From 1bbe1f50fa36ca5d7c55af47b09e41c7983c8a95 Mon Sep 17 00:00:00 2001
From: Pietro Monticone <38562595+pitmonticone@users.noreply.github.com>
Date: Fri, 3 May 2024 23:45:08 +0200
Subject: [PATCH] Update Embeddings_REST.ipynb

---
 quickstarts/rest/Embeddings_REST.ipynb | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/quickstarts/rest/Embeddings_REST.ipynb b/quickstarts/rest/Embeddings_REST.ipynb
index 3484eba14..9f1b116df 100644
--- a/quickstarts/rest/Embeddings_REST.ipynb
+++ b/quickstarts/rest/Embeddings_REST.ipynb
@@ -215,7 +215,7 @@
       },
       "source": [
         "## Set the output dimensionality\n",
-        "If you're using `text-embeddings-004`, you can set the `output_dimensionality` paramater to create smaller embeddings.\n",
+        "If you're using `text-embeddings-004`, you can set the `output_dimensionality` parameter to create smaller embeddings.\n",
         "\n",
         "* `output_dimensionality` truncates the embedding (e.g., `[1, 3, 5]` becomes `[1,3]` when `output_dimensionality=2`).\n"
       ]
@@ -277,7 +277,7 @@
         "\n",
         "* `TASK_TYPE_UNSPECIFIED`: If you do not set the value, it will default to retrieval_query.\n",
         "* `RETRIEVAL_QUERY` : The given text is a query in a search/retrieval setting.\n",
-        "* `RETRIEVAL_DOCUMENT`: The given text is a document from athe corpus being searched.\n",
+        "* `RETRIEVAL_DOCUMENT`: The given text is a document from the corpus being searched.\n",
         "* `SEMANTIC_SIMILARITY`: The given text will be used for Semantic Textual Similarity (STS).\n",
         "* `CLASSIFICATION`: The given text will be classified.\n",
         "* `CLUSTERING`: The embeddings will be used for clustering.\n"