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How to Optimize RAG Pipelines for Domain- and Enterprise-Specific Tasks

Offered By: Snorkel AI via YouTube

Tags

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

Course Description

Overview

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Dive into the world of Retrieval Augmented Generation (RAG) pipelines in this 56-minute webinar focused on optimization for domain- and enterprise-specific tasks. Master semantic document chunking and embedding techniques, fine-tune RAG pipelines for optimal performance, and leverage Snorkel Flow to accelerate development. Explore a comprehensive overview of RAG systems, followed by practical demonstrations using the Snorkel Flow AI data development platform. Gain insights from Snorkel AI experts Shane Johnson and Haley Massa as they guide you through building accurate, reliable, and efficient LLM-powered applications. Learn to overcome retrieval errors and acquire the knowledge and tools necessary to construct world-class RAG systems. The webinar includes a Q&A session and information about a free LLM evaluation offer from Snorkel AI.

Syllabus

— High-level RAG overview
— Snorkel Flow Demo
— Recap and summary
— Free LLM eval offer from Snorkel AI
— Q&A


Taught by

Snorkel AI

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