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Main blog

Welcome to our Main Blog, the cornerstone of our exploration into information retrieval. This dedicated space serves as a comprehensive repository where we delve into our research, findings, and various topics predominantly centered around information retrieval.

How to Use Python Api to Index Json Data in Elasticsearch

How to Use Python API to Index JSON Data in Elasticsearch

This blog post explores how to index Elasticsearch documents from a JSON file using Python API, specifically the Bulk Helpers
Semantic Web & Linked Open Data

Semantic Web & Linked Open Data

An overview of what is Semantic Web, how it uses RDF data, how to query it through SPARQL and what is linked open data.
Time Series Databases: A Hands-On Introduction With InfluxDB

Time Series Databases: A Hands-On Introduction With InfluxDB

An introduction to time series data and InfluxDB as a popular time series DB. A quick tutorial on how to use it, its advantages, and tools.
Introduction to Property Graphs Using Python With Neo4j

Introduction to Property Graphs Using Python With Neo4j

A quick overview of how to effectively use Property graphs (for modeling graphical data) using Python and Neo4j.
Word2Vec Model To Generate Synonyms – Performance Testing

Word2Vec Model To Generate Synonyms – Performance Testing

This blog post is about the performances (time and memory) of our contribution to Apache Lucene to generate synonyms using Word2Vec
Combining AI With Elastic’s Text Search

Elasticsearch Relevance Engine: Combining AI With Elastic’s Text Search

The goal of this blog post is to highlight new vector search capabilities introduced in version 8.8.0, especially ESRE
Tableau & SQL – Visual Analysis

Tableau & SQL – Visual Analysis

pick the best database

Pick the Best Database Type for Your Next Project

Information about some database types to help readers to decide on what database to use for their projects.
W2V Algorithm

Word2Vec Model To Generate Synonyms on the Fly in Apache Lucene – W2V Algorithm

This blog post aims to explore Word2Vec, the algorithm we used to generate synonyms in our contribution to Apache Lucene
kibana

Online Search Quality Evaluation With Kibana – Visualization Examples

This blog post describes an alternative and customized approach for evaluating ranking models through the use of Kibana.

How to Choose the Right Large Language Model for Your Domain – Open Source Edition

neural highlighting solr

Apache Solr Neural Highlighting Plugin

Discover in this blog post the Solr Neural Highlighter Plugin, which uses deep learning to highlight essential text for query answering.
elasticsearch 8.6 improvements

Elasticsearch Neural Search Improvements in 8.6 and 8.7

This blog post showcases the vector search improvements that have been introduced in the latest versions of Elasticsearch (8.6 and 8.7)
Word2Vec Model To Generate Synonyms on the Fly in Apache Lucene

Word2Vec Model To Generate Synonyms on the Fly in Apache Lucene – Introduction

This blog post aims to explore our contribution to Apache Lucene, which integrates a Word2Vec model to generate synonyms
online search quality evaluation with kibana

Online Search Quality Evaluation With Kibana – Introduction

This blog post describes an alternative and customized approach for evaluating ranking models through the use of Kibana.
elasticsearch tutorial neural search

Elasticsearch Neural Search Tutorial (Platinum/Enterprise)

This blog post explains all the steps required to implement Text Embedding and Vector Search directly in Elasticsearch in a very simple way.
elasticsearch neural search tutorial

Elasticsearch Neural Search Tutorial

In this blog post, we show in practice how you can use Elasticsearch to run a full end-to-end neural search.
benchmark apache solr performance

Benchmark Apache Solr Performance with Apache JMeter

This blog post shows an example of how to create an Apache Solr performance test using the Apache JMeter tool.