local-ai

DataInfra-RedactionEverything: Seamlessly Redact All Data Locally

Name: DataInfra-RedactionEverything: Seamlessly Redact All Data Locally
Author: TracyWang95

Use local LLMs and VLMs to automatically redact sensitive information from any dataset—ideal for founders needing privacy‑first AI pipelines. 1.1k+ GitHub stars.

From the repo · “DataInfra Series. Redact EVERYTHING with local llms and vlms.”

intermediate⏱ 30 minutes💵 Free (self-hosted)

1,131 stars168 forksTypeScriptGuide quality 8/10 · reviewed Oct 20Updated 9/2/2026100% free · open source

What it is

Redacts everything in data with local large language models and vector databases.

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."

Best insideClaude DesktopSelf-hostedAny AI Client

When to use it

•When working with sensitive customer data that requires redaction for compliance
•When building a data pipeline that needs to anonymize personally identifiable information (PII)
•When testing data-driven applications that require realistic, redacted data samples

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

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

🛠️ Technical setup

Expect 20–40 minutes in a terminal — or let your AI agent drive it.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/datainfra-redactioneverything && curl -fsSL https://workflowstacks.com/api/skills/datainfra-redactioneverything/claude-skill -o ~/.claude/skills/datainfra-redactioneverything/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How DataInfra-RedactionEverything: Seamlessly Redact All Data Locally works

Codeflow

Free to inspect

DataInfra-RedactionEverything: Seamlessly Redact All Data Locally is a very large Python project (~110k lines across 455 code files, plus 110 test files). It is a full software project: use it through its install path rather than reading it end to end. Last commit 2 months ago, Other license, has a test suite.

Size

Very large codebase

~110k lines · 455 code files · days to read — use, don't read

Setup

Developer setup

A real software project. Use it via its install path; don't expect to read it all.

Runs on

Node.js · Docker

Needs API keys (.env)

Python 55%TypeScript 43%Shell 1%JavaScript 1%CSS 1%

Where to start reading

1
README.md
Start here — what it does and how to install it
2
package.json
Dependencies and the commands it exposes
3
.env.example
The API keys and settings you must provide

What's in each folder

backend/Backend / API283 files

frontend/Frontend / UI259 files

docs/Documentation18 files

deploy/Deployment / infrastructure33 files

tools/Helper scripts11 files

scripts/Helper scripts2 files

e2e/Tests — proof it works36 files

.github/CI / automation (GitHub Actions)6 files

READMEHas testsDocumentedCI checksDocker readyOther licenseUpdated 2 mo ago

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

🛠️ Technical setup

Expect 20–40 minutes in a terminal — or let your AI agent drive it.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/datainfra-redactioneverything && curl -fsSL https://workflowstacks.com/api/skills/datainfra-redactioneverything/claude-skill -o ~/.claude/skills/datainfra-redactioneverything/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

TracyWang95

Language

TypeScript