Lab Session V: retrieval augmented generation
Section outline
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June 3rd, Tuesday (16:30-18:30)
Retrieval augmented generation (RAG)
- Introduction to LangChain
- Building a knowledge base with Chroma
- Leveraging open-weight LM from Hugging Face
- Designing prompt templates
Exercises
- Developing a RAG application using domain-specific knowledge that has emerged after the training cutoff of the selected LMs
Resources