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Optimizing RAG Implementations for Specialized Enterprise Tasks

Offered By: Snorkel AI via YouTube

Tags

Retrieval Augmented Generation (RAG) Courses Embeddings Courses Retrieval Augmented Generation Courses Snorkel AI Courses

Course Description

Overview

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Explore advanced techniques for optimizing Retrieval-Augmented Generation (RAG) implementations in enterprise settings through this 56-minute webinar from Snorkel AI. Gain insights into emerging AI practices and the future of enterprise adoption from Snorkel AI co-founder and CEO Alex Ratner. Learn how to fine-tune RAG architectures for domain-specific tasks requiring high accuracy and precision from Principal Research Scientist Chris Glaze and Generative AI Product Lead Marty Moesta. Discover strategies for optimizing RAG components, applying AI data development techniques to improve model accuracy, and accelerating the delivery of production RAG implementations. The webinar includes a demonstration of Snorkel Flow for RAG optimization and covers topics such as chunking, embedding, reranking, and context-window optimization.

Syllabus

The Future of AI with Snorkel AI CEO Alex Ratner
RAG Optimization Overview with Principal Research Scientist Chris Glaze
Snorkel Flow demo for RAG optimization with Snorkel AI Product Manager Marty Moesta
Closing remarks with Snorkel AI CEO Alex Ratner


Taught by

Snorkel AI

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