Fraunhofer Institute for Open Communication Systems
Introduction to LLM Integration for Innovative App Development
This course provides the fundamental knowledge and practical skills needed to integrate large language models (LLMs) into applications and workflows. It is ideal for beginners with basic programming knowledge.
Integrating LLMs: Challenges and Opportunities for Developers
The growing relevance of large language models (LLMs) in software development and automation is creating new challenges for developers. Beginners aiming to build applications and workflows using LLMs face complex questions:
- How can LLMs be integrated into existing systems?
- Which frameworks and technologies are the most effective?
- How can costs be optimized while increasing efficiency?
This course is designed for individuals with basic programming knowledge who want to expand their skills and integrate modern AI technologies into their projects.
Efficient Integration of LLMs into Applications and Workflows: From Basics to Production
This seminar offers a hands-on introduction to developing applications and workflows based on LLMs. You will learn the basics of LLM technology, explore various tools and frameworks, and enhance your skills through practical exercises. Topics such as retrieval-augmented generation (RAG), prompt engineering, fine-tuning, and MLOps will be covered extensively.
By combining theory and practice, you will gain the skills to efficiently integrate LLMs and automate workflows. The course is specifically designed for beginners with basic programming knowledge and will prepare you for the demands of modern AI applications.