
YoBulk
YoBulk: an open-source, scalable, AI-powered CSV importer simplifying data cleaning and onboarding.
csv importcsv importeryobulk
Introduction
YoBulk is an open-source CSV importer that provides a scalable and AI-powered solution for importing, validating, and transforming CSV files. It aims to simplify the process of data cleaning and onboarding by offering a user-friendly interface and advanced features.
Key Features
Scalable CSV validation with support for processing gigabyte-sized files
AI-powered column matching, data cleaning, and JSON schema generation using OpenAI
Smart spreadsheet view for easy error validation and data cleaning
Supports custom validation rules based on JSON schema
Self-hosted installation with Docker support
No Code template generation
Delightful error review experience
Backend API for headless CSV importing
Upcoming features: Postgres and MySQL support, 1-click data error fixing, cloud and multi-tenant hosting, NLP models for self-data correction, WebHook for custom data processing
Frequently Asked Questions
What is YoBulk?
How to use YoBulk?
Can YoBulk handle large CSV files?
What AI features does YoBulk offer?
How does YoBulk help with data cleaning?
Can I use my own database and validation rules with YoBulk?
Does YoBulk support self-hosted installation?
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Use Cases
- Data onboarding for organizations in various domains
- Data cleaning and validation for finance domain with a focus on data security and privacy
- Building import functionality in SaaS applications
- Solving the challenge of handling large CSV files with millions of records
- Automating CSV data integration and preprocessing tasks
- Converting CSV files to various formats like JSON, XML, SQL, and NoSQL databases
How to Use
To use YoBulk, you can integrate the Embeddable CSV importer in your SaaS application. This can be done by including the YoBulk SDK in your code and adding the YoButton component with appropriate configurations. YoBulk also supports self-hosted installation using a Docker image. You can clone the YoBulk repository, start it with Docker Compose, and access the importer on http://localhost:5050. With YoBulk, you can import large CSVs, define validation rules based on JSON schema, and perform data cleaning on your own premises.