Wei-Meng Lee – Medium

Wei-Meng Lee

Featured Book

Python Machine Learning

Python Machine Learning

Python makes machine learning easy for beginners and experienced developers

2019

Stories

Wei-Meng Lee
in
AI Advances

Optimizing Vector Search for Your RAG Applications

Comparing DocArrayInMemorySearch and Faiss for Efficient and Scalable Retrieval-Augmented Generation

Nov 3

Optimizing Vector Search for Your RAG Applications

Nov 3

Wei-Meng Lee
in
AI Advances

Handling Large Contexts in RAG (Retrieval-Augmented Generation) Applications

Strategies for Efficient Document Retrieval

Nov 1

Handling Large Contexts in RAG (Retrieval-Augmented Generation) Applications

Nov 1

Wei-Meng Lee
in
AI Advances

Understanding Word Vector Embeddings in NLP

Unraveling the Mysteries of Word Representations in NLP

Oct 30

Understanding Word Vector Embeddings in NLP

Oct 30

Wei-Meng Lee
in
AI Advances

Running TensorFlow Applications on NVIDIA GPUs

Boosting Model Performance with GPU Acceleration for Deep Learning

Oct 28

Running TensorFlow Applications on NVIDIA GPUs

Oct 28

Wei-Meng Lee
in
AI Advances

Running TensorFlow Applications on Apple Silicon Mac

Optimizing Your TensorFlow Application with Metal Performance Shaders (MPS)

Oct 27

Running TensorFlow Applications on Apple Silicon Mac

Oct 27

Wei-Meng Lee
in
AI Advances

Understanding Tokenization in NLP

Breaking Down Word-Level, Subword-Level, Padding, and Attention Masks for Effective Text Processing in NLP

Oct 26

Understanding Tokenization in NLP

Oct 26

Wei-Meng Lee
in
AI Advances

Serving LLM Applications using LangChain and LangServe

A tutorial on Serving LangChain-Powered Applications with LangServe

Oct 24

Serving LLM Applications using LangChain and LangServe

Oct 24

Wei-Meng Lee
in
AI Advances

Running LLMs Locally using Ollama

Learn how to utilize Ollama in your Python, LangChain, and LlamaIndex applications

Oct 23

Running LLMs Locally using Ollama

Oct 23

Wei-Meng Lee
in
AI Advances

Retrieval-Augmented Generation (RAG) for Document-Based Question Answering

Learn how to secure and access private data with LlamaIndex and Retrieval-Augmented Generation (RAG)

Oct 22

Retrieval-Augmented Generation (RAG) for Document-Based Question Answering

Oct 22

Wei-Meng Lee
in
AI Advances

Leveraging AutoModel Classes for NLP, Image Classification, and LLM Applications

A Practical Overview of AutoModelForCausalLM, AutoModelForSequenceClassification, AutoModelForImageClassification, and…

Oct 20

Leveraging AutoModel Classes for NLP, Image Classification, and LLM Applications

Oct 20

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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