Master Thesis Graph-Based Question Answering and Retrieval-Augmented Generation Systems

Job description

Company Description At Bosch, we shape the future by inventing high-quality technologies and services that spark enthusiasm and enrich people’s lives. Our promise to our associates is rock-solid: we grow together, we enjoy our work, and we inspire each other. Join in and feel the difference. The Robert Bosch GmbH is looking forward to your application! Job Description: MEMS (Micro Electronic Mechanical Systems) make an important contribution to vehicle safety and are indispensable in consumer electronics. During the production and testing of these systems, large, heterogeneous data sets are generated that contain a variety of measured parameters. Knowledge Graphs (KGs) provide structured, semantically rich representations of domain knowledge, making them a powerful foundation for intelligent information retrieval. Retrieval-Augmented Generation (RAG) systems combine large language models with external knowledge sources to produce grounded, factually accurate responses. Recent work on GraphRAG has demonstrated the potential of combining these two paradigms. Current approaches have only begun to tap into the mature toolstack that the semantic web community has developed over decades....