yochin
Joined 3 years ago
Karma
10
Submissions
8
Member since
Mar 7
Recent submissions
Comment · 3 years ago
Comment · 3 years ago
Yes you can consider the cloud hosted solution as an extension to docker.Thanks for exploring.
Comment · 3 years ago
Yes definitely, we are building a Reinforcement learning from Human Feedback based model to save the context based on user's input.So the model will keep on learning form user's correction.
YoBulk roadmap is available here:https://github.com/orgs/yobulkdev/projects/2/views/1 please have a look
Comment · 3 years ago
No GPT3 is used to derive the context of the data only.Though YoBulk you can create validation schemas."It is important to identify and fill in missing data as accurately as possible".This statement is valid.YoBulk is creating a data lineage between each cell.It self learn the previous action by the user and try fill the missing data based on it's previous learning.
Comment · 3 years ago
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.
Comment · 3 years ago
Right now all open AI interaction go through YoBulk open AI keys.In future, we are planning it to be exposed through an ENV variable to make it configurable.
1.YoBulk is cloud ready now - https://cloud.yobulk.dev/ for product managers and customer success teams to check YoBulk features without installing docker or cloning the code base.
2.The React SDK is ready to use to embed an import button in any react app. - https://github.com/yobulkdev/yoembed-react-sdk and - https://github.com/yobulkdev/yoembed-sample-react-app