diff --git a/embeddings-and-vectordbs/1_pinecone_semantic_search_example.ipynb b/embeddings-and-vectordbs/1_pinecone_semantic_search_example.ipynb
index 500749f..53d1eba 100644
--- a/embeddings-and-vectordbs/1_pinecone_semantic_search_example.ipynb
+++ b/embeddings-and-vectordbs/1_pinecone_semantic_search_example.ipynb
@@ -8,7 +8,7 @@
     "## Pinecone Vector Database Semantic Search Example\n",
     "\n",
     "This is a simple Semantic Search applicaiton using Pinecone vector database\n",
-    "to store embeddings. Pinecode offers a free starter-index as a community edition.\n",
+    "to store embeddings. Pinecone offers a free starter-index as a community edition.\n",
     "Actually, it's not that bad, as it allows you to index 100K vector embeddings.\n",
     "\n",
     "Only a single index is allowed in the community edition. The diagram below\n",