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Wei-Meng Lee

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Python Machine Learning

Python Machine Learning

Python makes machine learning easy for beginners and experienced developers

2019

Stories

Published in
AI Advances

Transferring and Managing Ollama Model Files

Relocating Ollama Models and Their Associated Data

22h ago

Transferring and Managing Ollama Model Files

22h ago

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

2d ago

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

2d ago

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

2d ago

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

2d ago

Published in
AI Advances

Running LLMs locally on the Mac using vLLM

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

3d ago

Running LLMs locally on the Mac using vLLM

3d ago

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…

6d ago

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

6d ago

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

Published in
AI Advances

Sharing Your AI Apps with the World

A Step-by-Step Guide to Hosting Gradio Apps on Hugging Face Spaces

Feb 26

Sharing Your AI Apps with the World

Feb 26

Published in
AI Advances

Extracting and Querying Table Data from PDF Invoices with RAG

Using Retrieval-Augmented Generation to Unlock Structured Data for Smarter Invoice

Feb 24

Extracting and Querying Table Data from PDF Invoices with RAG

Feb 24

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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