Building a RAG Evaluation Dataset — Roadmap Step & Resources
Creating representative test queries and expected answers
- 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: Building a RAG Evaluation Dataset.
- freeCodeCamp (Video) — freeCodeCamp's RAG courses cover retrieval and generation evaluation. Relevant to: Building a RAG Evaluation Dataset.
Part of
- Evaluating RAG Quality — section
- Retrieval-Augmented Generation (RAG) & Vector Databases roadmap — the full learning path