Messen | Events

Generative AI that works – Interfacing Knowledge Graphs and Large Language Models

Generative AI and large language models (LLMs) are transforming processes in almost all application domains. However, smart utilization of generative AI is a major challenge for companies. Fraunhofer FIT demonstrates, how LLM-based workflows can become more reliable and precise by integrating structured information sources, such as knowledge graphs. These technologies help optimize the applicability of structured representations of domain and expert knowledge and thus create value from these using natural language processing. The applications shown cover a broad spectrum, from general strategies for introducing LLM-based workflows in businesses to KG-enhanced agents for advanced learning and task automation for various domains, such as business processes, medicine, and cyber security. More

Data Spaces – Secure and Sovereign Data Ecosystems

Fraunhofer FIT demonstrates how companies can leverage data spaces to securely and confidently exchange data between various stakeholders. It presents technical building blocks necessary for the successful implementation of data spaces, such as interoperability and data security, as well as governance mechanisms. Visitors will be able to experience how data rooms drive innovation and make collaboration between industry partners efficient by means of demos from production and medicine. Furthermore, we highlight how data spaces can improve analytical methods, such as AI applications, offering additional opportunities for exploration. More