diff --git a/docs/extras/integrations/vectorstores/faiss.ipynb b/docs/extras/integrations/vectorstores/faiss.ipynb
index 13a5c07fec..b2f75811ae 100644
--- a/docs/extras/integrations/vectorstores/faiss.ipynb
+++ b/docs/extras/integrations/vectorstores/faiss.ipynb
@@ -23,9 +23,9 @@
    },
    "outputs": [],
    "source": [
-    "#!pip install faiss\n",
+    "!pip install faiss-gpu # For CUDA 7.5+ Supported GPU's.\n",
     "# OR\n",
-    "!pip install faiss-cpu"
+    "!pip install faiss-cpu # For CPU Installation"
    ]
   },
   {
diff --git a/libs/langchain/langchain/vectorstores/faiss.py b/libs/langchain/langchain/vectorstores/faiss.py
index 6a23fc8ae8..31930beaff 100644
--- a/libs/langchain/langchain/vectorstores/faiss.py
+++ b/libs/langchain/langchain/vectorstores/faiss.py
@@ -40,7 +40,7 @@ def dependable_faiss_import(no_avx2: Optional[bool] = None) -> Any:
     except ImportError:
         raise ImportError(
             "Could not import faiss python package. "
-            "Please install it with `pip install faiss` "
+            "Please install it with `pip install faiss-gpu` (for CUDA supported GPU) "
             "or `pip install faiss-cpu` (depending on Python version)."
         )
     return faiss