In this post, we explore how to build an online shopping AI agent. We focus on its architecture and implementation with Amazon OpenSearch Service, Amazon Bedrock AgentCore, and Strands Agents. Amazon Bedrock AgentCore is an agentic platform for deploying and operating those agents and tools securely at scale without managing infrastructure. AgentCore Runtime is the secure, serverless runtime that hosts your Strands Agents and tools as containerized applications. Strands Agents is an open source SDK for building AI agents. In this SDK, an agent is defined by a model, tools, and a prompt. Tools are callable functions that allow agents to perform actions beyond text generation, such as API calls, database queries, and file operations. The framework lets the model autonomously plan steps and invoke tools to complete tasks.
This is a companion discussion topic for the original entry at https://aws.amazon.com/blogs/big-data/building-ai-shopping-agent-using-amazon-bedrock-agentcore-runtime-and-amazon-opensearch-service/