🚀 Exciting news! I’ll be giving a lunchtime talk on Hugging Face in collaboration with Singapore Management University Academy 🔹 Unlock Hugging Face: Simplify AI with Transformers, LLMs, RAG, Fine-Tuning & More 📅 March 11, 2025 | 🕛 12:00 PM – 1:30 PM 📍 SMU YPH School of Law, B2-03 Reg link soon.

🚀 Exciting News! 🚀 I’m partnering with SMU Academy to launch the Advanced Certificate in AI Programming! Learn Python, data science, ML, DL, and AI applications. Whether you're a beginner or pro, tailor your learning with flexible modules. 📌 Details: academy.smu.edu.sg/courses/advanc…

What really happens when you download a Hugging Face model? 🤔 From NLP to computer vision, these models power incredible applications—but how do they work under the hood? I break it all down in my latest AI Advances article. 🚀👇 🔗 ai.gopubby.com/mastering-hugg…

Working with ollama and wished that you can use the models in Hugging Face? This article on AI Advances shows you how. medium.com/ai-advances/ru…

Have you heard of Stuffing-based Document Q&A? This technique involves packing as much information as possible into an LLM's context window before asking a question. In this article from AI Advances, I show how this is done using Langflow. medium.com/p/0940b6292df7

Have you heard of the Model Context Protocol (MCP)? What is it, how does it work, and how can you get started? In this multi-part series, I’ll explain what MCP is and guide you through getting started with it. medium.com/p/3f53dc753ef2 #MCP #ModelContextProtocol #LLM #JSONRPC

There are many tools that allow you to run LLMs locally on your computer. In this article for AI Advances, I discussed vLLM, a tool that is designed to run LLMs using CUDA. ai.gopubby.com/running-llms-l…

Have a lot of documents that you want to extract data from? In this article on AI Advances I showed how to extract text, tables, and images data from a wide variety of document formats. medium.com/ai-advances/ex…

Here's Part 2 of the multi-part series on Model Context Protocol (MCP). In this article, I showed how to build your own MCP server and integrate it with the Claude Desktop. Time to get your hands dirty! levelup.gitconnected.com/bridging-llms-…

Want to selectively move your models downloaded with Ollama to another folder? My latest article on AI Advances explains how ollama stores downloaded models, and how you can move selected models to another folder. ai.gopubby.com/transferring-a…

For my recent article, Transferring and Managing Ollama Model Files, on AI Advances, I uploaded the utility to GitHub. Give it a try if you have Python installed on your system! github.com/weimenglee/Mig…

With Open WebUI, you can now easily interact with LLMs running locally on your computer. What's more, you can use it to perform RAG on your private documents. My article on AI Advances shows you how. ai.gopubby.com/using-open-web…

Did you know that ollama's Modelfile lets you customize LLMs to behave exactly how you want? In this article on AI Advances, I’ll walk you through some exciting things you can do with Ollama Modelfiles. ai.gopubby.com/customizing-ll…

Ever wondered what exactly are AI agents? Well, wonder no more. If you can code in Python, you can create your own AI agents! Check out my article on AI Advances! ai.gopubby.com/building-ai-ag…

You’ve probably heard of LangChain — but have you come across another rising tool called LangGraph? In this article on AI Advances, I’ll cover the fundamentals of LangGraph and walk through building a simple yet functional application. ai.gopubby.com/getting-starte…

New to AI programming? Join Module 5 of SMU’s Advanced Cert in Applied AI on 5–6 June 2025! 🧠 Learn to: ✅ Use OpenAI models ✅ Query your own data with LLMs ✅ Run models locally ✅ Build with LangChain Fee from $254 💡bit.ly/3GzI9hi

Now that you understand the basics of LangGraph, let's use it to write an agent! Following my article on AI Advances to see how to implement it! ai.gopubby.com/developing-age…

Once you learned the basics of creating agents using LangGraph, you can now write your own custom tools to integrate into your own agent. Find out how in this follow-up article on AI Advances. ai.gopubby.com/extend-langgra…

A multi-agent system is a computational framework where multiple agents interact or collaborate to achieve a common goal or solve a complex task. Check out my article on AI Advances to see how you can develop one using LangGraph! ai.gopubby.com/creating-multi…