Shopify Introduces Gisting: Compressing LLM System Prompts into Learned Tokens

Shopify engineering has developed a technique called gisting that compresses long system prompts into a smaller set of learned tokens. This method improves computational throughput and lowers inference costs by reducing the volume of data processed during LLM interactions.