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Connecting Large Language Models with your Data - Common pitfalls & challenges

Dr. Nils Reimers

Generative models have demonstrated how helpful they can be on general knowledge, helping students on their writing assignments. But as soon as you want to run it in a professional setting with prompts like "what are the three main feature requests from our largest customers?", they demonstrate their lack of knowledge.

In this session, I will introduce how Large Language Models (LLMs) can be connected to your data via semantic search. As I will present, there are many pitfalls and challenges. Some can be solved, when using the right technologies, others are still open problems.