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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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### Part 3: Create Azure Search Index and Push Chunk Embeddings\n",
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"### Part 3: Create Azure AI Search Index and Push Chunk Embeddings\n",
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"We’ll define a vector index in Azure AI Search, then embed each chunk using Azure OpenAI and upload in batches."
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]
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},
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### Part 4: Perform RAG I\n",
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"### Part 4: Perform RAG over PDF\n",
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"Combine retrieval from Azure AI Search with Azure OpenAI Chat Completions (aka. grounding your LLM)"
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]
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},
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