As of August 30, 2023, this AWS Solution is no longer available. Existing deployments will continue to run. The functionality provided by Content Analysis on AWS will be superseded with functionality in Media2Cloud on AWS and Content Localization on AWS. We encourage you to explore these solutions.

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

Terraform module to create AWS OpenSearch resources 🇺🇦

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.

In this project, we will use LocalStack to locally simulate some services provided by AWS Cloud such as OpenSearch, S3, and Secrets Manager. Additionally, to simplify the use of AWS managed services, we will use Spring Cloud AWS.

Terraform-Based Bedrock RAG Deployment

TrackFlix CMS helps you manage your OTT platform

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.

AWSome collections of bite-sized RAG Projects on AWS

Sample code repository to build a real-time streaming analytics application using Apache Kafka on AWS

opensearch related code

AWS-native, event-driven web log analysis platform that scales

A web-app designed to help NYU students in the course registration process.

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

Architect functions for OpenSearch

Architect plugin for OpenSearch / ElasticSearch

A Dining Concierge Chatbot that sends you restaurant suggestions given a set of preferences that you provide the chatbot with through conversation.

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

A smart IR system for An-Najah University that harvests research, extracts metadata, adds semantic embeddings, and enables autocomplete, spatio-temporal search, and RAG-based question answering to improve discovery and access to academic content.