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Explore the crucial role of vector databases in powering generative AI applications during this 40-minute webinar. Delve into key concepts including generative AI, retrieval augmented generation (RAG), and the significance of search engines in AI systems. Discover how vector databases enable efficient data representation, retrieval, and manipulation, leading to high-fidelity outputs across various domains like natural language processing and image synthesis. Learn about open-source tools that empower developers and enthusiasts to create their own generative AI applications, gaining insights into the technology driving advancements in AI-generated content.
Syllabus
Vector databases for generative AI applications
Taught by
Canonical Ubuntu