Phase 14 · Retrieval-Augmented Generation & Vector Databases
ProjectsRAG-based Q&A Chatbot
Part of the AI Engineer Roadmap.
Summary
A chatbot that answers questions grounded in a specific document set — the flagship RAG project and one of the most in-demand AI engineer portfolio pieces.
How to Learn This
- 1Pick a real document set (docs, PDFs) and build the full ingestion-to-chat pipeline.
- 2Add source citations to every answer so users can verify claims.
- 3Test with questions the documents don't cover and confirm the bot says so instead of hallucinating.
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