Tam Nguyen9 Methods to Enhance the Performance of a LLM RAG ApplicationIt is easy to prototype your first LLM RAG (Retrieval Augmented Generation) application, e.g. using this chat-langchain template with below…Nov 20, 20231Nov 20, 20231
Tam NguyenBook Review: Simplifying Data Engineering and Analytics with DeltaThis book is easy to read for all data practitioners, it shares real world use cases with demonstrations by Delta example code blocks…Jul 24, 2022Jul 24, 2022
Tam NguyenRoad to Lakehouse — Part 2: Ingest and process data from Kafka with CDC and Delta Lake’s CDFThis is a second part of the Data Lakehouse and data pipelines implementation in the Delta Lake. Source code GitHub repositories are at…Jan 23, 2022Jan 23, 2022
Tam NguyenML workflow with Airflow, MLflow and SageMakerThis basic ML workflow could be a good starting point, then we can expand it by adding other stuffs such as data versioning, CI/CD…Aug 26, 20213Aug 26, 20213