Bedrock AgentCore SDK

Deploy your local AI agent to Bedrock AgentCore with zero infrastructure

Documentation ◆ Samples ◆ Discord ◆ Boto3 Python SDK ◆ Runtime Python SDK ◆ Starter Toolkit

Overview

Amazon Bedrock AgentCore enables you to deploy and operate highly effective agents securely, at scale using any framework and model. With Amazon Bedrock AgentCore, developers can accelerate AI agents into production with the scale, reliability, and security, critical to real-world deployment. AgentCore provides tools and capabilities to make agents more effective and capable, purpose-built infrastructure to securely scale agents, and controls to operate trustworthy agents. Amazon Bedrock AgentCore services are composable and work with popular open-source frameworks and any model, so you don’t have to choose between open-source flexibility and enterprise-grade security and reliability.

🚀 From Local Development to Bedrock AgentCore

# Your existing agent (any framework)fromstrandsimportAgent# or LangGraph, CrewAI, Autogen, custom logic - doesn't matterdefmy_local_agent(query):
# Your carefully crafted agent logicreturnagent.process(query)
# Deploy to Bedrock AgentCorefrombedrock_agentcoreimportBedrockAgentCoreAppapp=BedrockAgentCoreApp()
@app.entrypointdefproduction_agent(request):
returnmy_local_agent(request.get("prompt")) # Same logic, enterprise platformapp.run() # Ready to run on Bedrock AgentCore

What you get with Bedrock AgentCore:

• ✅ Keep your agent logic - Works with Strands, LangGraph, CrewAI, Autogen, custom frameworks
• ✅ Zero infrastructure management - No servers, containers, or scaling concerns
• ✅ Enterprise-grade platform - Built-in auth, memory, observability, security
• ✅ Production-ready deployment - Reliable, scalable, compliant hosting

Amazon Bedrock AgentCore services

• 🚀 Runtime - Secure and session isolated compute: Runtime Quick Start
• 🧠 Memory - Persistent knowledge across sessions: Memory Quick Start
• 🔗 Gateway - Transform APIs into MCP tools: Gateway Quick Start
• 💻 Code Interpreter - Secure sandboxed execution: Code Interpreter Quick Start
• 🌐 Browser - Cloud-based web automation: Browser Quick Start
• 📊 Observability - OpenTelemetry tracing: Observability Quick Start
• 🔐 Identity - AWS & third-party auth: Identity Quick Start

🏗️ Deployment

Quick Start: Use the Bedrock AgentCore Starter Toolkit for rapid prototyping.

Production:AWS CDK.

📝 License & Contributing

• License: Apache 2.0 - see LICENSE.txt
• Contributing: See CONTRIBUTING.md
• Security: Report vulnerabilities via SECURITY.md