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Speakers:
Optimizing LLM for Endress+Hauser: An Innovative Approach to Chatbot Design with Azure Semantic & Vector Search
Date:
Monday, November 18, 2024
Time:
2:00 pm
Track:
Summary:
In this session, we will have an in-depth exploration of chatbot innovation applied in a real-world setting at Endress+Hauser. This session will focus on our practical implementation of Large Language Models, combined with the capabilities of Azure’s Semantic & Vector Search and strategically advance Retrieval-Augmented Generation (RAG) approach, to build a chatbot that is not only highly responsive but also remarkably intuitive .We will provide a comprehensive overview of our approach, detailing the process of integrating technology stacks and navigating the complexities of chatbot design, demonstrating the tangible benefits of these technologies in a real-world, industrial setting.
Quality In, Quality Out: Techem's Digital Boiler Room
Date:
Monday, November 18, 2024
Time:
2:30 pm
Track:
Summary:
How do you improve the energy efficiency of thousands of existing heating systems by 15% when you know nothing about them to start with? We’ll discuss the retrofit approach Techem choose to collect ground truth using smart tooling. A focus is put on reverse engineering the heating curve of legacy systems while ensuring robustness across a wide variety of heating system designs. We’ll demonstrate, that quality in curating contextual master data dominated the results.