Building a virtual meteorologist using Amazon Bedrock Agents
Machine Learning Blog
This article describes how to build a virtual meteorologist using Amazon Bedrock Agents, an AI-powered solution for answering complex weather-related queries.
- Integrates multiple AWS services including Bedrock, Lambda, Amplify, and Cognito
- Uses Anthropic's Claude 3.5 Sonnet foundation model
- Provides an agent that can:
- Process geographic coordinates
- Retrieve weather information
- Obtain current date and time
- Allows users to ask complex weather-related questions like "Can we do barbecue today in Dallas?"
- Deployed using AWS CloudFormation with user authentication via Amazon Cognito
The solution demonstrates how generative AI can create intelligent, conversational assistants that provide contextual and actionable weather insights.
The AWS News Feed is currently looking for gold sponsors. If you want to support the AWS community and reach a large audience of AWS professionals, consider sponsoring the AWS News Feed.
Related articles
Nov 26
2024
2024
Create a virtual stock technical analyst using Amazon Bedrock Agents
Apr 23
2024
2024
Agents for Amazon Bedrock: Introducing a simplified creation and configuration experience
Oct 13
2025
2025
Make agents a reality with Amazon Bedrock AgentCore: Now generally available
Jan 23
2026
2026
Build AI agents with Amazon Bedrock AgentCore using AWS CloudFormation
The AWS News Feed is currently looking for silver sponsors. If you want to support the AWS community and reach a large audience of AWS professionals, consider sponsoring the AWS News Feed.