Creating Agent with Knowledge Base and an Action Group

This project involves creating an agent with Amazon Bedrock and integrating it with a Knowledge Base and an Action Group. With this integration, the Agent will be able to respond to a user query by taking a sequence of actions, consulting the knowledge base to obtain more info, and executing tasks using the lambda function connected with an Action Group.

Agent Architecture

Let's create a AI-Powered Restaurant Assistant agent that connects with a Knowledge Base containing the restaurant's different menus. This agent also connects to an action group that handles table booking.

The action group created in this project uses function details to define the functionalities for create_booking, get_booking_details and delete_booking. The action group execution connects with a Lambda function that interacts with an Amazon DynamoDB table.

Learn more: https://catalog.us-east-1.prod.workshops.aws/workshops/4c28c535-249d-44dc-939b-9f0942078336/en-US/50-create-agent-with-knowledge-base-and-action-group