diff --git a/docs/07-scaling-and-pinecone.ipynb b/docs/examples/pinecone-and-scaling.ipynb
similarity index 99%
rename from docs/07-scaling-and-pinecone.ipynb
rename to docs/examples/pinecone-and-scaling.ipynb
index 504b1336daaa6deb58eb078d5df711c04c75af90..d541ee9b866e1b9f73bd319f2a80ffd7f58fe7bf 100644
--- a/docs/07-scaling-and-pinecone.ipynb
+++ b/docs/examples/pinecone-and-scaling.ipynb
@@ -6,7 +6,7 @@
         "id": "UxqB7_Ieur0s"
       },
       "source": [
-        "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/aurelio-labs/semantic-router/blob/main/docs/07-scaling-and-pinecone.ipynb) [![Open nbviewer](https://raw.githubusercontent.com/pinecone-io/examples/master/assets/nbviewer-shield.svg)](https://nbviewer.org/github/aurelio-labs/semantic-router/blob/main/docs/07-scaling-and-pinecone.ipynb)"
+        "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/aurelio-labs/semantic-router/blob/main/docs/examples/pinecone-and-scaling.ipynb) [![Open nbviewer](https://raw.githubusercontent.com/pinecone-io/examples/master/assets/nbviewer-shield.svg)](https://nbviewer.org/github/aurelio-labs/semantic-router/blob/main/docs/examples/pinecone-and-scaling.ipynb)"
       ]
     },
     {