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 →

Image To Image Models

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

240 models available

Schedule Demo Read Documentation

Showing 1–24 of 240 models

Image To Image

black-forest-labs/FLUX.2-klein-4B

391K

710

diffusers

Image To Image

Qwen/Qwen-Image-Edit-2509

371K

1,159

diffusers

Image To Image

lightx2v/Qwen-Image-Edit-2511-Lightning

333K

455

diffusers

Image To Image

black-forest-labs/FLUX.2-dev

323K

1,747

diffusers

Image To Image

Qwen/Qwen-Image-Edit-2511

229K

1,037

diffusers

Image To Image

stabilityai/stable-diffusion-xl-refiner-1.0

211K

2,048

diffusers

Image To Image

black-forest-labs/FLUX.2-small-decoder

202K

143

diffusers

Image To Image

black-forest-labs/FLUX.2-klein-base-4B

179K

141

diffusers

Image To Image

unsloth/Qwen-Image-Edit-2511-GGUF

169K

494

Image To Image

unsloth/FLUX.2-klein-4B-GGUF

163K

155

ggml

Image To Image

dx8152/Qwen-Edit-2509-Multiple-angles

129K

945

diffusers

Image To Image

black-forest-labs/FLUX.2-klein-9B

128K

851

diffusers

Image To Image

lrzjason/Anything2Real

118K

115

diffusers

Image To Image

unsloth/FLUX.2-klein-9B-GGUF

104K

233

ggml

Image To Image

Alissonerdx/BFS-Best-Face-Swap

96K

598

diffusers

Image To Image

city96/FLUX.2-dev-gguf

88K

146

gguf

Image To Image

black-forest-labs/FLUX.2-klein-base-9B

77K

241

diffusers

Image To Image

black-forest-labs/FLUX.2-klein-4b-fp8

74K

45

diffusion-single-file

Image To Image

autoweeb/Qwen-Image-Edit-2509-Photo-to-Anime

70K

120

diffusers

Image To Image

black-forest-labs/FLUX.1-Kontext-dev

69K

2,652

diffusers

Image To Image

black-forest-labs/FLUX.2-klein-9b-kv-fp8

66K

75

diffusers

Image To Image

Qwen/Qwen-Image-Edit

64K

2,415

diffusers

Image To Image

fal/Qwen-Image-Edit-2511-Multiple-Angles-LoRA

63K

1,395

diffusers

Image To Image

black-forest-labs/FLUX.2-klein-base-4b-fp8

62K

37

diffusion-single-file

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