Get local AI redaction with DataInfra-RedactionEverything, for founders needing secure data control, built in TypeScript with 595 GitHub stars.
intermediateโฑ 30 minutes๐ต Free (self-hosted)
1,147 stars168 forksTypeScriptQuality 9/10Updated 7/22/2026100% free ยท open source
What it is
Redacts everything in data with local large language models and vector databases.
What you can make with it
Automations that scrub sensitive information from any product data.
How it helps
Saves the time and manual labor of searching and replacing sensitive information in large datasets.
Real use case example
"A data analyst uses this automation to remove credit card numbers from a dataset and exports the scrubbed data to Google Sheets for reporting."
If you're new
Pick this up when you need a basic data redaction tool for your first AI project.
If you're senior
Reach for this when you need fine-grained redaction control and integration with your existing vector database setup.
Common confusion cleared up
This skill does not require an API key to run locally.
Best inside these AI tools
Claude DesktopSelf-hostedAny AI Client
Pairs with
Stripe webhookNotion databaseAmazon product data
Why we list it on WorkflowStacks: Comes with DataInfra Series and is free and open-source.
What it does
DataInfra-RedactionEverything is a local AI tool that redacts sensitive data using local large language models (LLMs) and vision models (VLMs), providing founders with secure data control.
โขWhen working with sensitive customer data that requires redaction for compliance
โขWhen building a data pipeline that needs to anonymize personally identifiable information (PII)
โขWhen testing data-driven applications that require realistic, redacted data samples
Quick start
1Navigate to the cloned repository: cd DataInfra-RedactionEverything
2Review the README for specific redaction model configurations and usage examples
3Run the TypeScript compiler to build the project: tsc
4Import the necessary models and libraries in your TypeScript file, e.g., import { Redactor } from './redactor'
5Create a new instance of the Redactor class and call the redact method with your sensitive data
Ready-to-paste prompt
const redactor = new Redactor(); const redactedText = redactor.redact('My name is John Doe, and my email is johndoe@example.com');
Heads up: Ensure you have Node.js and TypeScript installed on your system, as DataInfra-RedactionEverything is built with TypeScript and relies on Node.js for execution
Saves to your device
What's inside โ free to inspect
No purchase needed
Read the entire source before you build โ unlike paid marketplaces that hide it behind a buy button.