opensearch

ZincSearch . A lightweight alternative to elasticsearch that requires minimal resources, written in Go.

🚌 The IK Analysis plugin integrates Lucene IK analyzer into Elasticsearch and OpenSearch, support customized dictionary.

A Web UI for Elasticsearch and OpenSearch: Import, browse and edit data with rich filters and query views, create reference search UIs.

Import and export tools for elasticsearch & opensearch

Intelligent search made easy

A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Anthropic, HuggingFace, OpenAI, Meta, AI21, Cohere, Mistral) using AWS CDK on AWS

Open-source, self-hosted enterprise & site search server built on OpenSearch. Crawls web / file / DB / cloud sources, 20+ languages, REST API, and AI/RAG & semantic search. Apache-2.0.

Dockerize Rails 7 with ActionCable, Webpacker, Stimulus, Elasticsearch, Sidekiq

AWS Generative AI CDK Constructs are sample implementations of AWS CDK for common generative AI patterns.

The codebase for the book "AI-Powered Search" (Manning Publications, 2025) and associated "AI-Powered Search: Modern Retrieval for Humans & Agents" Maven course

A modular, skill-based autonomous Security Operations Center (SOC) agent that monitors OpenSearch/Elasticsearch data, builds RAG-based behavioral memory, and validates real-time anomalies using LLMs.

RAG with langchain using Amazon Bedrock and Amazon OpenSearch

Amazon Bedrock Foundation models with Amazon Opensearch Serverless as a Vector DB

This repo provides sample generative AI stacks built atop the AWS Generative AI CDK Constructs.

Use LLMs for building real-world apps

VerifAI initiative to build open-source easy-to-deploy generative question-answering engine that can reference and verify answers for correctness (using posteriori model)

Opinionated sample on how to build and deploy a RAG application with Amazon Bedrock and OpenSearch

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