Lets Get Agentic - Create An Amazon Bedrock Agent to Query Amazon Athena on AWS

🔥 Create an AWS Bedrock Agent to Query Athena Data Learn how to build a powerful data querying system using AWS Bedrock Agent, Amazon Athena, and API Gateway. In this step-by-step tutorial, we'll create a solution that allows you to query your data using natural language! What you'll learn: ✅ Set up S3 buckets and Athena workgroups using CloudFormation ✅ Create and configure tables in the Glue Data Catalog ✅ Deploy an API Gateway and Lambda function ✅ Build a Bedrock Agent to handle natural language queries ✅ Connect everything together for seamless data access 🛠 Prerequisites: - AWS Account - Basic understanding of AWS services - Basic SQL knowledge 📚 Resources: ℹ️ Full source code: https://github.com/johnny-chivers/AWS-Bedrock-Agent-Athena SUPPORT THE CHANNEL: ☕ Buy Me A Coffee: https://www.buymeacoffee.com/johnnychivers 🖥️ My VPN: https://go.nordvpn.net/aff_c?offer_id=612&aff_id=74288&url_id=14830 ▬▬▬▬▬▬ T I M E S T A M P S ⏰ ▬▬▬▬▬▬ 00:00 - Intro 00:31 - Download Code From GitHub 01:03 - What we are going to build 01:33 - What is Amazon Bedrock? 02:05 - What is Amazon Bedrock Agents? 02:37 - Prompt example 03:18 - Chain of through 03:28 - Word Of Warning 04:00 - Cost of Tutorial 04:25 - One Last time - download the GitHub 04:32 - Setup work 04:33 - Create S3 Bucket and Athena Workgroup 05:56 - Upload Objects to S3 07:49 - Create Tables in Athena 11:43 - Create APIs and Lambda Function 14:09 - How the Function Code Works 15:58 - Building A Amazon Bedrock Agent 18:13 - Action Group 19:41 - Prompting The Agent 20:30 - Chain Of Thought Reasoning 21:43 - Another Prompt 22:18 - Exploring Chain Of Thought 25:45 - Outro OTHER USEFUL LINKS: ℹ️ My Website: https://johnnychivers.co.uk 🔗 Linkedin: https://www.linkedin.com/in/johnny-chivers/ 😎 About me I have spent the last decade being immersed in the world of big data working as a consultant for some the globe's biggest companies.My journey into the world of data was not the most conventional. I started my career working as performance analyst in professional sport at the top level's of both rugby and football. I then transitioned into a career in data and computing. This journey culminated in the study of a Masters degree in Software.