Continuous Evaluation in Production — Roadmap Step & Resources
Monitoring RAG quality as documents and queries change over time
- Level: beginner
- Estimated time: 1 days
- Roadmap: Retrieval-Augmented Generation (RAG) & Vector Databases
Before this step
Study resources
- Pinecone Learning Center (Article) — A vector database provider's extensive educational content on embeddings, retrieval and RAG architecture. Background reading/viewing for: Continuous Evaluation in Production.
- freeCodeCamp (Video) — freeCodeCamp's RAG courses cover retrieval and generation evaluation. Relevant to: Continuous Evaluation in Production.
Part of
- Evaluating RAG Quality — section
- Retrieval-Augmented Generation (RAG) & Vector Databases roadmap — the full learning path