RAGnarok Part 1 — Scoping an Enterprise RAG System (Before Any Code)
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Starting a series called RAGnarok — building an Enterprise Knowledge Assistant (RAG system) in public, part by part. This first post is scope/architecture only, no code — that starts in Part 2. The problem Internal docs (HR policy, engineering docs, deployment runbooks, incident postmortems, API references) are scattered, and finding the right one is slow. Goal: a retrieval system that answers questions like "how do I rotate AWS credentials?" by pulling from the actual internal docs instead of…
1Key Takeaways
- Starting a series called RAGnarok — building an Enterprise Knowledge Assistant (RAG system) in public, part by part.
- This first post is scope/architecture only, no code — that starts in Part 2.
- The problem Internal docs (HR policy, engineering docs, deployment runbooks, incident postmortems, API references) are scattered, and finding the right one is slow.
- Goal: a retrieval system that answers questions like "how do I rotate AWS credentials?" by pulling from the actual internal docs instead of….
2AIWedia Score
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3Why it matters
Coding AI shifts how fast software ships and how much human review each change needs. DEV — ML reports that starting a series called RAGnarok — building an Enterprise Knowledge Assistant (RAG system) in public, part by part.
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