YoBulk
CSV data cleaning, validation, and column mapping.
YoBulk is an open source CSV importer powered by OpenAI GPT3. It simplifies data onboarding and cleaning, with features like column matching, data cleansing, JSON schema generation and error review. YoBulk can process large files without any glitches or errors, allowing users to clean their data in-house without relying on external services. Developers can create a custom CSV importer with personalized validation rules based on JSON schema. The tool is also available as a Docker image for server installation.
The company behind YoBulk provides an open source community with Slack and GitHub channels, demo videos and a newsletter. Upcoming features include Postgres and MySQL support, 1 click data error fixing, cloud hosting and multi-tenancy, NLP models for self-correction of data, WebHook for custom processing and more.
YoBulk has been designed to scale while managing backpressure gracefully. Its spreadsheet interface makes it easy to spot errors that need to be fixed in order to ensure accurate results from the CSV import process. With its powerful GPT3 integration and advanced features such as Bring Your Own Database (BYOD) & API Backend for headless importing of CSV files, YoBulk helps users to get the most out of their data onboarding operations quickly & efficiently.
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