As we all now know, effective prompt engineering is critical. Well designed System Prompts can take time to develop and are usually a trial and error process. Many System prompts can be reused. The problem is: How can System Prompts be saved for reuse?
We are looking into this. We have a database application that has been updated with many AI features using OpenAI’s API. It is relatively straight forward to create a “System Prompt” table where users can manage (create, update, delete) and therefore retrieve System Prompts for use.
Has anyone attempted something like this? Are there other ways to achieve this?
In my current project, I save in a database the sha-256 checksums of the prompt as the keys and the API’s output as the results. I don’t think there’s a better way to do it, but if you find any let us know.
Also open-source and integrates with SQLite, PostgreSQL, and MySQL database solutions for robust and scalable prompt management.
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