https://www.ahmadosman.com/tags/embeddings/ Recent content in Embeddings on Osman's Odyssey: Byte & Build https://www.ahmadosman.com/logo/byte-and-build.png https://www.ahmadosman.com/logo/byte-and-build.png Hugo -- 0.145.0 en-us Thu, 26 Jun 2025 14:35:54 -0500 https://www.ahmadosman.com/blog/first-came-the-tokenizer/ Thu, 26 Jun 2025 14:35:54 -0500 https://www.ahmadosman.com/blog/first-came-the-tokenizer/ A deep dive into tokenizers, the invisible first piece of your LLM stack. Learn how they control costs, context windows, and performance, and see how algorithms like BPE and SentencePiece can make or break your AI. https://www.ahmadosman.com/blog/no-rag-is-not-dead-space/ Fri, 11 Apr 2025 15:31:31 -0500 https://www.ahmadosman.com/blog/no-rag-is-not-dead-space/ Forget the hype—here’s what actually happened when we asked “Is RAG dead?” This deep-dive explores why Retrieval-Augmented Generation (RAG) is still essential in real AI systems, what people get wrong, and how practitioners are shipping the next wave of AI with smarter retrieval, dynamic context, and hard-earned lessons from the field.