YoVDO

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

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
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

Related Courses

How to Optimize RAG Pipelines for Domain- and Enterprise-Specific Tasks
Snorkel AI via YouTube
LLM Evaluation for Production Enterprise Applications
Snorkel AI via YouTube
How to Evaluate Enterprise LLMs in Snorkel Flow
Snorkel AI via YouTube
Aligning Large Language Models for Enterprise Applications in Snorkel Flow - Demo
Snorkel AI via YouTube
How to Accelerate AI Training With Programmatic Data Labeling - Snorkel Flow Demo
Snorkel AI via YouTube