From a22d5022483715baa07e0664cbd578ada6bf9694 Mon Sep 17 00:00:00 2001
From: Bal Narendra Sapa <61614290+balnarendrasapa@users.noreply.github.com>
Date: Sat, 5 Aug 2023 20:16:33 -0400
Subject: [PATCH] added the embeddings part (#8805)
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Description: forgot to add the embeddings part in the documentation.
sorry 😅

@baskaryan
---
 .../extras/integrations/vectorstores/faiss.ipynb | 16 +++++++++++++++-
 1 file changed, 15 insertions(+), 1 deletion(-)

diff --git a/docs/extras/integrations/vectorstores/faiss.ipynb b/docs/extras/integrations/vectorstores/faiss.ipynb
index e03dd0e7d45..7fb3ff7e561 100644
--- a/docs/extras/integrations/vectorstores/faiss.ipynb
+++ b/docs/extras/integrations/vectorstores/faiss.ipynb
@@ -269,6 +269,20 @@
     "pkl = db.serialize_to_bytes() # serializes the faiss index"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "eb083247",
+   "metadata": {
+    "vscode": {
+     "languageId": "r"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "embeddings = HuggingFaceEmbeddings(model_name=\"all-MiniLM-L6-v2\")"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -276,7 +290,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "db = FAISS.deserialize_from_bytes(pkl) # Load the index"
+    "db = FAISS.deserialize_from_bytes(embeddings = embeddings, serialized = pkl) # Load the index"
    ]
   },
   {