Microsoft’s immediate engine is a library for serving to builders create prompts for Massive Language Fashions (LLMs).
Immediate engineering, a method for enabling particular conduct out of LLMs like GPT-3 and Codex, entails crafting inputs that coax the mannequin to supply sure sorts of outputs. Additionally, few-shot prompting is a self-discipline that gives examples of inputs and outputs, so the mannequin has a reference for the kind of output desired.
Immediate engineering can embody formatting a query and passing it to the mannequin, however also can require substantial code to control and replace strings.
Microsoft created this library to codify patterns and practices round immediate engineering, in response to the undertaking’s GitHub web page.
The library at present helps three distinct engines, considered one of which is Immediate Engine. The Code Engine creates prompts for Pure Language to Code situations and Chat Engine creates prompts with descriptions and examples.
The undertaking gives a strategy to symbolize prompts as YAML and to load it right into a prompt-engine class.
