There are multiple ways to import a CSV into Elasticsearch. For this how-to, we will explain two different ways to do it. The first one is with Logstash, and the second one is with Python.
Author: Sven Mollinga
Setting Up ElasticSearch for Semantic Search with ELSER
In today’s data-driven world, efficient search is critical. Traditional keyword search falls short when understanding context and user intent. Semantic search solves this problem by understanding meanings rather than just matching words.
In this tutorial, I’ll guide you through setting up Elasticsearch with the Elastic Learned Sparse EncodeR (ELSER) model for powerful semantic search capabilities. ELSER is Elastic’s specialized ML model that creates sparse vector representations to efficiently capture semantic meaning while maintaining computational performance.
Simple Guide to RAG Setup with OpenSearch – part 2
This is part two of the three-part RAG series. In this part, we will set up a Python script to load a dataset and pass the embedded text to OpenSearch.
Simple Guide to RAG Setup with OpenSearch – part 1
In this guide, we explore how to get started with OpenSearch and OpenSearch Dashboards using Docker. This setup forms the foundation for creating a local RAG environment.