🔥 AI-Powered NoSQL Apps with Vector Search & Retrieval-Augmented Generation, Couchbase VP of Product
Presented by Couchbase VP of Product & Solutions, Jeff Morris
• Funny pre-event tech-trivia: • Trivia: AI-Powered NoSQL Apps with Ve...
Join us for a deep dive into the transformative potential of AI in the realm of NoSQL data platforms, from vector search to retrieval-augmented generation (RAG.)
This presentation will teach you about what is available within the AI landscape, exploring the variety of tools, models and frameworks available to developers today.
We will showcase real-world applications to illustrate how these technologies can be practically applied in everyday programming tasks and discuss how AI can be seamlessly integrated into development workflows using LangChain, an open-source framework designed to facilitate interactions between various AI components.
You will gain valuable insights and practical knowledge to help you on your journey to integrate sophisticated AI-driven content generation and enhance search functionalities in your applications.
Key highlights will include practical demonstrations on vector search and RAG, Retrieval-Augmented Generation.
• Vector Search: Learn how vector embeddings can revolutionize data retrieval, making it possible to find semantically related information beyond simple keyword matches.
• Retrieval-Augmented Generation: Discover how combining traditional LLMs with contextually relevant data can improve the quality and relevance of generated content.
Developers have an unprecedented opportunity to leverage these advanced AI technologies as tools to enhance application functionality, improve user engagement and solve complex problems more efficiently. Watch now to learn how you can benefit from AI and NoSQL.
►►► Jeff Morris, VP of Product & Solutions, Couchbase ◄◄◄
Jeff is responsible for the development of Couchbase SDKs and how to integrate with the N1QL query language. He's spent over three decades involved with software development tools, databases, analytic tools, cloud services and other open-source products.
In the past, Jeff helped separate graph databases from the larger NoSQL market at Neo4j, defined "data products" at SaaS analytic provider, GoodData, and has worked for other Open Source Software vendors including Sendmail, since the 1990s.
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