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 145-168 of 469 models

Any To Any

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

3K

16

Any To Any

RedHatAI/gemma-4-E2B-it

3K

3

transformers

Any To Any

KRAFTON/Raon-Speech-9B

3K

56

transformers

Any To Any

inclusionAI/LLaDA2.0-Uni-FP8

3K

5

transformers

Any To Any

inclusionAI/Ming-flash-omni-2.0

3K

274

diffusers

Any To Any

llmfan46/gemma-4-E4B-it-uncensored-heretic-GGUF

3K

13

transformers

Any To Any

mlx-community/gemma-4-e4b-mxfp8

3K

1

mlx

Any To Any

huihui-ai/Huihui-gemma-4-E2B-it-qat-q4_0-unquantized-abliterated

3K

5

transformers

Any To Any

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

3K

34

transformers

Any To Any

cyankiwi/Qwen3-Omni-30B-A3B-Thinking-AWQ-4bit

3K

8

transformers

Any To Any

samuelchristlie/Lance-GGUF

3K

9

diffusers

Any To Any

OmniGen2/OmniGen2

3K

452

diffusers

Any To Any

tinybiggames/Huihui-gemma-4-12B-it-qat-q4_0-unquantized-abliterated-GGUF

3K

transformers

Any To Any

deepseek-community/Janus-Pro-7B

3K

3

transformers

Any To Any

marcus230/gemma-4-E4B-it-ultra-uncensored-heretic-GGUF

3K

1

transformers

Any To Any

prithivMLmods/gemma-4-E4B-it-Uncensored-MAX

3K

12

transformers

Any To Any

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

3K

39

transformers

Any To Any

professorf/gemma-4-12B-it-gguf

3K

1

transformers

Any To Any

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

3K

82

transformers

Any To Any

bytedance-research/Lance

3K

1,047

Lance

Any To Any

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

3K

26

Any To Any

huihui-ai/Huihui-gemma-4-12B-it-abliterated

3K

208

transformers

Any To Any

AviadDahan/LTX-2.3-ID-LoRA-CelebVHQ-3K

3K

64

ltx

Any To Any

AviadDahan/LTX-2.3-ID-LoRA-TalkVid-3K

3K

60

ltx

......

7 / 20

Previous

Connectors

Next

Retrievers

What's new in models

All models

Every model page in one place, 375 in total.