I Ditched Elasticsearch for Meilisearch. Here's What Nobody Tells You

"Then I spent one afternoon replacing it with Meilisearch. My p99 search latency went from 180ms to 12ms. My infrastructure bill dropped to $14/month. My configuration went from 340 lines of YAML to about 30."

Link: https://www.anisafifi.com/en/blog/i-ditched-elasticsearch-for-meilisearch-heres-what-nobody-tells-you/

#linkdump #blogpost #elasticsearch #meilisearch

How to Install #Zammad on #AlmaLinux #VPS (10-Minute Quick-Start Guide) This article provides a guide on how to install Zammad on #AlmaLinux VPS.

If you're looking to run a robust open-source #helpdesk on your AlmaLinux VPS, Zammad is a great pick. It's modern, feature-packed, and supports everything from ticketing to chat and reporting. This guide ...
Continued 👉 https://blog.radwebhosting.com/how-to-install-zammad-on-almalinux-vps/?utm_source=mastodon&utm_medium=social&utm_campaign=mastodon.raddemo.host #opensource #customersupportplatform #letsencrypt #selfhosting #elasticsearch #certbot #selfhosted #ticket

The March #syslog_ng #newsletter is now on-line:

- Version 4.11.0 of syslog-ng is now available

- Using #OpenSearch data streams in syslog-ng

- Changes in the syslog-ng #Elasticsearch destination

It is available at https://www.syslog-ng.com/community/b/blog/posts/the-syslog-ng-insider-2026-03-4-11-0-release-opensearch-elasticsearch

Система рекомендаций для изображений: пример на Python и CLIP

В этой статье я делюсь реальным кейсом построения системы рекомендаций для картин. Сначала мы реализовали простой поиск по тегам, а затем перешли к эмбеддингам изображений с помощью CLIP и хранению в Elasticsearch. Также я показываю, как строим персонализированные рекомендации на основе лайков и просмотров пользователя. Статья будет полезна тем, кто хочет понять, как создать рабочую систему рекомендаций на Python и постепенно улучшать её точность.

https://habr.com/ru/articles/1009024/

#embeddings #рекомендательные_системы #python #архитектура #elasticsearch #векторизация_растровых_изображений #rabbitmq #микросервисы

You just need #PostgreSQL

Stop building your own distributed systems nightmare.

https://youjustneedpostgres.com/

#Postgres can replace #Redis, #Elasticsearch, #Pinecone, #MongoDB, #Kafka, #InfluxDB … with the same algorithms. Not "close enough." The exact same algorithms.

If you are building an application that requires search, I recommend using Elasticsearch early on. In addition to the usual full-text search, Elasticsearch allows you to perform a hybrid search: combine the results of text and vector search.
Of course, for small amounts of data, you can use PostgreSQL tsvector with the pgvector extension, but in the long term, Elasticsearch will provide good performance.

#Elasticsearch #Search #tsvector #pgvector #KNN #Embedding #SentenceTransformers #AI

#VictoriaLogs is now generally available in VictoriaMetrics #Cloud
This is a huge milestone in our journey to deliver a complete, managed #observability solution.
VictoriaLogs is built with the same philosophy that made #VictoriaMetrics so popular: performance, cost efficiency and ease of use.
It uses up to 30x less RAM and up to 15x less disk space than other solutions such as #Elasticsearch and #Grafana #Loki.

Try it out for free: https://bit.ly/40P7FWI

#Logs

Can anyone in the class tell me what's wrong here?

Answer in alt

#OpenSearch #DataPrepper #ElasticSearch

Harness is hiring Senior Software Engineer - FME

🔧 #java #api #aws #azure #cicd #docker #elasticsearch #gcp #mysql #postgresql #sql #seniorengineer
🌎 Bengaluru, Karnataka, India
⏰ Full-time
🏢 Harness

Job details https://jobsfordevelopers.com/jobs/senior-software-engineer-fme-at-harness-io-feb-10-2026-2fd13a?utm_source=mastodon.world&utm_medium=social&utm_campaign=posting
#jobalert #jobsearch #hiring