What are we using OpenAI API for? Is it only for present & validation rules creation? Or even to cleanse data? If it's being used for latter, what about data-privacy concerns?
OpenAI key is used to use the LLM models of openAI and get the context of each column of a CSV file.Using that context, right now we can able do smart column matching i.e EX:Matching Date of birth with Age.Even we can identify if the age is more than 150 years without any validation rule.As the AI knows that human can not be more than 150.The cloud hosted solution will be used by SaaS or enterprises to onboard customer data.YoBulk will be using SaaS DB for any data processing only.For AI use-cases, we have plans to build our LLM models which can be deployed with minimal infra cost at SaaS application's premise.