Fall-from-grace: A prompt engineering functional programming language (github.com)

Grace, a new domain-specific programming language designed for prompting AI models, has been announced. This functional programming language allows developers to easily create and auto-generate complex prompt chains directly in their browsers via the interactive platform trygrace.dev. Users can engage with built-in functions without installing any dependencies, making it accessible for anyone looking to leverage AI models efficiently. The language features a unique prompt function that supports intuitive schema inference and type checking, allowing developers to focus on output structuring without worrying about prompt specifics. The significance of Grace lies in its potential to simplify and enhance the way developers interact with AI models. By employing backward reasoning in its type checker, Grace can deduce the necessary JSON schemas based solely on how outputs are utilized, streamlining the coding process. Additionally, the language enables code generation through prompts, allowing users to request AI-generated functions that align with specified types. This capability not only fosters greater creative interactions with AI but also emphasizes Grace’s role as an innovative tool within the AI/ML community, enhancing productivity and reducing barriers for developers interested in harnessing AI capabilities.