Popular GitHub Repositories for Aurora

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

Framework of vectorized and distributed data analytics

This repository demonstrates the construction of a state-of-the-art multimodal search engine, leveraging Amazon Titan Embeddings, Amazon Bedrock, and LangChain.

This application is built in four stages using infrastructure as code with CDK with Python to deploy. In the first stage, an Amazon Aurora PostgreSQL vector database is set up. In the second stage, the Knowledge Base for Amazon Bedrock is created using the established database. The third stage involves creating an Amazon

Speech corpora for the speech recognition evaluation system

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

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

Aurora: AI Powered Data Analytics Tool which help users to automate and make their "Data Analysis" tasks easy.

Track MXNet models experiments with MLflow running in Amazon SageMaker

We propose a new feedback system, named Aurora Echo} which provides audio-visual feedback for the resource provider. Through numerous artificial intelligence, such as LLM, we can make the system more friendly to not only user but also the resource provider.

IT Support Slack Bot that self-learns and have access to knowledge base, with search and browsing tools.

使用 AWS CDK 部署常用 AWS 服务（位置服务、S3、Aurora PG 数据 API）的可部署 MCP 服务器。

Building Generative AI application RAG with Amazon Aurora and Amazon Bedrock Knowledge Base.

基于AWS Aurora Postgres数据库，并集成Pgvector扩展的MCP服务器