Unlocking SAP BTP

Generative AI Meets Contextual Intelligence

Listen Later
 

In this episode, Niklas Siemer is joined by Thomas Hammer, the lead product manager for SAP HANA Cloud, to discuss the newly introduced vector engine feature.  

Thomas explains its evolution and multi-model data processing capabilities and focuses on how the new vector engine enhances generative AI applications by improving context awareness. Thomas details its technical features, including new data types and SQL commands, and explores use cases in real estate and audio/image recognition. The conversation also touches on the operational impact, commercial aspects, and upcoming SAP HANA Cloud updates, such as increased storage and cost management tools. 

Also in this episode:  

  • SAP BTP is continuously releasing new roadmap updates, including improvements to the API Management user interface, enhanced HTML5 application integration in SAP Build Work Zone, and a namespace concept in SAP Datasphere. 
    • SAP HANA Cloud is the latest evolution of SAP HANA, offering a managed database-as-a-service with a focus on in-memory, real-time data analytics and multi-model data processing capabilities. 
      • The vector engine is the newest addition to SAP HANA Cloud’s multi-model data processing features, providing the ability to store and process vector data, which is crucial for generative AI scenarios. 
        • The vector engine helps address limitations of large language models by infusing business-specific context and more up-to-date information into AI applications, leading to more accurate and relevant responses. 
          • Technically, the vector engine introduces a new “real vector” data type and integrates with SQL and Python, allowing customers to leverage vector data processing within the core of the SAP HANA Cloud platform. 
            • The vector engine can be used for a variety of use cases, such as similarity search in real estate and audio/image recognition, leveraging the semantic relationships captured in the vector data. 
              • While the vector engine may increase data storage requirements and CPU usage for analytics, there is no additional licensing cost for customers to use this feature, which is included as part of the SAP HANA Cloud offering. 

                • Subscribe to the SAP BTP TALK Podcast: 

                • Apple Podcasts 
                • Spotify 
                • YouTube 
                • Website 

                  • Connect With The SAP BTP TALK Podcast 

                  • Facebook 
                  • LinkedIn 
                  • Monthly SAP Business Technology Platform Newsletter

                    • Links of “What’s New” section:

                    • SAP Community #whatsnewinsaphanacloud link
                    • Youtube Playlist
                    • News release: SAP HANA Cloud Vector Engine
                    • SAP HANA Cloud’s Vector Engine Announcement
                    • From Developer’s Desk: SAP HANA Cloud Vector Engine
                    • Vectorize your Data : SAP HANA Cloud’s Vector Engine for Unified Data Excellence

                      • About Thomas Hammer:

                      Thomas Hammer is the Lead Product Manager for SAP HANA Cloud, located in Walldorf, Germany and with SAP for 10 years.

                      Follow on: LinkedIn

                      Links of “What’s New” section:

                      • SAP Community #whatsnewinsaphanacloud link
                      • Youtube Playlist
                      • News release: SAP HANA Cloud Vector Engine
                      • SAP HANA Cloud’s Vector Engine Announcement
                      • From Developer’s Desk: SAP HANA Cloud Vector Engine
                      • Vectorize your Data : SAP HANA Cloud’s Vector Engine for Unified Data Excellence

                        • More about SAP HANA Cloud:

                        • www.sap.com/hanacloud
                        • Youtube Playlist
                        • https://help.sap.com/docs/r/p/HANA_CLOUD

                          • Hosted by Niklas Siemer – Product Specialist SAP Business Technology Platform, SAP SE

                          Social Media:

                          Follow on: LinkedIn

                          The post Generative AI Meets Contextual Intelligence first appeared on Unlocking SAP BTP.

                          ...more
                          View all episodesView all episodes
                          Download on the App Store
                          Unlocking SAP BTPBy SAP SE
                          • 4.1
                          • 4.1
                          • 4.1
                          • 4.1
                          • 4.1

                          4.1

                          8 ratings

                          More shows like Unlocking SAP BTP

                          View all
                          Philosophize This! by Stephen West

                          Philosophize This!

                          15,205 Listeners

                          The McKinsey Podcast by McKinsey & Company

                          The McKinsey Podcast

                          388 Listeners

                          Lage der Nation - der Politik-Podcast aus Berlin by Philip Banse & Ulf Buermeyer

                          Lage der Nation - der Politik-Podcast aus Berlin

                          226 Listeners

                          The Daily by The New York Times

                          The Daily

                          112,539 Listeners

                          Up First from NPR by NPR

                          Up First from NPR

                          56,431 Listeners

                          F.A.Z. Digitalwirtschaft by Frankfurter Allgemeine Zeitung

                          F.A.Z. Digitalwirtschaft

                          10 Listeners

                          SAP IT Podcast by Tobias Harmes - mindsquare AG

                          SAP IT Podcast

                          0 Listeners

                          Inside SAP S/4HANA Cloud by SAP SE

                          Inside SAP S/4HANA Cloud

                          8 Listeners

                          kurz informiert by heise online by heise online

                          kurz informiert by heise online

                          1 Listeners

                          Huberman Lab by Scicomm Media

                          Huberman Lab

                          29,203 Listeners

                          LANZ & PRECHT by ZDF, Markus Lanz & Richard David Precht

                          LANZ & PRECHT

                          323 Listeners

                          KI-Update – ein heise-Podcast by Isabel Grünewald, heise online

                          KI-Update – ein heise-Podcast

                          3 Listeners

                          SAP Developers by SAP SE

                          SAP Developers

                          3 Listeners

                          Die SAP Story by SAP, Christian Cohrs, Podstars by OMR

                          Die SAP Story

                          1 Listeners