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Semantic and Vector Search on Amazon OpenSearch

Introduction

Welcome to the AWS Immersion Day “Semantic and Vector Search on Amazon OpenSearch”.

Workshop

Please use the following link to access the workshop instructions: Semantic and Vector Search with Amazon OpenSearch Service

The workshop event is hosted via AWS Workshop Studio .

To join the event using an individual access code, use this link .

Sample data

The Kaggle data used in Lab Module 7 can be found here .

Agenda

Time Session
09:30 - 09:40 Welcome & Introductions
09:40 - 10:00 Overview of Amazon OpenSearch Service
10:00 - 10:30 Introduction to Semantic and Vector Search
10:30 - 10:45 Introduction to AWS Workshop Studio
10:45 - 11:05 Break
11:05 - 11:25 Lab Module 1: Search Basics
11:25 - 11:45 Lab Module 2: Text Search
11:45 - 12:05 Lab Module 3: Semantic Search
12:05 - 12:45 Lab Module 4: Fullstack Semantic Search
12:45 - 13:45 Lunch
13:45 - 14:30 Generative AI and Retrieval Augmented Generation (RAG)
14:30 - 15:00 Module 6: Neural Search
15:00 - 15:20 Break
15:20 - 16:00 Module 7: Retrieval Augmented Generation
16:00 - 16:30 Wrap Up

Survey

Please complete the following survey .