diff --git a/CHANGELOG.md b/CHANGELOG.md
index 54e524a..c51fb3f 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,9 @@
 # Changelog
 
+## [Version 2.1.1](https://github.com/dataiku/dss-plugin-nlp-embedding/releases/tag/v2.1.1) - 2025-12
+
+- Updated warning
+
 ## [Version 2.1.0](https://github.com/dataiku/dss-plugin-nlp-embedding/releases/tag/v2.1.0) - 2023-04
 
 - ✨ Python 3.8 to 3.10 support & fix Word2vec
diff --git a/README.md b/README.md
index f3b34fa..735e3e1 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # Sentence Embedding
 
-⚠️ This plugin is now "deprecated", we recommend using the [Generative AI](https://doc.dataiku.com/dss/latest/generative-ai/index.html) feature and native handling in Visual ML instead.
+⚠️ Dataiku strongly recommends to rather use the native [Generative AI](https://doc.dataiku.com/dss/latest/generative-ai/index.html) features, which mostly supersede this plugin.
 
 This Dataiku DSS plugin provides a tool for computing numerical sentence representations (also known as **Sentence Embeddings**).
 
diff --git a/plugin.json b/plugin.json
index ae26972..e04440f 100755
--- a/plugin.json
+++ b/plugin.json
@@ -1,10 +1,10 @@
 {
     "id": "sentence-embedding",
-    "version": "2.1.0",
+    "version": "2.1.1",
     "meta": {
         "label": "Text Embedding",
         "category": "Natural Language Processing",
-        "description": "Compute numerical representations for text data so that they can be fed to ML algorithms. ⚠️ This plugin is now \"deprecated\", we recommend using the [Generative AI](https://doc.dataiku.com/dss/latest/generative-ai/index.html) feature and native handling in Visual ML instead.",
+        "description": "Compute numerical representations for text data so that they can be fed to ML algorithms. ⚠️ Dataiku strongly recommends to rather use the native [Generative AI](https://doc.dataiku.com/dss/latest/generative-ai/index.html) features, which mostly supersede this plugin.",
         "author": "Dataiku (Hicham El Boukkouri)",
         "icon": "icon-list-alt",
         "licenseInfo": "Apache Software License",