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Business Architecture Reference Model

  • Yingting Huang

Yingting Huang

Sep 9, 2022
Business Architecture Reference Model
Photo by Sean Pollock / Unsplash

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ReAct Agents: Building From Scratch - Native Function Calling vs. Custom TAO Parsing

ReAct Agents: Building From Scratch - Native Function Calling vs. Custom TAO Parsing

Introduction In this article, I'll walk you through two different ways to implement ReAct agents without relying on any existing frameworks: 1. Native Function Calling: Tapping into the built-in capabilities of modern LLMs 2. Custom TAO Parsing: A more flexible text-based approach for parsing Thoughts, Actions, and Observations I've deliberately
May 11, 2025 4 min read
Building an English Dictionary with LLM

Building an English Dictionary with LLM

In my previous blog, I mentioned about online dictionary feature from my English learning app. Today, I'll share the implementation details and how I overcame several challenges using Large Language Models (LLMs). The Challenge The requirement was straightforward: when a user selects a word in a passage and clicks "explain,
Mar 29, 2025 3 min read
My Vibe Coding Journey - Developing an AI-Powered English Learning Application
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My Vibe Coding Journey - Developing an AI-Powered English Learning Application

I want to share my story about vibe coding, I started this idea to assist my son's english learning, I also wanted to test to see if I can rely on generative ai to complete a full project including client and server. My goal was twofold: to support his learning
Mar 25, 2025 2 min read
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