A new proposal for an Embedding API aims to standardize how developers integrate vector representations into applications. The prototype focuses on reducing latency and simplifying the handshake between models and databases. It targets a specific pain point in RAG pipelines. Practitioners can expect a more consistent interface for managing high-dimensional data across different providers.