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PyData Amsterdam 2025

2025-09-24 โ€“ 2025-09-26 PyData

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Next-Level Retrieval in RAG: Techniques and Tools for Enhanced Performance

2025-09-24
talk
RAG

Retrieval-Augmented Generation (RAG) systems rely heavily on the quality of the retrieval process to generate accurate and contextually relevant outputs. In this 90-minute tutorial, we explore practical techniques to enhance retrieval across three key stages: pre-retrieval, mid-retrieval, and post-retrieval. Participants will learn how to optimize data preparation, query strategies, reranking, and evaluation to significantly improve the performance of RAG systems. A real-world case study will guide attendees through implementing these methods in a complete retrieval workflow.