diff --git a/notebooks/explainable-ai-1-basic/explainable-ai-1-basic.ipynb b/notebooks/explainable-ai-1-basic/explainable-ai-1-basic.ipynb
index e1a072af017..7583df2f58c 100644
--- a/notebooks/explainable-ai-1-basic/explainable-ai-1-basic.ipynb
+++ b/notebooks/explainable-ai-1-basic/explainable-ai-1-basic.ipynb
@@ -434,7 +434,8 @@
    "imageUrl": "https://user-images.githubusercontent.com/36741649/127172572-1cdab941-df5f-42e2-a367-2b334a3db6d8.jpg",
    "tags": {
     "categories": [
-     "First Steps"
+     "First Steps",
+     "Explainable AI"
     ],
     "libraries": [],
     "other": [],
diff --git a/selector/src/notebook-metadata/notebook-metadata-collector.js b/selector/src/notebook-metadata/notebook-metadata-collector.js
index ede72c34cde..3b488a4bd72 100644
--- a/selector/src/notebook-metadata/notebook-metadata-collector.js
+++ b/selector/src/notebook-metadata/notebook-metadata-collector.js
@@ -183,4 +183,5 @@ const librariesPatterns = {
   Gradio: ['import gradio', 'from gradio'],
   'OpenVINO Tokenizers': ['import openvino_tokenizers', 'from openvino_tokenizers'],
   'OpenVINO GenAI': ['import openvino_genai', 'from openvino_genai'],
+  'OpenVINO Explainable AI': ['import openvino_xai', 'from openvino_xai'],
 };
diff --git a/selector/src/shared/notebook-tags.js b/selector/src/shared/notebook-tags.js
index 68308cb0f44..b831e8ed66b 100644
--- a/selector/src/shared/notebook-tags.js
+++ b/selector/src/shared/notebook-tags.js
@@ -82,6 +82,7 @@ export const LIBRARIES = /** @type {const} */ ({
     OMZ: 'Open Model Zoo',
     TOKENIZERS: 'OpenVINO Tokenizers',
     GENAI: 'OpenVINO GenAI',
+    XAI: 'OpenVINO Explainable AI',
   },
   OTHER: {
     OPTIMUM_INTEL: 'Optimum Intel',