diff --git a/examples/Anomaly_detection_with_embeddings.ipynb b/examples/Anomaly_detection_with_embeddings.ipynb
index 446b13216..18aabeaf1 100644
--- a/examples/Anomaly_detection_with_embeddings.ipynb
+++ b/examples/Anomaly_detection_with_embeddings.ipynb
@@ -83,7 +83,7 @@
         }
       ],
       "source": [
-        "!pip install -U -q google.generativeai"
+        "!pip install -U -q google-generativeai"
       ]
     },
     {
diff --git a/examples/Classify_text_with_embeddings.ipynb b/examples/Classify_text_with_embeddings.ipynb
index 540432191..308334749 100644
--- a/examples/Classify_text_with_embeddings.ipynb
+++ b/examples/Classify_text_with_embeddings.ipynb
@@ -84,7 +84,7 @@
         }
       ],
       "source": [
-        "!pip install -U -q google.generativeai"
+        "!pip install -U -q google-generativeai"
       ]
     },
     {
diff --git a/examples/Search_Wikipedia_using_ReAct.ipynb b/examples/Search_Wikipedia_using_ReAct.ipynb
index 33d7ac0bc..42d1d8d8d 100644
--- a/examples/Search_Wikipedia_using_ReAct.ipynb
+++ b/examples/Search_Wikipedia_using_ReAct.ipynb
@@ -124,7 +124,7 @@
       },
       "outputs": [],
       "source": [
-        "!pip install -q google.generativeai"
+        "!pip install -q google-generativeai"
       ]
     },
     {
diff --git a/examples/Talk_to_documents_with_embeddings.ipynb b/examples/Talk_to_documents_with_embeddings.ipynb
index 1199e5c02..d5ff0413a 100644
--- a/examples/Talk_to_documents_with_embeddings.ipynb
+++ b/examples/Talk_to_documents_with_embeddings.ipynb
@@ -83,7 +83,7 @@
       },
       "outputs": [],
       "source": [
-        "!pip install -U -q google.generativeai"
+        "!pip install -U -q google-generativeai"
       ]
     },
     {
diff --git a/quickstarts/Models.ipynb b/quickstarts/Models.ipynb
index 985ad6e38..ea8ae6ba5 100644
--- a/quickstarts/Models.ipynb
+++ b/quickstarts/Models.ipynb
@@ -70,7 +70,7 @@
       },
       "outputs": [],
       "source": [
-        "!pip install -U -q google.generativeai"
+        "!pip install -U -q google-generativeai"
       ]
     },
     {
diff --git a/quickstarts/Prompting.ipynb b/quickstarts/Prompting.ipynb
index 083b0ee53..9e670a84a 100644
--- a/quickstarts/Prompting.ipynb
+++ b/quickstarts/Prompting.ipynb
@@ -74,7 +74,7 @@
         }
       ],
       "source": [
-        "!pip install -U -q google.generativeai # Install the Python SDK"
+        "!pip install -U -q google-generativeai # Install the Python SDK"
       ]
     },
     {