docs: typo (#814)

* Update rag_azuresearch.ipynb

Signed-off-by: Farzad Sunavala <40604067+farzad528@users.noreply.github.com>

* typo

Signed-off-by: Farzad Sunavala <40604067+farzad528@users.noreply.github.com>

---------

Signed-off-by: Farzad Sunavala <40604067+farzad528@users.noreply.github.com>
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Farzad Sunavala 2025-01-27 04:24:26 -06:00 committed by GitHub
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@ -277,7 +277,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"### Part 3: Create Azure Search Index and Push Chunk Embeddings\n",
"### Part 3: Create Azure AI Search Index and Push Chunk Embeddings\n",
"Well define a vector index in Azure AI Search, then embed each chunk using Azure OpenAI and upload in batches."
]
},
@ -498,7 +498,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"### Part 4: Perform RAG I\n",
"### Part 4: Perform RAG over PDF\n",
"Combine retrieval from Azure AI Search with Azure OpenAI Chat Completions (aka. grounding your LLM)"
]
},