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improve a bunch of images with new midjourney (#1722)
* improve a bunch of images with new midjourney * more images * more images * change immutable data structures preview
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@@ -3,7 +3,7 @@ title: "What is Agentic RAG? Building Agents with Qdrant"
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short_description: "Will agentic RAG replace linear RAG? Learn how to build agents with Qdrant and which framework is best for your use case."
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description: "Agents are a new paradigm in AI, and they are changing how we build RAG systems. Learn how to build agents with Qdrant and which framework to choose."
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preview_dir: /articles_data/agentic-rag/preview
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social_preview_image: /articles_data/agentic-rag/social-preview.png
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social_preview_image: /articles_data/agentic-rag/preview/social_preview.jpg
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weight: -150
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author: Kacper Łukawski
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author_link: https://www.kacperlukawski.com
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@@ -3,7 +3,7 @@ title: Food Discovery Demo
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short_description: Feeling hungry? Find the perfect meal with Qdrant's multimodal semantic search.
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description: Feeling hungry? Find the perfect meal with Qdrant's multimodal semantic search.
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preview_dir: /articles_data/food-discovery-demo/preview
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social_preview_image: /articles_data/food-discovery-demo/preview/social_preview.png
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social_preview_image: /articles_data/food-discovery-demo/preview/social_preview.jpg
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small_preview_image: /articles_data/food-discovery-demo/icon.svg
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weight: -30
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author: Kacper Łukawski
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@@ -3,7 +3,7 @@ title: "Optimizing Memory for Bulk Uploads"
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short_description: "Best practices to optimize memory usage during high-volume vector ingestion in Qdrant, ensuring stable and efficient deployments."
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description: "Efficient memory management is key when handling large-scale vector data. Learn how to optimize memory consumption during bulk uploads in Qdrant and keep your deployments performant under heavy load."
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preview_dir: /articles_data/indexing-optimization/preview
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social_preview_image: /articles_data/indexing-optimization/social-preview.png
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social_preview_image: /articles_data/indexing-optimization/preview/social_preview.jpg
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weight: -155
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author: Sabrina Aquino
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date: 2025-02-13T00:00:00.000Z
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@@ -3,7 +3,7 @@ title: "Vector Search Resource Optimization Guide"
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short_description: "Combine optimization methods to improve resource usage."
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description: "Learn how to get the most from Qdrant's optimization features. Discover key tricks and best practices to boost vector search performance and reduce Qdrant's resource usage."
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preview_dir: /articles_data/vector-search-resource-optimization/preview
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social_preview_image: /articles_data/vector-search-resource-optimization/social_preview.png
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social_preview_image: /articles_data/vector-search-resource-optimization/preview/social_preview.jpg
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weight: -200
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author: David Myriel
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category: vector-search-manuals
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