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text: In this episode, Nicolas delves into enhancing semantics search at Malt by implementing a retriever-ranker architecture with multilingual transformer-based models, improving freelancer-project matching through a transition to Qdrant that reduced latency from 10 seconds to 1 second and bolstering the platform’s overall performance and scaling capabilities.