In this podcast, Edo Liberty, Founder and CEO at Pinecone, discusses the importance of vector databases in the successful adoption of Generative AI and LLM based applications and how vector databases are different from traditional data stores.

Read a transcript of this interview: https://bit.ly/4aHaVGi 

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Transcript

Edo Liberty on Vector Databases for Successful Adoption of Generative AI and LLM based Applications

In this podcast, Roland Meertens and Anthony Alford discuss coordinate systems, both in AI and the physical world. They explore how a library's classification systems mirror the concept of embeddings in AI, where documents are organized based on similarity and how AI tools like RAG use vector spaces to efficiently retrieve the right content. They then discuss physical coordinate systems and how different countries have developed various schemes to represent the Earth’s surface, such as the UK's Ordnance Survey and the Netherlands' Rijksdriehoekscoördinaten.

Read a transcript of this interview: https://bit.ly/3A6oUsL

Subscribe to the Software Architects’ Newsletter for your monthly guide to the essential news and experience from industry peers on emerging patterns and technologies:
https://www.infoq.com/software-architects-newsletter 

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QCon San Francisco (November 18-22, 2024)
Get practical inspiration and best practices on emerging software trends directly from senior software developers at early adopter companies.
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Discover new ideas and insights from senior practitioners driving change and innovation in software development.
https://qconlondon.com/ 

Save the date: InfoQ Dev Summit Boston (June 9-10, 2025)
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The InfoQ Podcasts: 
Weekly inspiration to drive innovation and build great teams from senior software leaders. Listen to all our podcasts and read interview transcripts:

- The InfoQ Podcast https://www.infoq.com/podcasts/ 
- Engineering Culture Podcast by InfoQ https://www.infoq.com/podcasts/#engineering_culture 
- Generally AI: https://www.infoq.com/generally-ai-podcast/ 

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Generally AI - Season 2 - Episode 4: Coordinate Systems in AI and the Physical World

We discuss MUVERA, a revolutionary multi-vector search technology developed by Google that significantly improves upon traditional search methods. This breakthrough allows for computationally expensive multi-vector approaches—which offer greater contextual understanding—to perform with the speed of simpler, single-vector systems, overcoming a long-standing challenge. By using Fixed Dimensional Encodings (FDEs), MUVERA achieves dramatic reductions in latency and improved recall, making real-time complex reasoning over vast datasets feasible for enterprises. The article emphasizes how this innovation will transform enterprise intelligence, enabling more sophisticated AI applications and offering a significant competitive advantage for businesses that adopt it, despite potential implementation challenges related to information architecture and explainability.

How Google Solved the Impossible: Making Smart Search Actually Fast

Software engineers, architects and team leads have found inspiration to drive change and innovation in their team by listening to the weekly InfoQ Podcast. They have received essential information that helped them validate their software development map. We have achieved that by interviewing some of the top CTOs, engineers and technology directors from companies like Uber, Netflix and more. Over 1,200,000 downloads in the last 3 years.

New tracks tagged #Vector Search