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Unlock SAP HANA Cloud's Secret: LLM Q&A with Knowledge Graphs!

“LLM is getting this question generating the sparkle query. I know all of you would love to write this by yourself, but let LLM do this and then it returns the answers.”
- Witalij Rudnicki, Developer Advocate, SAP

Witness the future of data interaction as SAP HANA Cloud combines with Knowledge Graphs and Large Language Models. See how natural language queries instantly generate complex Sparkle code, delivering precise answers. This demo redefines how developers engage with SAP data.

SAP HANA CloudKnowledge GraphLLMAISAP TechEdDeveloper DemoQ&APythonSAP AI Core

00:00

Chapter 1Hold My Coffee: Impressing with SAP HANA Cloud

00:05

Chapter 2Activating SAP HANA's Triple Store for Knowledge Graphs

00:19

Chapter 3Building Ontologies: Mapping SAP Developer Advocates

00:40

Chapter 4Python & LLM Integration: Simplifying Q&A

00:55

Chapter 5Natural Language Queries Powering Sparkle Code Generation

01:20

Chapter 6Instant Answers: Who Shows Cloud Application Model?

01:30

Chapter 7Linking Resources: The Power of RDF

TopicsData Management & Analytics Generative AI & Large Language Models SAP Business Technology Platform SAP Application Development

Links from the creatorWatch all SAP TechEd replays Explore SAP Knowledge Graph As a global leader in enterprise applications and business AI, SAP stands at the nexus of business and technology. For over 50 years, organizations have trusted SAP to bring out their best by uniting business-critical operations spanning finance, procurement, HR, supply chain, and customer experience. For more information, visit

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Top Moments

AI writes Sparkle

LLM Writes Your Sparkle Query

Python + LLM + HANA

Python & LLM for HANA Q&A

Get instant presenter info

Instant Answers: Who's Presenting?

SAP AI Core power

Leveraging SAP AI Core LLMs

Unlock HANA's power

HANA's Knowledge Graph Secret

Connect data to web

RDF: Linking Knowledge to Web

Ontology for developers

Mapping SAP Advocates with Ontology

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SAP TechEd 2025 Unveils Breakthrough: HANA Cloud Knowledge Graph with LLM-Powered Q&A

At SAP TechEd 2025, a groundbreaking developer demo showcased how SAP HANA Cloud, fortified with a knowledge graph engine and a new Python package, is revolutionizing data interaction through large language models (LLMs). This innovation allows users to query complex data using natural language, dramatically simplifying access and analysis.

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