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 YangSTORM: AI Agents for Long-Form WritingWriting a well-structured and organized piece of content is crucial for effectively conveying information to readers. One of the key…·3 min read·22 hours ago--1--1
Angelina YangPrivate, No-Code Alternatives to ChatGPT on Your DesktopAre you concerned with privacy when using AI chatbots like ChatGPT?·2 min read·3 days ago----
Angelina YangBoost Your RAG Systems with Semantic CachingFor retrieval-augmented generation (RAG) AI applications, semantic caching offers a powerful optimization to handle repetitive user queries…·2 min read·6 days ago----
Angelina Yang4 Patterns of Agentic Reasoning DesignToday, the way most of us interact with Language Models (LMs) is akin to a non-agentic workflow. We prompt them, they generate an answer…·3 min read·Apr 29, 2024----
Angelina YangHow to Generate Structured Output with LLM?Do your products or use cases need structured output?·2 min read·Apr 29, 2024----
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·Apr 22, 2024----
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--3--3