Sample Agentic Frameworks On AWS AI Agent

Agentic Frameworks on AWS

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This repository provides examples and reference architectures for building autonomous agents using popular frameworks on AWS services. These examples demonstrate how to leverage AWS services to create production-ready agent applications for various industry verticals. Examples will cover different layers of the agent stack including foundational models, orchestration, memory, tools, observability and evals, deployment patterns.

🗒️ Table of Contents

• Examples
• AWS Blogs
• Workshops

📑 Examples

• 🧠 Agent Memory for Insurance Domain examples
• 🛠️ End-to-End Serverless Multi-Agent System: A2A Protocol Implementation on AWS
• 🛡️ AWS Infrastructure Security Audit And Reporting Crew
• 🤖 Automate Customer Support with Amazon Bedrock, LangGraph and Mistral models
• 🤝 Multi-Agent Collaboration and Orchestration using LangGraph for Mistral Models
• 🔀 Mistral-AWS ecosystem LLM router - ReAct Agent with LangChain
• 👀 Vision QA Agent with Mistral and LlamaIndex

💡 AWS Blogs

• 🛠️ Build agentic systems with CrewAI and Amazon Bedrock
• 🤖 Build agentic AI solutions with DeepSeek-R1, CrewAI, and Amazon SageMaker AI
• 🔌 Extend large language models powered by Amazon SageMaker AI using Model Context Protocol
• 🧑‍🤝‍🧑 Build a Multi-Agent System with LangGraph and Mistral on AWS
• 🤝 Build multi-agent systems with LangGraph and Amazon Bedrock
• 📜 Automating regulatory compliance: A multi-agent solution using Amazon Bedrock and CrewAI

💼 Workshops

• Observability and Evals for AI Agents using Langfuse
• LangGraph Agents with Amazon Bedrock
• Building Effective AI Agents on Amazon Web Services

🙌🏼 Contributing

We welcome contributions! Please read our Contributing Guidelines for details on how to submit pull requests, report issues, and contribute to the project.

🔒 Security

See CONTRIBUTING for more information.

📄 License

This library is licensed under the MIT-0 License. See the LICENSE file.

📞 Support

• Create an Issue
• Check out the Wiki
• Read our Documentation