Querying industrial assets using natural language with AWS IoT SiteWise and Agents for Amazon Bedrock
Internet of Things Blog
This article discusses how to build a conversational agent using AWS IoT SiteWise and Agents for Amazon Bedrock to enable users to query industrial asset data using natural language.
Specifically, the article covers:
- Introduction to the problem of accessing industrial data from disparate sources
- Solution overview using AWS IoT SiteWise for data modeling and Agents for Amazon Bedrock for natural language querying
- Steps to build the agent, including deploying AWS IoT SiteWise assets, defining the action group, creating the agent, and testing
- How the agent decomposes natural language queries into queries for AWS IoT SiteWise to retrieve relevant data
- Conclusion and call to action to build a user interface for the industrial chatbot
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