Anatomy of a Prompt — System, User, and Assistant Explained
Understand how system, user and assistant messages shape LLM behavior.
Feb 15, 20268 min read4
Command Palette
Search for a command to run...
#llm
Articles tagged with #llm
Choosing Embedding Models and Dimensions: Why 1536 Isn't Always Better Than 384
Learn how to choose embedding models and dimensions for production RAG systems. Compare OpenAI, Voyage AI, and Google's free options for embedding
Feb 10, 202611 min read2
How Tokenization Works: BPE and the Algorithm Behind Your LLM
Learn how Byte Pair Encoding (BPE) actually works — the algorithm that powers GPT, Claude, and LLaMA tokenizers. Step-by-step with examples.
Feb 3, 20269 min read5
What Are Tokens and Why Your LLM Bill Depends on Them
Learn what tokens really are, why they're not words, and how understanding tokenization saves you money on LLM API costs.
Feb 1, 20269 min read28