Exclusive Startup Workshop: Building Agentic AI on AWS | 12th March | AWS Data & AI Conference
In partnership with Automat-IT, join us for this hands-on workshop where you'll learn to build production-ready AI agents that intelligently route queries between structured and unstructured data sources using Amazon Bedrock Knowledge Bases and AgentCore.
What You'll Build
In this workshop, you'll create an agentic RAG (Retrieval Augmented Generation) system that combines the power of:
Unstructured Knowledge Bases for document-based queries using product reviews and documents
Structured Knowledge Bases for data analysis and metrics using Amazon Redshift with e-commerce data
Intelligent Routing Agents using Strands Agents SDK to automatically determine the best knowledge base for each query
What You'll Learn
How to integrate proprietary information into generative AI applications
Building custom tools for enterprise data sources
Deploying agents with AgentCore Runtime for scalability and security
Implementing agent memory and observability for production systems
Working with both structured and unstructured data in a unified agent architecture
Who Should Attend
This workshop is ideal for developers, architects, and AI practitioners looking to build enterprise-grade AI agents that can access and incorporate contextual information from diverse data sources.
Technologies Covered
Amazon Bedrock Knowledge Bases
Amazon Bedrock AgentCore (Runtime, Memory, Observability)
Strands Agents SDK (open source)
Amazon OpenSearch Serverless
Amazon Redshift Serverless
Format
Hands-on labs with step-by-step guidance, progressing from basic knowledge base setup to deploying a fully functional production agent with memory and observability.
There will be an initial talk by Aleksandra Jovovic, Senior Solutions Architect at Automat-IT.
Prerequisites: Basic familiarity with AWS services andPython recommended.
Please ensure you have registered for the main conference, it is free to do so here.