Bachelor thesis Bachelor Thesis: Development of a RAG Database for AI Process Analysis

Job titel Bachelor thesis
Start Immediately / By arrangement
Theme Artificial Intelligence
Project AI-based process analysis in selection projects and operation of production-related business software (KIProWahl)
Application Deine aussagekräftige Bewerbung enthält Anschreiben, Lebenslauf sowie Prüfungsleistungen des Studiums / Zeugnisse.
Bitte sende die Unterlagen in einer einzigen PDF-Datei an
jobs@iph-hannover.de

The KIProWahl project uses LLM-based chatbots for process analysis during software selection in SMEs. To ask context-sensitive questions and avoid hallucinations, the language model needs a domain-specific database. You will design and implement a local Retrieval-Augmented Generation (RAG) system using expertise from production and logistics.

Your tasks

  • Collection and structuring of domain knowledge and reference processes
  • Implementation of a vector search system (e.g., via LangChain)
  • Connection of the RAG database to a local LLM in the Python demonstrator
  • Validation of the chatbot response quality

Your profile

You are studying

  • Computer Science
  • Business Informatics
  • Mechanical Engineering
  • or similar

You are interested in AI and have initial programming skills in Python. Good German and English skills are required.

Your contact person

Philipp Harder
M.Sc.

Project engineer