Popular GitHub Repositories for Cdk

Flexible and powerful framework for managing multiple AI agents and handling complex conversations

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

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

Generative AI tool for evaluating Infrastructure as Code and architecture diagrams against AWS Well-Architected best practices.

:zap: Cloud-native, AI-powered, document processing pipelines on AWS.

Build Generative AI applications with Langchain on AWS

MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK

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

An agent based LLM assistant that extends RAG with batch entity extraction and SQL querying to improve performance on multi-step and analytical questions.

Opinionated sample on how to build/deploy a RAG web app on AWS powered by Amazon Bedrock and PGVector (on Amazon RDS)

Personalized nutritional app, serverless, tailored to your shopping and cooking needs, empowered by generative AI technology (Amazon Bedrock, Anthropic, Claude Haiku, Claude Sonnet) using AWS CDK on AWS

Deploy Generative AI models from Amazon SageMaker JumpStart using AWS CDK

This repository provides AI/ML service(MachineLearning model serving) modernization solution using Amazon SageMaker, AWS CDK, and AWS Serverless services.

The Generative AI Newsletter Application sample is a ready-to-use serverless solution designed to allow users to create rich newsletters automatically with content summaries that are AI-generated.

This repository features three demos that can be effortlessly integrated into your AWS environment. They serve as a practical guide to leveraging AWS services for crafting a sophisticated Large Language Model (LLM) Generative AI, geared towards creating a responsive Question and Answer Bot and localizing content generation.

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

This repository contains the code and infrastructure as code for a Generative AI-powered Request for Proposal (RFP) Assistant leveraging Amazon Bedrock and AWS Cloud Development Kit (CDK).

Chainlit application built using AWS CDK, secured with Amazon Cognito, that allows you to interact with Anthropic's Claude language models from Amazon Bedrock.

MLOps Pipeline Using SageMaker & CDK, where models are from SageMaker built-in algorithms.

MLflow on AWS Fargate integrated with Amazon SageMaker.