update L6 and tutorials

Harvard-IACS · Nov 17, 2024 · 165aca0 · 165aca0
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diff --git a/tutorials_demo.md b/tutorials_demo.md
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 ## Tutorial 8: LLM-RAG
-- **Lecture**: [L08](../assets/lectures/lecture8/L08-LLM2.pdf)
+- **Lecture**: [L08](../assets/lectures/lecture8/L07-LLM1.pdf)
 - **Description**: Building a RAG System with Vector DB and LLM
 - **GCP GitHub URL**: [LLM-1](https://github.com/dlops-io/llm-rag)