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ETL Automation

· 8 min read
Nicholas Goh
Nicholas Goh
AI Full Stack Engineer

Introduction​

In this blog, I explore how automation simplifies problem-solving by testing AI’s ability to break tasks into subproblems. This use case worked with a single agent, but more complex problems require multi-agent orchestration—covered in the next blog.

Agentic RAG

· 16 min read
Nicholas Goh
Nicholas Goh
AI Full Stack Engineer

Introduction​

It has been a while since I last shared my thoughts on designing and building an Agentic RAG system in my previous Medium Blog. In this post, I aim to first discuss the inspiration behind building the system and then delve into the challenges I encountered, along with potential future hurdles.