1K

12

transformers

Any To Any

berkerdooo/gemma-4-12B-it-NVFP4

1K

vllm

Any To Any

AINGUS/gemma-4-E4B-it-heretic-ara-gguf-q4km

1K

transformers

Any To Any

zecanard/gemma-4-E4B-it-ultra-uncensored-heretic-MLX-6bit-int6-affine

1K

2

mlx

Any To Any

igorls/gemma-4-E4B-it-heretic

1K

1

transformers

Any To Any

stepfun-ai/Step-Audio-2-mini

1K

258

transformers

Any To Any

nightmedia/gemma-4-E4B-it-The-DECKARD-Expresso-Universe-HERETIC-UNCENSORED-Thinking-q8-mlx

1K

3

mlx

Any To Any

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

1K

1

transformers

Any To Any

FastFlowLM/Gemma4-E2B-IT-NPU2

1K

3

transformers

Any To Any

haydn-jones/gemma-4-E4B-it-RL

1K

transformers

Any To Any

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

1K

8

mlx

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