Re: Semantic Web + GenAI

Dear Sebastian, all,



Your post on GenAI + Semantic Web for EAI and BI made me think of a related approach from SAP that might interest this group.



SAP has published a short course on API discovery using knowledge graphs that link RDF/OData API metadata to business processes, enabling agents to not only find the right APIs but also execute them in the right order:

https://www.deeplearning.ai/short-courses/knowledge-graphs-for-ai-agent-api-discovery/



Key points from the course:

  *   APIs are ingested into a knowledge graph and extended with process data.
  *   Semantic retrieval reduces the API search space, while process edges define dependencies.
  *   Agents can then select APIs and follow correct process sequences (GET, POST, etc.).



Looks like a solid complement to your exploration of GenAI-leveraged Semantic Web infrastructure for enterprise integration.



Best,

Joris

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From: Sebastian Samaruga <ssamarug@gmail.com>
Date: Wednesday, 17 September 2025 at 21:46
To: W3C Semantic Web IG <semantic-web@w3.org>, W3C AIKR CG <public-aikr@w3.org>
Subject: Semantic Web + GenAI

Wondering if there is place for some attempts to outline what could be a GenAI leveraged Semantic Web infrastructure for Enterprise Application Integration (EAI) and Federated Business Intelligence (BI).

The links in this post are some very early drafts of what could be achieved so far:

https://sebxama.blogspot.com/2025/08/eai-framework.html

This is a "container" index document where I'll be putting conclusions from the previous blog post links contents:

https://github.com/sebxama/sebxama/raw/refs/heads/main/Index.docx

I'm sending it also as an attachment. Looking for corrections / collaboration. Thanks in advance,

Sebastian.