Breaking Into RAG and Retrieval Engineering — Roadmap Step & Resources
Common paths in from search engineering, data engineering or ML roles
- Level: beginner
- Estimated time: 1 days
- Roadmap: Retrieval-Augmented Generation (RAG) & Vector Databases
Before this step
Study resources
- LangChain Documentation (Article) — Official documentation covering retrieval and RAG patterns widely used in production systems. Background reading/viewing for: Breaking Into RAG and Retrieval Engineering.
- freeCodeCamp (Video) — freeCodeCamp's RAG courses, useful for portfolio-building projects. Relevant to: Breaking Into RAG and Retrieval Engineering.
Part of
- Career and Capstone — section
- Retrieval-Augmented Generation (RAG) & Vector Databases roadmap — the full learning path