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"id": "cb1537e6",
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"metadata": {},
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"source": [
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"# Vector Database Introduction\n",
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"# Using Vector Databases for Embeddings Search\n",
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"\n",
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"This notebook takes you through a simple flow to download some data, embed it, and then index and search it using a selection of vector databases. This is a common requirement for customers who want to store and search our embeddings with their own data in a secure environment to support production use cases such as chatbots, topic modelling and more.\n",
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"\n",
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