Work

Large Language Models: A practical Introduction for Computer Scientists

Year: 2025

Type: article

Abstract: This slide deck contains an introduction to how LLMs work and how they can be used for tasks such as text, code and data generation. It informs about basics of prompt engineering and introduces a couple of libraries and frameworks such as openai, bia-bob and llama-index. Readers will learn about how retrieval-augmented generation and function calling work. We learn how to program an agent that turns arxiv papers into simple powerpoint presentations. Finaly some advice on good scientific practice is given.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.15006766

Author: Haase, Robert

Institutions: Center for Scalable Data Analytics and Artificial Intelligence, Leipzig University

Language: English

Topic: Topic Modeling

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W6893252560

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