Jed LeeApplication of RAG using Llama 3, ChromaDB, QDrant, & Re-RankingHere’s a step-by-step on how you can build your own RAG!7 min read·May 16, 2024----
Jed LeeRetrieval Augmented Generation (RAG)The next (or current) thing for LLMs.7 min read·Jan 22, 2024----
Jed LeeHigh Level Overview to Parameter-Efficient Fine-Tuning (PEFT)How to Fine-Tune your LLM without extensive computational costs5 min read·Aug 31, 2023----
Jed LeeQuick Guide to PySparkI am sharing what I have learnt about PySpark in the past 1 month6 min read·Aug 25, 2023----
Jed LeeSimplifying Transformers (in ML)My own version (attempt) of telling this story9 min read·Aug 18, 2023----
Jed LeeQuick & Basic Exploratory Data AnalysisHow to EDA Manually VS SweetViz VS DataPrep3 min read·Apr 4, 2023----
Jed LeeBreaking Down OLTP vs OLAPWhat’s the Difference? Why is it important to know?5 min read·Mar 28, 2023----
Jed LeeWhen do we NOT use Euclidean Distance?Understanding Euclidean through its antipode.6 min read·Nov 17, 2022----