talk-data.com
PyData
talk
2025-09-24 at 07:00
Next-Level Retrieval in RAG: Techniques and Tools for Enhanced Performance
Event:
PyData Amsterdam 2025
Speakers
Topics
Description
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.