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

Map, search, and reuse the moments that perform. Plugs into iconik & Mux.

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 & evaluate

API reference, SDKs, recipes, and architecture guides.

Complete use cases as namespace configurations, with the outcome and the proof.

Browse supported HuggingFace models by task and modality.

Mixpeek vs. Pinecone, Weaviate, Twelve Labs, more.

See what teams are building with Mixpeek.

Learn

Best-of comparisons: vector DBs, embedding models, moderation APIs.

Vendor-neutral deep dives on perception, retrieval, and embeddings.

Launches, deep dives, and field notes from our engineers.

Papers behind multimodal search (MUVERA, SAM 3, and more) explained.

Every term you need: embeddings to re-rankers.

Videos, diagrams & university →

Mission, team, and the multimodal vision.

We're hiring across research, infra, and design.

Talk to sales, support, or press.

45-min working session on your data: leave with a running notebook.

Sign in Request Demo Get started →

Any To Any Models

Browse AI models for multimodal decomposition and recomposition pipelines: plug any model into your extractors.

469 models available

Run models on your own files, free Schedule Demo Read Documentation

Showing 121-144 of 469 models

Any To Any

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

4K

2

transformers

Any To Any

coolthor/gemma-4-12B-it-FP8-dynamic

4K

2

transformers

Any To Any

bartowski/Vortex5_G4-Dark-Soul-26B-A4B-GGUF

4K

7

Any To Any

bartowski/TheDrummer_Artemis-31B-v1-GGUF

4K

3

Any To Any

Dark-Davies/qwen2.5-omni-7B-oss120b-distill

4K

transformers

Any To Any

dahara1/gemma-4-12B-it-qat-UD-japanese-imatrix

4K

14

Any To Any

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

4K

30

transformers

Any To Any

deepseek-ai/Janus-1.3B

4K

599

transformers

Any To Any

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

4K

5

transformers

Any To Any

unsloth/gemma-4-E4B-it-qat-w4a16

4K

3

transformers

Any To Any

prithivMLmods/gemma-4-26B-A4B-Heretic-Stable-GGUF

4K

4

transformers

Any To Any

bartowski/dots-studio_dots3-note-prev-GGUF

4K

2

Any To Any

bartowski/Nimbz_Froopert-31B-GGUF

4K

5

Any To Any

zecanard/gemma-4-E4B-it-ultra-uncensored-heretic-MLX-4bit-mixed_4_6

4K

15

mlx

Any To Any

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

4K

9

transformers

Any To Any

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

3K

7

transformers

Any To Any

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

3K

10

transformers

Any To Any

openbmb/MiniCPM-o-2_6-gguf

3K

118

Any To Any

ggml-org/gemma-4-E4B-GGUF

3K

1

Any To Any

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

3K

8

transformers

Any To Any

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

3K

3

transformers

Any To Any

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

3K

23

mlx

Any To Any

mradermacher/gemma-4-31B-Queen-it-qat-q4_0-unquantized-i1-GGUF

3K

5

transformers

Any To Any

polymathic-ai/aion-base

3K

22

aion

......

6 / 20

Previous

Connectors

Next

Retrievers

What's new in models

All models

Every model page in one place, 375 in total.