LLM Memory Systems Explained

LLMs don’t have memory. They’re stateless: each response requires resending the entire conversation history. Yet they reference earlier messages and maintain context across long interactions. How? LLMs do not remember anything LLMs are stateless. Each inference is independent. Generating a single output token requires processing all preceding tokens as input. To answer coherently the LLM needs…