diff --git a/.github/workflows/ci_cd.yml b/.github/workflows/ci_cd.yml
index 15086cf1e..1df6d60a3 100644
--- a/.github/workflows/ci_cd.yml
+++ b/.github/workflows/ci_cd.yml
@@ -42,6 +42,9 @@ env:
   STABLE_REVN: '231'  # ensure this matches inputs.stable-revn.default
   EXPERIMENTAL_REVN: '232'  # ensure this matches inputs.experimental-revn.default
   DEV_REVN: '241'
+  MEILISEARCH_API_KEY: ${{ secrets.MEILISEARCH_API_KEY }}
+  MEILISEARCH_HOST_URL: ${{ vars.MEILISEARCH_HOST_URL }}
+  MEILISEARCH_PUBLIC_API_KEY: ${{ secrets.MEILISEARCH_PUBLIC_API_KEY }}
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
@@ -599,6 +602,21 @@ jobs:
           cname: ${{ env.DOCUMENTATION_CNAME }}
           token: ${{ secrets.GITHUB_TOKEN }}
 
+  doc-index-dev:
+    name: "Deploy dev index docs"
+    if: github.ref == 'refs/heads/main'
+    runs-on: ubuntu-latest
+    needs: upload_dev_docs
+    steps:
+      - name: "Deploy the latest documentation index"
+        uses: ansys/actions/doc-deploy-index@v4
+        with:
+          cname: ${{ env.DOCUMENTATION_CNAME }}/version/dev
+          index-name: pymechanical-vdev
+          host-url: ${{ env.MEILISEARCH_HOST_URL }}
+          api-key: ${{ env.MEILISEARCH_API_KEY }}
+          python-version: ${{ env.MAIN_PYTHON_VERSION }}
+
   upload_docs_release:
     name: Upload release documentation
     if: github.event_name == 'push' && contains(github.ref, 'refs/tags')
@@ -610,4 +628,32 @@ jobs:
         with:
           cname: ${{ env.DOCUMENTATION_CNAME }}
           token: ${{ secrets.GITHUB_TOKEN }}
-          python-version: ${{ env.MAIN_PYTHON_VERSION }}
+
+  doc-index-stable:
+    name: "Deploy stable docs index"
+    runs-on: ubuntu-latest
+    needs: upload_docs_release
+    steps:
+      - name: "Install Git and clone project"
+        uses: actions/checkout@v4
+
+      - name: "Install the package requirements"
+        run: pip install -e .
+
+      - name: "Get the version to PyMeilisearch"
+        run: |
+          VERSION=$(python -c "from ansys.mechanical.core import __version__; print('.'.join(__version__.split('.')[:2]))")
+          VERSION_MEILI=$(python -c "from ansys.mechanical.core import __version__; print('-'.join(__version__.split('.')[:2]))")
+          echo "Calculated VERSION: $VERSION"
+          echo "Calculated VERSION_MEILI: $VERSION_MEILI"
+          echo "VERSION=$VERSION" >> $GITHUB_ENV
+          echo "VERSION_MEILI=$VERSION_MEILI" >> $GITHUB_ENV
+
+      - name: "Deploy the latest documentation index"
+        uses: ansys/actions/doc-deploy-index@v4
+        with:
+          cname: ${{ env.DOCUMENTATION_CNAME }}/version/${{ env.VERSION }}
+          index-name: pymechanical-v${{ env.VERSION_MEILI }}
+          host-url: ${{ env.MEILISEARCH_HOST_URL }}
+          api-key: ${{ env.MEILISEARCH_API_KEY }}
+          python-version: ${{ env.MAIN_PYTHON_VERSION }}
\ No newline at end of file
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 231fe67ea..2e036a076 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -11,6 +11,7 @@ This document follows the conventions laid out in [Keep a CHANGELOG](https://kee
 
 - Add codeql.yml for security checks ([#423](https://github.com/ansys/pymechanical/pull/423))
 - add readonly flag and assertion ([#441](https://github.com/ansys/pymechanical/pull/441))
+- Add PyMeilisearch in documentation ([#508](https://github.com/ansys/pymechanical/pull/508))
 
 ### Fixed
 
diff --git a/doc/source/conf.py b/doc/source/conf.py
index 8abe71ef7..7a5fd7c1b 100644
--- a/doc/source/conf.py
+++ b/doc/source/conf.py
@@ -171,7 +171,6 @@
     "thumbnail_size": (350, 350),
 }
 
-
 # -- Options for HTML output -------------------------------------------------
 html_short_title = html_title = "PyMechanical"
 html_theme = "ansys_sphinx_theme"
@@ -204,6 +203,12 @@
             "icon": "fa fa-comment fa-fw",
         },
     ],
+    "use_meilisearch": {
+        "api_key": os.getenv("MEILISEARCH_PUBLIC_API_KEY", ""),
+        "index_uids": {
+            f"pymemchanical-v{get_version_match(version).replace('.', '-')}": "PyMechanical",
+        },
+    },
 }
 
 # -- Options for HTMLHelp output ---------------------------------------------