Wen YanginTowards Data ScienceProductionize LLM RAG App in Django — Part I: CeleryAutomate Pinecone Daily Upsert Task with Celery and Slack monitoring·8 min read·Apr 15, 2024----
Wen YanginTowards Data ScienceEssential Checklist for Setting up Your New Apple M3 MacBook ProA handy reference on migrating bookmarks, terminal enhancements, and AWS Cli settings·8 min read·Feb 10, 2024----
Wen YangSketching Life: A Glance Back at 2023Exploring Growth, Habits, and Cherished Moments Through Sketchnotes4 min read·Jan 12, 2024----
Wen YanginTowards Data ScienceBattle of the LLM Giants: Google PaLM 2 vs OpenAI GPT-3.5A Practical Comparison Using Outside’s Real-World data, Pinecone and Langchain·11 min read·Jun 26, 2023----
Wen YanginTowards Data ScienceBuilding LLMs-Powered Apps with OPL StackOPL: OpenAI, Pinecone, and Langchain for knowledge-based AI assistant12 min read·Apr 3, 2023--6--6
Wen YanginBetter ProgrammingA Day in the Life of Improving the Legacy CodebaseHow to write Django custom migrations with help from ChatGPT and human friends6 min read·Feb 13, 2023--1--1
Wen YanginTowards Data ScienceBuild Trail Recommender for TrailForksI won the Outside 2022 Innovation Days Award11 min read·Jan 4, 2023----
Wen YanginTowards Data ScienceHow to Read Kafka Clickstream Event Data in PandasBuild Kafka consumer to read event data with a specific date range in Jupyter notebook5 min read·Oct 6, 2022----
Wen YanginTowards Data ScienceHow to transfer files among prod, local and S3Code snippet for backup Postgres, copying docker files and switching between different AWS profiles5 min read·Sep 20, 2022----
Wen YangHow to recommend articles based on NFT attributesLearnings from my first NFT Hackathon project: including general set-up for any Solana-based NFT projects and use-cases in the recommender…8 min read·May 17, 2022--1--1