are you in the weights? it's the new klout
also works for products (though reluctantly) #elasticsearch

https://intheweights.com

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.social #opensource #ticket #elasticsearch #customersupportplatform #letsencrypt #selfhosting #selfhosted #certbot

How to Deploy #Forem on Rocky Linux #VPS This article provides a guide detailing how to deploy Forem on Rocky Linux VPS.
What is Forem?
Forem is a robust, open-source platform for building communities like DEV.to. Deploying it on Rocky Linux involves setting up dependencies like PostgreSQL, ...
Continued 👉 https://blog.radwebhosting.com/deploy-forem-on-rocky-linux-vps/?utm_source=mastodon&utm_medium=social&utm_campaign=mastodon.raddemo.host #rubyonrails #redis #forum #rockylinux #selfhosted #opensource #forumsoftware #letsencrypt #reverseproxy #sidekiq #rubygems #selfhosting #postgresql #elasticsearch
Why a search feature slows down in MySQL, and how to fix it without a search engine: single round-trip paging, index hints, full-text, and parallel queries. https://hackernoon.com/search-before-a-search-engine #elasticsearch
Search Before a Search Engine | HackerNoon

Why a search feature slows down in MySQL, and how to fix it without a search engine: single round-trip paging, index hints, full-text, and parallel queries.

🌗 在 Elasticsearch 上構建代理記憶層:混合檢索與 DLS 技術解析
➤ 從短期快取到長期記憶:構建具備認知能力的代理 AI 核心
https://www.elastic.co/search-labs/blog/agent-memory-elasticsearch
本文探討如何克服大型語言模型上下文視窗的侷限,利用 Elasticsearch 構建長期的代理記憶系統。透過引入認知心理學中的情節、語義與程序記憶分類,該系統成功實現了跨對話的資訊持久化。作者採用混合檢索機制(BM25 與向量搜尋)搭配 RRF 排序與交叉編碼器(Cross-encoder)重排序,在確保高精準度的同時,利用 Elasticsearch 的文檔級安全性(DLS)解決了多租戶隔離問題。該架構不僅優化了記憶的老化與整合機制,更以 0.89 的 R@10 準確率證明瞭其在大規模互動中的高效能。
+ 這種將認知科學模型直接映射到資料庫架構的思路非常精妙,尤其是對程序性記憶中「成功/失敗計數」的設計,
#代理人工智慧 (Agentic AI) #Elasticsearch #向量資料庫 #系統架構
Agent memory on Elasticsearch: hybrid retrieval and DLS - Elasticsearch Labs

Persistent agent memory on Elasticsearch: three-index architecture, hybrid retrieval, supersession and DLS isolation. R@10 0.89, zero cross-tenant leaks.

Elasticsearch Labs

We built a persistent agent memory layer on Elasticsearch with 0.89 recall

https://www.elastic.co/search-labs/blog/agent-memory-elasticsearch

#HackerNews #Tech #Elasticsearch

Agent memory on Elasticsearch: hybrid retrieval and DLS - Elasticsearch Labs

Persistent agent memory on Elasticsearch: three-index architecture, hybrid retrieval, supersession and DLS isolation. R@10 0.89, zero cross-tenant leaks.

Elasticsearch Labs
🎉 Oh, look! Another groundbreaking #innovation from the 'geniuses' who gave us "search bars" — this time, they've added "memory" to #Elasticsearch. 🙄 With a recall score of a whopping 0.89 (because who needs perfection?), you can now enjoy the thrill of #mediocrity in multi-tenant memory storage. 🥳
https://www.elastic.co/search-labs/blog/agent-memory-elasticsearch #MemoryStorage #TechNews #HackerNews #ngated
Agent memory on Elasticsearch: hybrid retrieval and DLS - Elasticsearch Labs

Persistent agent memory on Elasticsearch: three-index architecture, hybrid retrieval, supersession and DLS isolation. R@10 0.89, zero cross-tenant leaks.

Elasticsearch Labs
Agent memory on Elasticsearch: hybrid retrieval and DLS - Elasticsearch Labs

Persistent agent memory on Elasticsearch: three-index architecture, hybrid retrieval, supersession and DLS isolation. R@10 0.89, zero cross-tenant leaks.

Elasticsearch Labs
How to Deploy #Forem on Rocky Linux #VPS This article provides a guide detailing how to deploy Forem on Rocky Linux VPS.
What is Forem?
Forem is a robust, open-source platform for building communities like DEV.to. Deploying it on Rocky Linux involves setting up dependencies like PostgreSQL, ...
Continued 👉 https://blog.radwebhosting.com/deploy-forem-on-rocky-linux-vps/?utm_source=mastodon&utm_medium=social&utm_campaign=mastodon.raddemo.host #letsencrypt #forum #sidekiq #opensource #forumsoftware #elasticsearch #rubyonrails #rubygems #rockylinux #selfhosting #postgresql #reverseproxy #redis #selfhosted
How to Deploy #Forem on Rocky Linux #VPS This article provides a guide detailing how to deploy Forem on Rocky Linux VPS.
What is Forem?
Forem is a robust, open-source platform for building communities like DEV.to. Deploying it on Rocky Linux involves setting up dependencies like PostgreSQL, ...
Continued 👉 https://blog.radwebhosting.com/deploy-forem-on-rocky-linux-vps/?utm_source=mastodon&utm_medium=social&utm_campaign=mastodon.social #opensource #rockylinux #sidekiq #reverseproxy #letsencrypt #rubyonrails #redis #selfhosted #elasticsearch #rubygems #forumsoftware #forum #selfhosting #postgresql