Case Study: Building an Internal Knowledge Assistant — Roadmap Step &…
Taking a RAG-based internal tool from prototype to production
- Level: beginner
- Estimated time: 1 days
- Roadmap: Retrieval-Augmented Generation (RAG) & Vector Databases
Before this step
Mini projects
- Build a complete RAG system over a real document set, including evaluation and citation support
Study resources
- Pinecone Learning Center (Article) — A vector database provider's extensive educational content on embeddings, retrieval and RAG architecture. Background reading/viewing for: Case Study: Building an Internal Knowledge Assistant.
- freeCodeCamp (Video) — freeCodeCamp's RAG courses, useful for portfolio-building projects. Relevant to: Case Study: Building an Internal Knowledge Assistant.
Part of
- Career and Capstone — section
- Retrieval-Augmented Generation (RAG) & Vector Databases roadmap — the full learning path