diff --git a/docs/examples/Hindi_Tamil_RAG_with_Navarasa7B.ipynb b/docs/examples/Hindi_Tamil_RAG_with_Navarasa7B.ipynb
index 122685ba..de84f1dd 100644
--- a/docs/examples/Hindi_Tamil_RAG_with_Navarasa7B.ipynb
+++ b/docs/examples/Hindi_Tamil_RAG_with_Navarasa7B.ipynb
@@ -8,7 +8,7 @@
       "source": [
         "# Hindi and Tamil Question Answer / RAG\n",
         "\n",
-        "In this notebook, we use new Navrasa LLMs from TeluguLLM to create a Hindi and Tamil Question Answering system. Since we're using a 7B model with PEFT, this notebook is run on Google Colab with an A100. If you're working with a smaller machine, I'd encourage to try the 2B model instead."
+        "In this notebook, we use new Navarasa LLMs from TeluguLLM to create a Hindi and Tamil Question Answering system. Since we're using a 7B model with PEFT, this notebook is run on Google Colab with an A100. If you're working with a smaller machine, I'd encourage to try the 2B model instead."
       ]
     },
     {
@@ -164,9 +164,9 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "## Downloading the Navrasa LLM\n",
+        "## Downloading the Navarasa LLM\n",
         "\n",
-        "We'll download the Navrasa LLM from TeluguLLM-Labs. This is a 7B model with PEFT."
+        "We'll download the Navarasa LLM from TeluguLLM-Labs. This is a 7B model with PEFT."
       ]
     },
     {