Building SOTA Text and Multimodal Embedding Models

Retrieval is one of the main components of modern RAG applications. Many retrieval systems are based on embedding models which are used for underlying vector representations. Building a State-of-the-Art (SOTA) embedding model requires rigorous engineering, precise data curation, and architectural innovation.