AWS AI Agent Core Implementation
Source: Dev.to
Amazon Bedrock AgentCore is an agentic platform for building, deploying, and operating highly effective agents securely at scale using any framework and foundation model. With AgentCore, you can enable agents to take actions across tools and data with the right permissions and governance, run agents securely at scale, and monitor agent performance and quality in production - all without any infrastructure management. AgentCore supports open frameowrk models such as There are basically two major steps in deploying agents using AgentCore Create Agent --> Choose a Framework and Model --> Integrations--> New Agent Deploy Agent --> Basic Starter Deploy --> Prod Deploy --> Configure Runtime AgentCore Invoke --> Invoke AgentCore using CLI - Agent Response. Making Amazon Bedrock AgentCore agent Stateful by adding Memory This is a simple agent to which you can add memory to make it stateful and completely change the narrative that AI Agents are always stateless. This Agent Core Memory is a stateless service which can be used as a short term or long term memory without much of an infrastructure or cost. AgentCore Memory addresses a fundamental challenge in agentic AI: statelessness. Without memory capabilities, AI agents treat each interaction as a new instance with no knowledge of previous conversations. AgentCore Memory provides this critical capability, allowing your agent to build a coherent understanding of users over time. Refer to the Hands on Guide on Implementing this in the next part of this article References:
https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/what-is-bedrock-agentcore.html
https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/agentcore-get-started-toolkit.html
https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/gateway-building.html Templates let you quickly answer FAQs or store snippets for re-use. Are you sure you want to hide this comment? It will become hidden in your post, but will still be visible via the comment's permalink. Hide child comments as well For further actions, you may consider blocking this person and/or reporting abuse - LlamaIndex and
- Strands Agents - Create Agent
- Deploy Agent
- AgentCore Invoke
