PinnedAngelina YangHow to Find a “Good Boss” and the Battle of TrafalgarWhen I first graduated and was looking for a job, I never thought about what I want from a manager. I probably selected the highest paid…·5 min read·Mar 6, 2023----
Angelina Yang🦖RAPTOR🦖 Implementation Code Walk-throughLast week we talked about RAPTOR — an advanced RAG technique that features recursive hierarchical clustering. If you would like to revisit:·2 min read·2 days ago----
Angelina Yang🦖RAPTOR🦖 for Advanced RAG“Retrieval-augmented language models can better adapt to changes in world state and incorporate long-tail knowledge.”·3 min read·Apr 17, 2024--1--1
Angelina YangHow to Summarize Your Document Page-by-page?Today’s post is inspired by a twitter post — an ask for a solution for generating summaries for a document page-wise.·1 min read·Apr 15, 2024----
Angelina YangNo More Text2SQL, It’s Now RAG2SQL!Text2SQL was awfully popular last year. I talked with a vendor looking to buy, and also developed an in-house solution.·3 min read·Apr 12, 2024--1--1
Angelina Yang4 Core Motivations of Life — Which One Are You?Why did I write this post?·3 min read·Apr 3, 2024--1--1
Angelina YangAdvanced RAG Technique — SubDoc SummaryConsidering everything we’ve discussed and we’ve observed so far of the RAG frameworks, I think the best term to describe the techniques…·2 min read·Apr 1, 2024----
Angelina YangStill Using Jupyter Notebook? Check This New Alternative Out!🤩Speaking of alternatives for Jupyter Notebooks, you might already be familiar with tools like Google Colab, or Kaggle Notebook. Both are…·3 min read·Mar 26, 2024----
Angelina YangTop 3 Libraries for Creating Your AI Agents (2024 Edition)Previously we have introduced Microsoft’s AutoGen, but it’s not the only library for building good AI agents. Today we’ll introduce the TOP…·2 min read·Mar 23, 2024--2--2
Angelina YangVector DB War — Which One Should You Pick?🎯By transforming raw data into vector embeddings, you unlock a wealth of potential.·4 min read·Mar 7, 2024----