Starred repositories
Convert Python projects from requirements.txt to uv-managed pyproject.toml
Curated resources related strands agents.
Starter template for deploying AI agents with Amazon Bedrock AgentCore. Complete infrastructure scaffolding with authentication, API, and web interface - all automated in one command.
A comprehensive toolkit for testing and managing Amazon Bedrock Automated Reasoning Policies across different AI frameworks
A conversation management system for Strands Agents that combines summarization with exact message recall using semantic search.
Amazon Bedrock AgentCore Memory Browser
Amazon Bedrock AgentCore – Multi Framework Examples
A concise, beginner-friendly introduction to the core ideas of linear algebra.
An MCP server that manages the state of a chess game for LLMs/agents. It intentionally does not suggest moves.
CLI toolkit for deploying AI agents to Amazon Bedrock AgentCore. Zero infrastructure management with built-in gateway and memory integrations.
Local-first AI Notepad for Private Meetings
[Survey] A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems
Eclipse SUMO is an open source, highly portable, microscopic and continuous traffic simulation package designed to handle large networks. It allows for intermodal simulation including pedestrians a…
AI Weather Intelligence: Progressive tutorial for building production AI systems using LangChain, Claude, and MCP. Learn through 7 stages: from basic chatbots to distributed architectures. Features…
Sample integrations demonstrating Langfuse observability with different LLM frameworks
Parent project containing multiple subprojects that demonstrate how to work with common AI frameworks and deploy them to AWS ECS
AI-powered taxi optimization system integrating weather intelligence and real-time traffic data. Based on University of Tokyo research showing 30% productivity improvements.
A web-based collaborative document review application using Strands Agents and Amazon Nova models to simulate a discussion.
Amazon Bedrock Agentcore accelerates AI agents into production with the scale, reliability, and security, critical to real-world deployment.
Python SDK for transforming any AI agent into a production-ready application. Framework-agnostic primitives for runtime, memory, authentication, and tools with AWS-managed infrastructure.
Demo with multiple AI agents using A2A (agent-to-agent) with the Strands Agents SDK.