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Tokenization in LLMs: What every AI app developer needs to know

calendar_today April 1, 2026 person Jim Allen Wallace domain redis

Every time you send a prompt to an LLM, your text gets chopped into tokens before anything else happens. Tokens are discrete integer IDs that the model uses to look up the vectors it actually processes, and that conversion step directly affects how mu…

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