Pinned Repositories
amazon-emr-with-delta-lake
Amazon EMR Notebook to show how to read from and write to Delta tables with Amazon EMR
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).
deploy-langfuse-on-ecs-with-fargate
Hosting Langfuse on Amazon ECS with Fargate using CDK Python
saas-metering-system-on-aws
This project shows how to implement a simple SaaS metering system on AWS
transactional-datalake-using-apache-iceberg-on-aws-glue
Stream CDC into an Amazon S3 data lake in Apache Iceberg table format with AWS Glue Streaming and DMS
aws-glue-etl-pyspark-cheatsheet
Docker를 활용한 로컬에서 실행 가능한 AWS Glue PySpark ETL 예제
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's Repositories
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-and-sagemaker
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/image-insights
automatic image tagger and image tag analysis
ksmin23/rag-with-haystack-and-amazon-opensearch
Question Answering Generative AI application with Large Language Models (LLMs) and Amazon OpenSearch Service using Haystack
ksmin23/aws-blog-trans-bot
영문 AWS 블로그 포스팅 한국어로 자동번역해서 e-mail로 발송해주는 solution
ksmin23/aws-rss-feed-trans-bot
영문 AWS 최신 소식 (What's New with AWS?)을 한국어로 자동번역해서 e-mail로 발송해주는 solution
ksmin23/kinesis-streams-samples
Kinesis Data Streams code samples (mono repository maintained by PyBuilder)
ksmin23/semantic-vector-search-with-sagemaker-pgvector
A search application using Aurora Postgresql and pgvector for an online retail store product catalog
ksmin23/bite-sized-rag-projects-on-aws
Bite-sized RAG Projects on AWS
ksmin23/pytorch-forecasting-sagemaker
PyTorch Forecasting SageMaker Examples
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/abalone-model-build-with-jenkins
ksmin23/abalone-model-deploy-with-jenkins
ksmin23/abalone-modelbuild-with-git
ksmin23/abalone-modeldeploy-with-git
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/amazon-sagemaker-visual-search
This repository is part of a blog post that guides users through creating a visual search application using Amazon SageMaker and Amazon Elasticsearch service
ksmin23/awesome-cdk
A collection of awesome things related to the AWS Cloud Development Kit (CDK)
ksmin23/aws-dms-with-multiple-vpcs
Ingest CDC from MySQL in one VPC to Amazon Kinesis Data Streams in another VPC with AWS DMS.
ksmin23/aws-glue-iceberg-blog
"Apache Iceberg Connector for AWS Glue를 이용하여 데이터레이크 CRUD 하기" 포스팅 내용 실습 프로젝트
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/cost-optimization
ksmin23/deep-learning-from-scratch-1
『밑바닥부터 시작하는 딥러닝』(한빛미디어, 2017)
ksmin23/embulk-tutorial-cdc-from-mysql-to-s3
MySQL -> embulk -> S3 로 Change Data Capture(CDC)를 S3로 저장하는 예제
ksmin23/lambda-cdc-to-kinesis
AWS Lambda function to load CDC(Change Data Capture) from RDS (MySQL) to Kinesis Data Streams.
ksmin23/sagemaker-domain-efs-cleaner
Clean up unused EFS by SageMaker Domains