Milvus 101 Most Advanced Vector Database Yujian Tang

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In this video, we dive into the world of Retrieval-Augmented Generation (RAG) and explore how to build a robust RAG system using LlamaIndex and Milvus. Milvus, the world's most advanced open-source vector database, allows you to develop and maintain AI applications with ease. With its powerful capabilities, you can create a large-scale similarity search service in less than a minute. LlamaIndex complements Milvus by providing simple and intuitive SDKs for various languages, making the integration seamless and efficient. • What You'll Learn: • Introduction to RAG: Understand the basics of Retrieval-Augmented Generation and how it enhances the capabilities of AI models by incorporating external knowledge sources. • Overview of Milvus: Discover the features and benefits of using Milvus as your vector database for AI applications. Learn how it supports large-scale similarity search and efficient data retrieval. • Introduction to LlamaIndex: Get acquainted with LlamaIndex, its functionalities, and how it simplifies the integration process with Milvus through its intuitive SDKs. • Setting Up Your Environment: Step-by-step guidance on setting up Milvus and LlamaIndex, ensuring you have all the necessary tools and configurations in place. • Source Code: https://github.com/ytang07/milvus-pro... • #milvus #ai #vector #database #llamaindex #llm

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