PromptRecord for LLMs

[thorrester]

Description

Description

Given that type validation and versioning of data and model artifacts are 2 core features of opsml, it seems logical to extend FileRecord to support PromptRecord and allow DataCards to accept PromptRecord as a input. This will allow users who are developing prompts for LLMs to do type validation and versioning of their prompts.

Moreover, we should consider making a host of prompt types in addition to a subclassable base.

Example Prompt Types:

• TextClassification
• NamedEntityRecognition
• Translation
• TextSummarization
• QuestionAnswering
• Reasoning

Potential class capabilities:

• inject named arguments into text
• support for validations (prevention of adversarial attacks?)
• support formatted text to json