ksmin23

aws-dms-cdc-data-pipeline

Data Pipeline for CDC data from MySQL DB to Amazon OpenSearch Service through Amazon Kinesis using Amazon Data Migration Service(DMS).

aws-kr-startup-samples

A collection of AWS Korea Startup SA team materials for hands-on labs.

opensearch-serverless-common-usage-patterns

Typical use cases of opensearch serverelss: search, time-series, kinesis firehose integration, securing with VPC

transactional-datalake-using-apache-iceberg-on-aws-glue

Stream CDC into an Amazon S3 data lake in Apache Iceberg format with AWS Glue Streaming and DMS

web-analytics-on-aws

This web analytics demo shows how to collect web logs with API Gateway and store them into S3 through Amazon Kinesis. Then this project shows how to analyze web logs with Amazon Athena.

aws-msk-debezium-cdc-data-pipeline

Data Pipeline for CDC data from MySQL DB to Amazon S3 through Amazon MSK using Amazon MSK Connect (Debezium).

image-insights

automatic image tagger and image tag analysis

my-aws-cdk-examples

A collection of AWS CDK Python examples with architecture diagrams for frequently used AWS services

rag-with-amazon-opensearch-and-sagemaker

Question Answering Generative AI application with Large Language Models (LLMs) and Amazon OpenSearch Service

rag-with-postgresql-pgvector-and-sagemaker

Question Answering application with Large Language Models (LLMs) and Amazon Aurora Postgresql using pgvector

ksmin23/my-aws-cdk-examples

A collection of AWS CDK Python examples with architecture diagrams for frequently used AWS services

ksmin23/rag-with-postgresql-pgvector

Question Answering application with Large Language Models (LLMs) and Amazon Aurora Postgresql using pgvector

ksmin23/rag-with-amazon-opensearch-and-sagemaker

Question Answering Generative AI application with Large Language Models (LLMs) and Amazon OpenSearch Service

ksmin23/aws-msk-debezium-cdc-data-pipeline

Data Pipeline for CDC data from MySQL DB to Amazon S3 through Amazon MSK using Amazon MSK Connect (Debezium).

ksmin23/image-insights

automatic image tagger and image tag analysis

ksmin23/aws-msk-serverless-debezium-cdc-data-pipeline

Data Pipeline for CDC data from MySQL DB to Amazon S3 through Amazon MSK Serverless using Amazon MSK Connect (Debezium).

ksmin23/rag-with-haystack-and-amazon-opensearch

Question Answering Generative AI application with Large Language Models (LLMs) and Amazon OpenSearch Service using Haystack

ksmin23/rag-with-amazon-bedrock-and-opensearch

Question Answering application with Amazon Bedrock and Amazon OpenSearch Service.

ksmin23/semantic-vector-search-with-sagemaker-pgvector

A search application using Aurora Postgresql and pgvector for an online retail store product catalog

ksmin23/pytorch-forecasting-sagemaker

PyTorch Forecasting SageMaker Examples

ksmin23/rag-with-amazon-bedrock-and-kendra

Question Answering Generative AI application with Large Language Models (LLMs) and Amazon Kendra

ksmin23/rag-with-amazon-kendra-and-sagemaker

Question Answering Generative AI application with Large Language Models (LLMs) and Amazon Kendra

ksmin23/rag-with-amazon-opensearch-serverless-and-sagemaker

Question Answering Generative AI application with Large Language Models (LLMs) and Amazon OpenSearch Serverless Service

ksmin23/vector-based-semantic-text-search

This project shows how to search texts using KNN-algoritm. The embeded texts are indexed into OpenSearch, and a query is converted into a vector as an input of KNN

ksmin23/ad-creatives-and-gen-ai-stable-diffusion

ksmin23/amazon-bedrock-workshop

This is a workshop designed for Amazon Bedrock a foundational model service.

ksmin23/amazon-memorydb-for-redis-samples

Code samples for Amazon MemoryDB for Redis is a durable database with microsecond reads, low single-digit millisecond writes, scalability, and enterprise security.

ksmin23/amazon-sagemaker-mlflow-fargate

Managing your machine learning lifecycle with MLflow and Amazon SageMaker

ksmin23/awesome-cdk

A collection of awesome things related to the AWS Cloud Development Kit (CDK)

ksmin23/aws-dms-serverless-mysql-to-s3-migration

AWS DMS Serverless data pipeline from MySQL to S3

ksmin23/aws-dms-serverless-to-kinesis-data-pipeline

Data Pipeline for CDC data from MySQL DB to Amazon Kinesis Data Streams through Amazon Kinesis using Amazon DMS Serverless

ksmin23/aws-rss-feed-trans-bot-on-ecs

영문 AWS 최신 소식 (What's New with AWS?)을 한국어로 자동번역해서 e-mail로 발송해주는 solution

ksmin23/deep-learning-from-scratch-1

『밑바닥부터 시작하는 딥러닝』(한빛미디어, 2017)

ksmin23/lambda-cdc-to-kinesis

AWS Lambda function to load CDC(Change Data Capture) from RDS (MySQL) to Kinesis Data Streams.

ksmin23/rag-with-amazon-bedrock-and-memorydb

Question Answering Generative AI application with Large Language Models (LLMs), Amazon Bedrock, and Amazon MemoryDB for Redis

ksmin23/rag-with-knowledge-bases-for-amazon-bedrock

QA with RAG using LLMs and Knowledge Bases for Amazon Bedrock

ksmin23/streaming-count-sketches-with-hyperloglog-in-redis

Streaming Count Sketches with HyperLogLog in Amazon MemoryDB for Redis

ksmin23/streaming-data-pipeline-from-kafka-to-s3-using-aws-kinesis-firehose

Streaming data pipeline to continuously load data from an Amazon MSK or MSK Serverless cluster to Amazon S3 using Amazon Kinesis Data Firehose.

ksmin23/transactional-datalake-using-amazon-msk-iceberg-on-aws-glue

Stream CDC into an Amazon S3 data lake in Apache Iceberg format with AWS Glue Streaming and MSK Connect (Debezium)

ksmin23/transactional-datalake-using-amazon-msk-serverless-iceberg-on-aws-glue

Stream CDC into an Amazon S3 data lake in Apache Iceberg format with AWS Glue Streaming and MSK Connect (Debezium)