Darya Petrashka

Data Scientist @ SLB - AWS Community Builder

Bio

AWS Community Builder, Darya works as a Data Scientist at SLB. She is passionate about data and its usage for problem-solving. The area of interest includes classical ML and NLP, as well as working with AWS services. An eternal student, she likes taking part in online schools, courses, and workshops.

Sessions

AIM302

Empower your Bedrock agent with GraphRAG

AI/ML GenAI

While traditional RAG excels in searching across unstructured documents, it often struggles to grasp intricate relationships between entities. GraphRAG overcomes this limitation by integrating knowledge graphs, enabling your solutions to understand and utilize these complex relationships.

In this session, we’ll explore how to supercharge Bedrock agents with GraphRAG, leveraging Amazon Neptune as the graph database alongside the Bedrock knowledge base. As part of the last re:Invent announcements, we’ll see how this approach delivers precise, contextually rich answers.

Darya Petrashka

Data Scientist @ SLB - AWS Community Builder