Beginner's Guide to Vector Databases
I am actively working on technology to retrieve information a lot faster, in the context of GenAI, LLM, and RAG, for instance to power home-made GPT-like apps. The topic is gaining a lot of traction, and all AI professionals should be familiar with it. Did you know that KNN and ANN are used to optimize vector search?
This upcoming webinar constitutes an excellent introduction to the subject, explaining the architecture of vector databases, with case studies and code snippets. Recording and GitHub material will be available to registrants who cannot attend the free 60-min session. Register here.
Overview
With the global vector database market expected to reach USD 1.7 billion by 2027, understanding this technology is more relevant than ever.
This session will not only delve into the basics of vector databases but also highlight why they are crucial in today's data-driven landscape, particularly in enhancing AI capabilities and managing complex spatial data.
We'll also include a live demo and code-share during the webinar, offering practical insights into utilizing vector databases effectively.
What you will learn
Data Scientist| Mentor| Seasoned professional| Former Research Intern IIT Madras| University of San Diego| Liverpool John Moores University
1 年Amazing Vincent Granville
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1 年Thanks for Sharing.
Boeing Associate Technical Fellow /Engineer /Scientist /Inventor /Cloud Solution Architect /Software Developer /@ Boeing Global Services
1 年Thank you for posting this insightful topic. I am sharing with you the following; I have two articles with practical examples using Vector DB, RAG[1] and RAG-fusion[2].?? 1.- Vector Database, Retrieval Augmented Generation, and Semantic Search: A Comprehensive Overview https://medium.com/@frankmorales_91352/vector-database-retrieval-augmented-generation-and-semantic-search-a-comprehensive-overview-ef7164e65f31 2.-?RAG-Fusion https://medium.com/@frankmorales_91352/rag-fusion-4832635d7d06
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1 年Thank you , Vincent. Looking forward to your research . Vincent Granville