Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Customizable RAG Workflows with Your Own Data

MLOps World: Machine Learning in Production via YouTube

Overview

Explore the importance of corporate data in Generative AI applications through a 39-minute conference talk from MLOps World: Machine Learning in Production. Discover how to build a customizable RAG (Retrieval Augmented Generation) stack using open-source tools like HuggingFace, Milvus vector database, and LangChain. Learn best practices and advanced techniques for optimizing GenAI workflows with proprietary data, including optional integrations with Zilliz cloud and OpenAI. Gain insights from Christy Bergman, Developer Advocate at Zilliz, as she demonstrates the significance of tailored data in machine learning and its impact on Generative AI applications.

Syllabus

Customizable RAG Workflows with your Own Data

Taught by

MLOps World: Machine Learning in Production

Reviews

Start your review of Customizable RAG Workflows with Your Own Data

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.