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fix broken links from new image locations & file extensions
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@@ -3,7 +3,7 @@ title: "Neural Search 101: A Complete Guide and Step-by-Step Tutorial"
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short_description: Step-by-step guide on how to build a neural search service.
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description: Discover the power of neural search. Learn what neural search is and follow our tutorial to build a neural search service using BERT, Qdrant, and FastAPI.
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# external_link: https://blog.qdrant.tech/neural-search-tutorial-3f034ab13adc
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social_preview_image: /articles_data/neural-search-tutorial/social_preview.jpg
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social_preview_image: /articles_data/neural-search-tutorial/preview/social_preview.jpg
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preview_dir: /articles_data/neural-search-tutorial/preview
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small_preview_image: /articles_data/neural-search-tutorial/tutorial.svg
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weight: 70
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