Self improving AI platform for information retrieval & discovery. Mixedbread AI's embedding generation API and SDKs. It allows using pre-trained models like UAE-Large to create embeddings for text or images. Potential applications discussed include search, content moderation, and recommendations. The company also offers custom model training and deployment options.