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Update case-study-gooddata.md
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@@ -40,7 +40,7 @@ GoodData transitioned to a Retrieval-Augmented Generation (RAG) strategy, requir
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GoodData leveraged Qdrant’s official Helm chart, deploying smoothly in Kubernetes and efficiently managing near-real-time embedding updates, crucial for multilingual semantic layers.
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![Old Approach][/blog/case-study-gooddata-diagram-1.png]
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### Real-Time Performance and Scalability Gains
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@@ -67,7 +67,7 @@ This shift positions GoodData not just as a dashboard provider, but as a foundat
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Qdrant provides GoodData a stable, scalable foundation for expanding into document-based semantic search and ontology management. With Qdrant, GoodData confidently supports complex, real-time AI use cases, enhancing end-user accessibility and productivity.
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![New Approach][/blog/case-study-gooddata-diagram-2.png]
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***Architecture to enable real-time monitoring and AI-driven search capabilities in Kubernetes environment.***
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