ai Featured I thought pagination was easy... and I thought fixing pagination issues with AI was even easier Let me tell you the sad story about an engineer who caused an incident because she understood what the code was doing (or so she thought!) but she didn't foresee the consequences 😬. An incident! You might say. What a novel and interesting idea to make a post about
ai Don't push that merge button yet Let others pride themselves about how much code they have written, I'd rather boast about the code I've read.
ai Featured Vector Search & RAG: A Practical Mental Model for Semantic and Conversational Search Vector search, semantic search, and RAG are often used interchangeably. This article introduces a simple mental model to distinguish these search types, techniques, and tools to hopefully help you get a clearer idea of when to use each.
ai Vector Search: Implementing Semantic Search with OpenSearch This article walks through a minimal proof of concept for implementing semantic search with OpenSearch. The focus is on showing how embeddings, indexing, and vector search fit together in practice.
ai Vector Search & RAG: Implementing Conversational Search with OpenSearch & Open AI Conversational search builds on retrieval, not just on LLMs. This article shows how a simple RAG layer can be added on top of semantic search using OpenSearch and OpenAI, keeping retrieval and generation separated for clarity.
