Configurable Embedding Output Formats With Normalization

High-performance embedding models by Jina.

Unique: Server-side L2 normalization with configurable output formats (float/binary/base64) in single API call eliminates client-side post-processing; binary quantization reduces storage by 32x compared to float32 while maintaining vector database compatibility

vs others: Integrated normalization and format selection reduce implementation complexity compared to alternatives requiring separate normalization libraries or custom quantization pipelines