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…Aug 1, 2023Aug 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…Sep 19, 2023Sep 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…Mar 13, 20221Mar 13, 20221
PinnedMatthew LeunginCoinmonksData Analysis on Solana Blockchain dataContinue the data analysis on the transaction data I collected using the Rust program in my previous article.Apr 10, 2022Apr 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.Nov 29, 20203Nov 29, 20203
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…Mar 16Mar 16
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…Jan 15Jan 15
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…Jan 122Jan 122
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…Aug 24, 2022Aug 24, 2022
