Title: Week 09 Resources
Course: AIINFRA 301: Production RAG & LLMOps — Observability and Evaluation > Section: Week 09 — RAG Evaluation Foundations with RAGAS

📚 Resources

- Title: RAGAS install and quickstart: https://docs.ragas.io/en/stable/getstarted/quickstart/
- Title: RAGAS with Claude as judge: https://docs.ragas.io/en/v0.3.4/getstarted/install/
- Title: RAGAS core metrics: https://www.ragas.io/
- Title: The four core RAGAS metrics split cleanly across retriever and generator: https://saulius.io/blog/ragas-rag-evaluation-metrics-llm-judge
- Title: RAGAS core-metrics evaluation notebook: https://docs.ragas.io/en/stable/getstarted/rag_eval/
- Title: BEIR datasets (SciFact, NFCorpus) for eval sets: https://github.com/beir-cellar/beir

Week 10 · Deep Evaluation and Failure Analysis with DeepEval

Notion ID: 392c08fd-0278-815a-87a3-f3615e11668d Notion URL: https://app.notion.com/p/392c08fd0278815a87a3f3615e11668d