Capstone: Ship a Production RAG System — Roadmap Step & Resources
A complete system covering ingestion, retrieval, grounding and evaluation
- Level: beginner
- Estimated time: 1 days
- Roadmap: Retrieval-Augmented Generation (RAG) & Vector Databases
Before this step
Interview questions
- Walk me through how you'd design a RAG system to answer questions over a company's internal documentation.
Study resources
- Hugging Face Documentation (Article) — Official documentation covering embedding models and retrieval-related libraries. Background reading/viewing for: Capstone: Ship a Production RAG System.
- freeCodeCamp (Video) — freeCodeCamp's RAG courses, useful for portfolio-building projects. Relevant to: Capstone: Ship a Production RAG System.
Part of
- Career and Capstone — section
- Retrieval-Augmented Generation (RAG) & Vector Databases roadmap — the full learning path