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Conquer RAG Retrieval Errors: 5-Step Tuning Process in Snorkel Flow

Offered By: Snorkel AI via YouTube

Tags

Retrieval Augmented Generation (RAG) Courses Information Retrieval Courses Retrieval Augmented Generation Courses Snorkel Flow Courses

Course Description

Overview

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Learn how to optimize retrieval accuracy in RAG systems with this 15-minute video tutorial from Snorkel AI. Follow product lead Marty Moesta's step-by-step approach using Snorkel Flow to boost performance and ensure accurate responses. Discover the main causes of retrieval errors, implement a systematic tuning process, identify and address specific error areas, improve document chunking and embedding models, and leverage collaboration between subject matter experts and data scientists. Gain practical techniques to enhance your RAG system's effectiveness and consistently retrieve the right context for your LLM.

Syllabus

Conquer RAG Retrieval Errors: 5-Step Tuning Process in Snorkel Flow


Taught by

Snorkel AI

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