Name: RAG Without Breaking the Bank: Bedrock with S3 Vector-Powered Knowledge Bases
Start: 2025-11-15T10:30:00-05:00
End: 2025-11-15T11:30:00-05:00

Building RAG-powered agents doesn’t have to come with sky-high vector database costs. In this session, **Darya Petrahska**, AWS Community Builder and Senior Data Scientist at SLB, will share how to create an **Amazon Bedrock Agent** backed by **Amazon S3 Vectors** — a new low-cost vector storage option that cuts vector storage and query costs by up to **90%**.
You’ll learn:

* How to set up a Bedrock Knowledge Base using S3 Vectors for semantic retrieval
* How to create a Bedrock Agent that can reason over large-scale knowledge bases
* How to design embeddings, chunking, and metadata filtering strategies for accurate results

Whether you're building internal copilots, customer support bots, or document search apps, this talk will show you how to do RAG at scale without the price tag of traditional vector databases.
📅 **Date:** Saturday, November 15th, 2025
🕥 **Time:** 10:30 AM – 11:30 AM EST
💻 **Zoom Link:** https://us02web.zoom.us/j/84414255495?pwd=jQGPyFHylfZdVfJOsEA3h5x4YkJfyW.1

👉 **RSVP now** to save your spot and get the Zoom link.
#AWS #Bedrock #GenAI #AI #RAG #Serverless #DataScience #CloudComputing #AWSCommunity #LondonOntario

Cyril Bandolo

AWS London ON User Group

Global AWS User Group Community

Technology

Cloud Computing

Microsoft Azure

DevOps

Software Development

Amazon Web Services

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

Darya Petrashka

RAG Without Breaking the Bank: Bedrock with S3 Vector-Powered Knowledge Bases

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AWS London ON User Group

RAG Without Breaking the Bank: Bedrock with S3 Vector-Powered Knowledge Bases

AWS London ON User Group

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