PinnedMatthew LeungHow to build custom domain Q&A chatbot using LLMChatGPT is one of the most popular Large Language Model (LLM). It is very powerful and can almost answer all kinds of questions. However…3 min read·Aug 1, 2023----
PinnedMatthew LeungHow to Plan for LLM deploymentThe field of LLM (Language Model) has gained significant prominence in recent times. In my previous post, I presented a tutorial on…7 min read·Sep 19, 2023----
PinnedMatthew LeunginCoinmonksSolana Blockchain data scrapingAs the transactions on Blockchain can be accessed as public data, we can develop a scraping client to retrieve the data in each block for…2 min read·Mar 13, 2022--1--1
PinnedMatthew LeunginCoinmonksData Analysis on Solana Blockchain dataContinue the data analysis on the transaction data I collected using the Rust program in my previous article.3 min read·Apr 10, 2022----
PinnedMatthew LeunggRPC vs REST — performance comparisongRPC is a high performant framework to exchange message for remote procedure call. It use protocol buffers for serializing structured data.2 min read·Nov 29, 2020--3--3
Matthew LeungUsing LangGraph agent to automate data analysisLangGraph, developed by LangChain, is a pioneering framework designed to facilitate the creation and management of AI agents. An agent is a…5 min read·Mar 16, 2024----
Matthew LeungBuild a local RAG server on MacBook ProIn my previous post, I tried to build a RAG (Retrieval-Augmented Generation) server by calling cloud API for embedding and LLM model. Now…3 min read·Jan 15, 2024----
Matthew LeungLLM fine-tuning with MacBook ProIt had been a long time that ML training and inference can only be done on Nvidia GPU. The game has just been changed because The ML…2 min read·Jan 12, 2024--1--1
Matthew LeungIntroduction to Neural Network in JAXJAX is a functional computation library developed by Google, it provided some primitive building blocks for vectorised computation and…4 min read·Aug 24, 2022----
Matthew LeungPlaying with JAX — vmapJAX is a python package developed by Google for computation. It is similar to numpy but is intended to perform much faster. There are many…2 min read·Aug 3, 2022--2--2