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Customizable RAG Workflows with Your Own Data

Offered By: MLOps World: Machine Learning in Production via YouTube

Tags

Retrieval Augmented Generation (RAG) Courses Machine Learning Courses MLOps Courses LangChain Courses Vector Databases Courses Generative AI Courses Data Management Courses Milvus Courses Retrieval Augmented Generation Courses

Course Description

Overview

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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

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