A full-stack conversational AI starter kit built with Amazon Bedrock AgentCore, Strands Agents SDK, FastAPI, and htmx.

書籍「AWS生成AIアプリ構築実践ガイド」で使用するサンプルコード

Build production-ready AI agents with the Strands Agents SDK and AWS services. This repository demonstrates how you can create multi-modal systems with persistent memory in minimal code. Progress from your first agent to production-ready systems through hands-on chapters.

Hands-on workshop: Build AI agents that automate browser tasks using Amazon Bedrock AgentCore and Browser-Use SDK with Live View.

This sample demonstrates building a logistics tracking agent using Strands Agents SDK and an OpenAI model hosted on Amazon Bedrock AgentCore Runtime with VPC connectivity. The implementation shows how to create an intelligent agent that uses local tools to query a private Amazon RDS database running in an Amazon VPC to track shipments and delays.

Agentic AI Robot: Industrial Safety Monitoring and Control

Building an AI Dining Assistant in 30 Minutes: From Local Development to Cloud Deployment

Production deployment of Deep Research Agents to AWS Bedrock AgentCore using Terraform IaC, with LangFuse integration for comprehensive observability and monitoring.

Real-time voice AI agent with Amazon Nova Sonic and AWS Bedrock AgentCore. Features bidirectional streaming, React UI, WebSocket communication, and one-command deployment. Includes authentication, tool use, and local development mode.

AWS-powered hotel booking multi-agent assistant built with Strands Agents, Amazon Bedrock AgentCore, A2A protocol, MCP, Bedrock Knowledge Base, serverless Lambda integrations, and AWS CDK. Provides natural-language hotel search, price discovery, booking, and policy advisory.

Agentic AI and Generative AI implementations using LangChain, LangGraph, CrewAI, AutoGen, and advanced RAG architectures. Includes LLM orchestration, multi-agent workflows, vector databases, CI/CD pipelines, observability, and cloud-native deployment on AWS , Azure and GCP.

This repo contains Python and terraform scripts of bedrock agentcore

A comprehensive collection of modern Agentic AI and Generative AI frameworks used to build autonomous, multi-agent, and production-ready AI systems. Covers LangChain, LangGraph, CrewAI, AutoGen, MCP, RAG pipelines, LLM orchestration, observability, APIs, and cloud deployment across AWS, GCP, and Azure.

Personal claw instance within AWS using Agent Core runtime, Bedrock and EC2 mini as a Discord Bot. Plus cron jobs with Lambda + EventBridge, so you don't loose 🦞 fun capabilities.

Deploy Football API to AWS Bedrock AgentCore Gateway as MCP-compatible tools for AI agents 🤖⚽

Code related to the AWS AI Agent Global Hackathon Submissions.

DataWeaver is a FastAPI service and Vue UI that sit between Amazon Bedrock AgentCore and business users. Upload tabular data to S3, ask a question, and the service coordinates Bedrock’s code-interpreter tools to deliver Markdown narratives and shareable charts.

An AI agent built with AWS Strands SDK and deployed via AWS Bedrock AgentCore.

Agentic AI for AWS CloudOps powered by Strands Agent, Bedrock FMs, AgentCore Runtime & Memory | Full CI/CD with Docker, Terraform & Jenkins

Terraform Modules for AWS Bedrock AgentCore Runtime & Memory