Amazon Bedrock Knowledge Bases now supports natural language querying to retrieve structured data from your data sources. Using advanced natural language processing, Bedrock Knowledge Bases can transform natural language queries into SQL queries, execute the query against the database, and return the results in a summarized narrative response.
In this demo, we showcase how you can set up Bedrock Knowledge Base with a structured data store using some sample data.
What you’ll learn in this video:
* How to set up Bedrock Knowledge Bases for Structured Data Retrieval
* Understand how Bedrock interacts with your structured data stores to convert natural language into SQL queries
* Calling AWS Bedrock API/SDK for Bedrock Knowledge Bases Structured Data Retrieval
Learn more:
* https://docs.aws.amazon.com/bedrock/latest/userguide/knowledge-base-build-structured.html
* https://aws.amazon.com/blogs/aws/new-amazon-bedrock-capabilities-enhance-data-processing-and-retrieval/
* https://www.youtube.com/watch?v=SdKfdkec7SQ
Timestamps:
0:00 – Intro to Amazon Bedrock Structured Data Retrieval
1:46 – Demo Information
2:46 – Exploring the current tables in Redshift
3:29 – Setting up Bedrock Knowledge Base for structured data store
5:55 – Testing Knowledge Base
10:48 – Using AWS Bedrock API/SDK for Bedrock Knowledge Bases Structured Data Retrieval
11:49 – Wrapping Up
Build a knowledge base by connecting to a structured data store – https://go.aws/3XQaea2
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