Embedding model serving for Zeta MLX
Project description
zeta-mlx-embedding
Embedding model serving for Zeta MLX platform.
Installation
pip install zeta-mlx-embedding
Features
- OpenAI Compatible:
/v1/embeddingsendpoint - Multilingual: BGE-M3, E5-Large support
- High Dimension: 1024-dimensional embeddings
Supported Models
| Model | Dimension | Description |
|---|---|---|
| bge-m3 | 1024 | Korean/English optimized |
| multilingual-e5-large | 1024 | Multilingual |
| all-MiniLM-L6-v2 | 384 | Lightweight |
Usage
from zeta_mlx.embedding import EmbeddingEngine
engine = EmbeddingEngine("BAAI/bge-m3")
embeddings = engine.embed(["Hello", "안녕하세요"])
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