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

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

This sample codes show how to ingest data into Amazon OpenSearch or OpenSearch Serverless using OpenSearch Ingestion. Amazon OpenSearch Ingestion is a kind of alternative for OpenSource Logstash or Amazon Kinesis Data Firehose.

RAG Application with LangChain, Terraform, AWS Opensearch and AWS Bedrock

This sample project is a real-time image analysis system. As an image is uploaded, the real-time image analysis system annotates tags on the image using Amazon Rekognition and ingests image tags into Amazon Elasticsearch for analyzing image labels.

An online meal recommendation and food delivery web application that suggests meals to users on the basis of their nutritional requirements and fitness goals.

This repository hosts a collection of Python scripts designed for log monitoring and alerting.

AWS CDK based resource that creates and manages OpenSearch (formerly ElasticSearch) index.

Build a Photo album with AWS Cloud architecture

Deployed an OpenSearch domain to index bank transactions and created a Glue ETL job to process transactions generated from upstream on-premise applications into the domain.