Getting to know Large Language Models
and their applications in business

Prof. Dr. Mirco Schoenfeld

It’s your turn

This exercise is about Prompting.

You have seen these approaches to prompting in the lecture:

  • zero-shot prompting,
  • one-shot prompting, and
  • few-shot prompting.

Create an example prompt using each strategy
and discuss their individual advantages.

It’s your turn

This exercise is about Prompting Strategies.

Find out about Iterative Prompting and Chained Prompting.

  1. What are the differences?
  2. Does one strategy have an advantage over the other?
  3. In which use case would you apply what strategy and why?

It’s your turn

This exercise is about rethinking prompts.

From the exercises before, can you
identify commonalities in your prompts?

Could your prompts probably be re-used for automation?

It’s your turn

How can LLMs (or AI Systems) be integrated into your processes?

  1. Choose your perspective:
    conceptual & abstract or technical & specific.
  2. Pick a use case from your company
  3. Identify related entities in your use case
  4. How are they involved in integrating or communicating with the AI system?

It’s your turn

Find out about LangChain.

  1. What is it? How does it help companies to use LLMs?
  2. How can it be applied in your company?
  3. How would you design a Chat-Bot that makes use of LangChains? How would such a LangChain look like?