Vadym Kazulkin's all blog posts
March 1, 2026
aws lambda,amazon dynamodb,lambda managed instances,aws,serverless,aws sam,amazon api gateway,java
In this article, we’ll cover such Lambda Managed Instances topics as monitoring, currently unsupported features, current challenges, and pricing…
February 15, 2026
genai,amazon nova,aws sdk,aws,multimodal embeddings,amazon s3 vectors,similarity search,vector store,java
In this part of the series, we’ll take a look at the similarity search across all (text, image, audio, and video) created embeddings in S3 Vectors…
February 1, 2026
amazon dynamodb,aws,lambda managed instances,serverless,aws sam,amazon api gateway,java,aws lambda
In this article, we’ll cover how to create Lambda functions and attach them to a capacity provider…
January 20, 2026
amazon nova,aws,aws sdk,multimodal embeddings,amazon s3 vectors,java,vector store,genai
In this article, we cover creating audio and video embeddings with Amazon Nova 2 Multimodal Embeddings and storing them into Amazon S3 Vectors using AWS Java SDK…
January 10, 2026
amazon dynamodb,aws,lambda managed instances,serverless,aws sam,java,amazon api gateway,aws lambda
In this article, we’ll explain what Lambda Capacity Provider is and how to create it using AWS SAM…
January 1, 2026
amazon nova,aws,aws sdk,multimodal embeddings,amazon s3 vectors,java,vector store,generative ai,genai
In this article, we cover creating text and image embeddings with Amazon Nova 2 Multimodal Embeddings and storing them into Amazon S3 Vectors using AWS Java SDK…
December 29, 2025
lambda managed instances,java,serverless,aws sam,amazon api gateway,aws lambda,amazon dynamodb,aws
In this article, we explain the ideas behind AWS Lambda Managed Instances and introduce our sample application…
December 26, 2025
aws sdk,multimodal embeddings,amazon s3 vectors,java,vector store,generative ai,genai,aws,amazon nova
In this article, we introduce the Amazon Nova 2 Multimodal Embeddings and Amazon S3 Vectors and give an overview of their key features…