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Database Tradeoffs

Notes on Database Tradeoffs for ML platform / Applied AI interview preparation. The file index below shows what's in scope; click through to the individual notes for the depth.

Interview talking points

  • Skim the file index below for the questions this folder helps answer.
  • Cross-reference notes on related topics from the home page.

Files in this folder

File Title
00-overview-and-database-map.md Database Tradeoffs — MangaAssist Chatbot
01-conversation-memory.md Scenario File 1 — Conversation Memory
02-vector-store.md Scenario File 2 — Vector Store (RAG Knowledge Base)
03-cache-layer.md Scenario File 3 — Response Cache Layer
04-analytics-warehouse.md Scenario File 4 — Analytics Warehouse

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