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RAG

Not Every Company Should Build RAG—Here’s How to Know

December 10, 2025 by rajatim

Your boss asks when you can have an AI-powered knowledge base. This article gives you a framework: a 9-point readiness checklist, a decision matrix, and scripts for explaining—in language executives understand—why doing it now might be right or wrong.

Categories Technical Tags AI, Project Management, RAG Leave a comment

不是每間公司都該做 RAG——這是判斷標準

December 10, 2025 by rajatim

老闆問你「我們什麼時候能有 AI 知識庫」?這篇給你一個框架:9 項就緒度檢核、決策矩陣、以及怎麼用老闆聽得懂的語言,說明為什麼「現在做」可能是對的——或錯的。

Categories Technical Tags AI, Project Management, RAG Leave a comment

5 Pitfalls You’ll Hit in Your First Month Building RAG

December 10, 2025December 9, 2025 by rajatim

Assigned to build a RAG PoC? This is not about choosing vector DBs. It is about the 5 pitfalls you will definitely hit: chunking strategy, data quality, success metrics, maintenance costs, and user expectations. Lessons paid for in production outages.

Categories Technical Tags AI, DevOps, Python, RAG Leave a comment

RAG 專案的第一個月,你會踩的 5 個坑

December 10, 2025December 9, 2025 by rajatim

被指派做 RAG PoC?這篇講的不是怎麼選 vector DB,而是你第一個月一定會踩的 5 個坑:chunking 策略、資料品質、成功定義、維運成本、用戶期望。都是花錢買來的教訓。

Categories Technical Tags AI, DevOps, Python, RAG Leave a comment

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rajatim

Technology Consultant | Cloud & DevOps Enthusiast | Cyclist

分享技術筆記、工作心得與單車挑戰。專注於雲端架構、系統整合與效能優化。

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