Wei-Meng Lee – Medium

Wei-Meng Lee

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DuckDB: up and Running: Fast Data Analytics and Reporting

DuckDB: up and Running: Fast Data Analytics and Reporting

Wei-Meng Lee explores DuckDB's features, best practices, and practical examples for developers and data professionals in diverse data analytics tasks.

2025

Stories

Published in
AI Advances

Customizing LLMs with Ollama Modelfiles

Practical Guide to Tailoring LLM Behavior for Specific Tasks

2d ago

Customizing LLMs with Ollama Modelfiles

2d ago

Published in
AI Advances

Using Open WebUI to Interact with AI Models

Learn how to install Open WebUI on your local computer and use it to interact with models from OpenAI, Ollama, and perform…

4d ago

Using Open WebUI to Interact with AI Models

4d ago

Published in
AI Advances

Transferring and Managing Ollama Model Files

Relocating Ollama Models and Their Associated Data

Mar 26

Transferring and Managing Ollama Model Files

Mar 26

Published in
Level Up Coding

Bridging LLMs and External Data: An Introduction to the Model Context Protocol (MCP) — Part 2

Implementing the MCP Server, Inspecting It with MCP Inspector, and Testing with Claude Desktop

Mar 24

Bridging LLMs and External Data: An Introduction to the Model Context Protocol (MCP) — Part 2

Mar 24

Published in
AI Advances

Extracting Content from Documents — PDFs, Word Documents, Excel Spreadsheets, and Images

A Practical Guide Using Docling, PyTesseract, PDFPlumber, PyMuPDF, and Hugging Face Models

Mar 24

Extracting Content from Documents — PDFs, Word Documents, Excel Spreadsheets, and Images

Mar 24

Published in
AI Advances

Running LLMs locally on the Mac using vLLM

A Step-by-Step Guide to Installing and Serving LLMs

Mar 23

Running LLMs locally on the Mac using vLLM

Mar 23

Published in
Level Up Coding

Bridging LLMs and External Data: An Introduction to the Model Context Protocol (MCP)— Part 1

Understanding the motivation behind MCP and how it works to ensure consistent, reliable, and controlled interactions between large language…

Mar 20

Bridging LLMs and External Data: An Introduction to the Model Context Protocol (MCP)— Part 1

Mar 20

Published in
AI Advances

Performing Stuffing-based Document Q&A using LangFlow

Maximizing Context Utilization for Document Question Answering with LangFlow

Mar 10

Performing Stuffing-based Document Q&A using LangFlow

Mar 10

Published in
AI Advances

Running Hugging Face Models in Ollama

Learn how to seamlessly use pre-trained models from Hugging Face with Ollama.

Mar 9

Running Hugging Face Models in Ollama

Mar 9

Published in
AI Advances

Mastering Hugging Face Models: A Practical Guide

Downloading, Organizing, Optimizing, and Quantizing for Enhanced Performance

Feb 28

Mastering Hugging Face Models: A Practical Guide

Feb 28

Wei-Meng Lee

Wei-Meng Lee

Book Author

ACLP Certified Trainer | Blockchain, Smart Contract, Data Analytics, Machine Learning, Deep Learning, and all things tech (http://calendar.learn2develop.net).

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