---
title: "Discussion on \"Arabic search in production: normalization, stemming and relevance QA\" | Hashnode"
description: "Discussion on \"Arabic search in production: normalization, stemming and relevance QA\". A practical Elasticsearch and OpenSearch pipeline for Arabic normalization, protected terms, judged queries and rollback-safe releases."
url: "https://hashnode.com/posts/arabic-search-production-normalization-stemming-relevance-qa/6a89960bcb704713ef2abbbf"
---

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# [Arabic search in production: normalization, stemming and relevance QA](https://www.sultanbyte.com/arabic-search-production-normalization-stemming-relevance-qa?utm_source=hashnode&utm_medium=feed)

A practical Elasticsearch and OpenSearch pipeline for Arabic normalization, protected terms, judged queries and rollback-safe releases.

Aug 22 · 9 min read · sultanbyte.com  
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-   [#arabic](https://hashnode.com/tag/arabic)
-   [#elasticsearch](https://hashnode.com/tag/elasticsearch)
-   [#opensearch](https://hashnode.com/tag/opensearch)
-   [#search](https://hashnode.com/tag/search)
-   [#natural-language-processing](https://hashnode.com/tag/natural-language-processing)

## Written by

[Hussain Fakhruddin](https://hashnode.com/@hussainanjar)

@hussainanjar · Dubai, UAE

  
[View profile](https://hashnode.com/@hussainanjar)

Founder & CTO Qualascend.com | Staticforms.dev

I have lead the Engineering for multiple startups in UAE. I also have my own agency qualascend.com.

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