RAG Evaluation Fundamentals — Roadmap Step & Resources
Evaluating retrieval quality and generation quality separately
- Level: beginner
- Estimated time: 1 days
- Roadmap: Retrieval-Augmented Generation (RAG) & Vector Databases
Before this step
Study resources
- Hugging Face Documentation (Article) — Official documentation covering embedding models and retrieval-related libraries. Background reading/viewing for: RAG Evaluation Fundamentals.
- freeCodeCamp (Video) — freeCodeCamp's RAG courses cover retrieval and generation evaluation. Relevant to: RAG Evaluation Fundamentals.
Part of
- Evaluating RAG Quality — section
- Retrieval-Augmented Generation (RAG) & Vector Databases roadmap — the full learning path