access: api

display_name: OpenAI text-embedding-3-large

provider: openai

status: active


display_name: OpenAI text-embedding-3-small


display_name: Voyage 4 Large

notes: Supports 256, 512, 1024, and 2048 output dimensions.

provider: voyage


display_name: Voyage 4


display_name: Voyage 4 Lite


display_name: Voyage Multimodal 3.5

modalities: text image document

notes: Current provider path covers text, image, and document inputs; video support needs provider work before benchmark inclusion.


display_name: Gemini Embedding 2

modalities: text image audio video document

notes: Embeddings 2 retrieval specialization uses prompt instructions rather than the legacy task_type field.

provider: gemini


display_name: Jina Embeddings v5 Text Small

notes: v5 text family supports task-specific LoRA adapters and Matryoshka dimensions.

provider: jina


display_name: Jina Embeddings v5 Text Nano

notes: Smallest v5 text API candidate for cheap smoke runs.


display_name: Jina Embeddings v4

notes: Supports task-specific LoRA adapters and multimodal embeddings.


display_name: Cohere Embed v4.0

notes: Local loop snapshot reports recent 403 access errors; keep out of default smoke runs until rechecked.

provider: cohere


display_name: Cohere Embed Multilingual v3.0

notes: Text-only fallback candidate; keep in access recheck until Cohere account/API path is verified.


display_name: DashScope text-embedding-v4

notes: Qwen3-Embedding API model; registry uses the provider's 1024-dim default smoke setting.

provider: dashscope


display_name: DashScope Qwen3-VL-Embedding

modalities: text image video

notes: Provider routes single text, image, or video items through MultiModalEmbedding; fused multi-item inputs are not covered by this smoke path.


display_name: ARK Doubao Embedding Large Text 250515

notes: Text embedding model available through the Volcengine ARK OpenAI-compatible endpoint.

provider: ark


display_name: Volcengine Doubao Embedding Vision 251215

notes: Registered for follow-up only; endpoint/deployment compatibility and MRL dimension behavior still need validation.

provider: volcengine


access: open-weight

display_name: CLIP ViT-B/32

modalities: text image