Remove Data Enablement Remove Interactive Remove Metadata Remove Structured Data
article thumbnail

Exploring real-time streaming for generative AI Applications

AWS Big Data

Streaming data facilitates the constant flow of diverse and up-to-date information, enhancing the models’ ability to adapt and generate more accurate, contextually relevant outputs. AWS Glue can interact with streaming data services such as Kinesis Data Streams and Amazon MSK for processing and transforming CDC data.

article thumbnail

The Power of Ontologies and Knowledge Graphs: Practical Examples from the Financial Industry

Ontotext

It involves specifying individual components, such as objects and their attributes, as well as rules and restrictions governing their interactions. This structured representation of knowledge not only allows for more efficient sharing and reuse of information but also facilitates the discovery of new knowledge within the domain.

article thumbnail

How Ruparupa gained updated insights with an Amazon S3 data lake, AWS Glue, Apache Hudi, and Amazon QuickSight

AWS Big Data

The AWS Glue job can transform the raw data in Amazon S3 to Parquet format, which is optimized for analytic queries. The AWS Glue Data Catalog stores the metadata, and Amazon Athena (a serverless query engine) is used to query data in Amazon S3.