- When you sign up for AWS, you provide an email address and password that is associated with your AWS account. You use these credentials to sign in to secure AWS web pages like the AWS Management Console, AWS Discussion Forums, or AWS Support Center. The account email address and password are root-level credentials, meaning anyone that uses these credentials has full access to all resources in the account. We recommend instead that you can use an IAM user name and password to sign in to AWS web pages.
Vector Databases Usage: Typically used for vector search use cases such as visual, semantic, and multimodal search. More recently, they are paired with generative AI text models for conversational search experiences. Development Process: Begins with building an embedding model designed to encode a corpus (e.g., product images) into vectors. The data import process is referred to as data hydration. Application Development: Application developers utilize the database to search for similar products. This involves encoding a product image and using the vector to query for similar images. k-Nearest Neighbor (k-NN) Indexes: Within the model, k-nearest neighbor (k-NN) indexes facilitate efficient retrieval of vectors. A distance function like cosine is applied to rank results by similarity.
Comments