Zachary Huang articles - 38 total
I just wrote a tutorial showing how to build an AI chatbot for your website that just works. https://dev.to/zachary62/the-easiest-way-to-build-an-ai-chatbot-for-your-website-full-dev-tutorial-37kp
A post by Zachary Huang
The Easiest Way to Build an AI Chatbot for Your Website (Full Dev Tutorial)
Want to build an AI chatbot for your website, but worried about the complexity? Are you picturing a...
Build an LLM Web App in Python from Scratch: Part 4 (FastAPI, Background Tasks & SSE)
Ever asked an AI to write a whole blog post, only to stare at a loading spinner for five minutes,...
Build an LLM Web App in Python from Scratch: Part 3 (FastAPI & WebSockets)
Ever watched ChatGPT type back to you word by word, like it's actually thinking out loud? That's...
I just wrote a simple tutorial showing how to build your own Python LLM web app using Streamlit from scratch! https://dev.to/zachary62/build-an-llm-web-app-in-python-from-scratch-part-2-streamlit-fsm-277g
A post by Zachary Huang
Build an LLM Web App in Python from Scratch: Part 2 (Streamlit & FSM)
Ever wanted to create your own AI-powered image generator, where you call the shots on the final...
Build an LLM Web App in Python from Scratch: Part 1 (Local CLI)
Ever thought about sprinkling some AI magic into your web app? This is Part 1 of our journey from a...
I just wrote a simple tutorial showing how to build your own AI Code Generator from scratch! https://dev.to/zachary62/build-your-own-ai-code-generator-from-scratch-a-pocketflow-tutorial-2b65
A post by Zachary Huang
Build Your Own AI Code Generator From Scratch — A PocketFlow Tutorial!
Ever wished you could just describe a coding problem and have an AI automatically generate...
I just wrote a straightforward tutorial showing how to build your own AI Voice Chatbot from the ground up! https://dev.to/zachary62/build-your-own-voice-chatbot-from-scratch-a-pocketflow-tutorial-o93
A post by Zachary Huang
Build Your Own Voice Chatbot From Scratch — A PocketFlow Tutorial!
Ever chatted with your smart speaker and wondered, "How'd it DO that?" Or maybe you've dreamed of...
The Ultimate AI Experiment: When LLMs Play the Danganronpa Killing Game (Part 2)
In Part 1, we talked about why we threw AIs into the wild world of Danganronpa – we wanted AI game...
The Ultimate AI Experiment: When LLMs Play the Danganronpa Killing Game (Part 1)
Ever wondered what happens when super-smart AI isn't just a tool, but a player in a crazy game of...
I just published a tutorial on parallel LLM calls: https://dev.to/zachary62/parallel-llm-calls-from-scratch-tutorial-for-dummies-using-pocketflow-1972
A post by Zachary Huang
Parallel LLM Calls from Scratch — Tutorial For Dummies (Using PocketFlow!)
Ever felt like your program was stuck waiting... and waiting... for one API call to finish before...
I just published a hands-on tutorial for LLM Streaming Responses! https://dev.to/zachary62/streaming-llm-responses-tutorial-for-dummies-using-pocketflow-3g9p
A post by Zachary Huang
Streaming LLM Responses — Tutorial For Dummies (Using PocketFlow!)
Tired of staring at a loading spinner while the AI thinks? Wish you could just yell "Stop!" when it...
Text-to-SQL from Scratch — Tutorial For Dummies (Using PocketFlow!)
Ever wished you could just ask your database questions in plain English instead of wrestling with...
Structured Output for Beginners: 3 Must-Know Prompting Tips
Ever ask an AI to pull out key facts – like a name and email – hoping for neat, usable data like...
Build Chain-of-Thought From Scratch - Tutorial for Dummies
Ever ask an AI a tricky question and get a hilariously wrong answer? Turns out, AI needs to learn...
A2A Protocol Simply Explained: Here are 3 key differences to MCP!
Imagine a world where your AI assistants don't just work FOR you, but work WITH each other! Google's...
MCP Simply Explained: Function Calling Rebranded or Genuine Breakthrough?
Ever wished your AI assistant could actually do more than just chat? Like send real emails, schedule...
AI Codebase Knowledge Builder (Full Dev Tutorial!)
Ever stared at a new codebase feeling completely lost? What if an AI could read it for you and...
