Thursday, December 26, 2024

AI: multi-modal embeddings model @ Amazon Bedrock

Amazon Titan is "native" multi-modal (text, images) AI model trained by and available at AWS


Using Titan Multimodal Embeddings, you can generate embeddings for your content and store them in a vector database. When an end user submits any combination of text and image as a search query, the model generates embeddings for the search query and matches them to the stored embeddings to provide relevant search and recommendations results to end users. For example, a stock photography company with hundreds of millions of images can use the model to power its search functionality, so users can search for images using a phrase, image, or a combination of image and text.




Local-first web apps

 Local-first, y/n? with Johannes Schickling & James Long (Changelog & Friends #71)