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makes title formatting consistent with other examples
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@ -5,9 +5,7 @@
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Search Augmented\n",
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"\n",
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"### by Query Generation and Embeddings Reranking\n",
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"# Search augmented by query generation and embeddings reranking\n",
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"\n",
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"Searching for relevant information can sometimes be like looking for a needle in a haystack, but don’t despair, GPTs can actually do a lot of this work for us. In this guide we explore a way to augment existing search systems with various AI techniques, helping us sift through the noise.\n",
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"\n",
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