diff --git a/examples/vector_databases/pinecone/Gen_QA.ipynb b/examples/vector_databases/pinecone/Gen_QA.ipynb
index df9caede..8e215324 100644
--- a/examples/vector_databases/pinecone/Gen_QA.ipynb
+++ b/examples/vector_databases/pinecone/Gen_QA.ipynb
@@ -214,7 +214,7 @@
         "\n",
         "This answer seems pretty convincing right? Yet, it's wrong. MLM is typically used in the pretraining step of a transformer model but *cannot* be used to fine-tune a sentence-transformer, and has nothing to do with having _\"pairs of related sentences\"_.\n",
         "\n",
-        "An alternative answer we recieve (and the one we returned above) is about `supervised learning approach` being the most suitable. This is completely true, but it's not specific and doesn't answer the question.\n",
+        "An alternative answer we receive (and the one we returned above) is about `supervised learning approach` being the most suitable. This is completely true, but it's not specific and doesn't answer the question.\n",
         "\n",
         "We have two options for enabling our LLM in understanding and correctly answering this question:\n",
         "\n",