Session Outline
Explore how TGW, a leader in intralogistics & logistics automation, harnesses the power of CrateDB to digitally transform warehouse operations. This session at the Data Innovation Summit 2024 is led by Tove Mylläri from Yle! In her talk, Tove delves into the use of CrateDB in creating automated warehouses and powering a versatile LLM-based QA system for different stakeholders in the company. It covers general questions of employees, deep insights based on technical documentation and support tickets, as well as sales support. Discover the real-world application of multi-model capabilities, including full-text search and vector storage, in optimizing operations and enhancing employee support in a complex, data-driven environment.
Key Takeaways
- Digital Twin and QA System Integration: Insights into CrateDB’s utilization for creating TGW’s warehouse digital twins, enhancing operational efficiency, and implementing an LLM-based document QA system that addresses diverse employee needs with role-specific information access.
- Data Management, Security, and Indexing Challenges: Strategies for handling various data sets, including context-specific indexing and secure access, coupled with insights into the challenges faced during diverse document indexing.
- Building Generative AI Solutions and Requirements: Key lessons from TGW’s journey in developing Generative AI solutions, focusing on the essential requirements for an enterprise-grade RAG system.
- Future Prospects in Knowledge Management: An exploration of the potential advancements and new features that a fully operational RAG system could bring to knowledge management within the company.
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