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YoBulk

YoBulk

YoBulk: an open-source, scalable, AI-powered CSV importer simplifying data cleaning and onboarding.

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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?

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.

How to use YoBulk?

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.

Can YoBulk handle large CSV files?

Yes, YoBulk is designed to handle large-scale CSV validation and can process files in the gigabyte range without any glitches or errors. It utilizes stream buffers and handles backpressure and pacing gracefully.

What AI features does YoBulk offer?

YoBulk harnesses the power of OpenAI to provide advanced column matching, data cleaning, and JSON schema generation features. It can generate validation schemas in seconds using YoBulk AI.

How does YoBulk help with data cleaning?

YoBulk offers a simple and user-friendly smart spreadsheet view for CSV error validation. It highlights errors in a clear and concise manner, making it easy to identify and clean data.

Can I use my own database and validation rules with YoBulk?

Yes, YoBulk allows developers to create a custom CSV importer with personalized validation rules based on JSON schema. You can bring your own database and design an importer that fits your specific needs and preferences.

Does YoBulk support self-hosted installation?

Yes, YoBulk provides a Docker image for self-hosted installation. You can clone the YoBulk repository, start it with Docker Compose, and access the importer on your local server.

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