AI Agent Development Toolkit
2.6k 2026-04-15

awslabs/agentcore-samples

A collection of samples and tutorials for deploying and operating scalable, secure, and framework-agnostic AI agents using Amazon Bedrock AgentCore.

Core Features

Framework and model agnostic agent deployment
Secure, serverless runtime for agents and tools
Managed memory infrastructure for personalized experiences
Built-in tools (Code Interpreter, Browser Tool)
Observability for tracing, debugging, and monitoring

Detailed Introduction

Amazon Bedrock AgentCore is a robust infrastructure designed to accelerate the production deployment of AI agents. This repository provides practical examples and tutorials, enabling developers to leverage AgentCore's capabilities for building scalable, secure, and reliable AI applications. It supports various AI frameworks and LLMs, abstracting away the complexities of agent infrastructure management, allowing focus on agent logic and functionality.

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