What We Built and Why It Matters Imagine having hundreds of hours of interview recordings that contain valuable insights about how people use AI in education. Now imagine trying to find specific quotes or patterns across all those conversations. That’s…
A Beginner-Friendly Guide to Retrieval-Augmented Generation Keywords: Retrieval-Augmented Generation, RAG pipeline, vector database, LLMs, AI content generation, NLP, LangChain, Pinecone, GPT-4 Imagine you’re writing a book report, but instead of reading the whole book yourself, you have a really smart…
Imagine AI as a brilliant chef locked in a kitchen with no ingredients, no recipes, and no tools — just their raw talent. Sure, they can talk about cooking, but they can’t actually make anything. Now imagine giving that chef…