CSV data cleaning, validation, and column mapping.
YoBulk is a powerful open-source CSV importer that utilizes OpenAI GPT3 for advanced column matching, data cleaning, and JSON schema generation features. The tool is designed to handle large volumes of data without any glitches or errors, making it easy to process files in the gigabyte range. YoBulk offers a user-friendly spreadsheet interface that highlights errors in a clear and concise manner, simplifying the task of cleaning data. Developers can create custom CSV importers with personalized validation rules based on JSON schema.
With YoBulk's GPT3 integration, users can enjoy intelligent column mapping and framework to write their own validation rules. The tool also offers a no-code template generation feature and a delightful error review experience. YoBulk allows users to bring their own database and provides a backend API for headless CSV importing. Additionally, the tool offers a Docker image to install on a server, ensuring data privacy and allowing users to perform all data cleaning and onboarding in-house.
YoBulk's upcoming features include Postgres and MySQL support, one-click data error fixing, cloud and multi-tenant hosting, NLP models for self-data correction, WebHook for custom data processing, and more. The company has an active open-source community with Slack and GitHub channels, demo videos, and a newsletter. Try YoBulk today for hassle-free CSV importing and data cleaning.
