presidio

A research python package for detecting, categorizing, and assessing the severity of personal identifiable information (PII)

Transform your software development lifecycle with Specifai - an intelligent platform that turns project ideas into structured requirements and actionable tasks in minutes.

VS Code extension that streamlines development workflows through AI-powered task execution, intelligent file management, and automated code generation. Built on Cline, it integrates with various LLMs to enhance productivity and code quality while simplifying complex development tasks.

A Python script that anonymizes an Excel file and synthesizes new data in its place.

This code is an implementation of a chatbot using LLM chat model API and Langchain.

HAI Build is Presidio’s human-centric approach to harnessing Generative AI to produce faster, more collaborative, better-quality outcomes across the software development lifecycle. This groundbreaking innovation unlocks the ideal working relationship between human and machine.

A TypeScript library providing a set of guards for LLM (Large Language Model) applications

MCP server to provide Specifai project requirements, task, etc. to any AI tools supporting MCP such as Hai Build, Cursor.

AI-powered computer control for automated testing in your CI/CD pipelines. Factifai agent uses vision models (Claude, GPT-4o) to interact with applications naturally - clicking, typing, and verifying results just like a human would.

Canonym - Anonymization Package

Anonymization tool for Finnish text.

Real-time behavioral intelligence for call centers. Transcribes support calls, redacts PII, extracts emotional tone, classifies issues, and delivers insight-rich dashboards — powered by GPT-3.5 (cheap tokens), Whisper, DuckDB, and a polished React+TypeScript frontend. No Azure. No Power BI. No vendor lock-in. Just full-stack AI that runs local.

Data Protection and De-identification SDK

CLI tool that analyze Text for PII Entities with Microsoft Presidio framework.

VS Code extension that streamlines development workflows through AI-powered task execution, intelligent file management, and automated code generation. Built on Aider, it integrates with Open AI to enhance productivity and code quality while simplifying complex development tasks.

Simple project on html anonymization

Small GUI to anonimize stuff by copy past - Secure and Privat

Redactify is an efficient data redaction tool that secures sensitive text using advanced NLP and rule-based methods. It combines transformer-based NER, regex, and Presidio analysis to detect and mask personal information through full redaction or partial masking—ensuring compliance while preserving data utility.

Separate the unique numbers from duplicates and append the zeros equal to the dupes.

Some simple Lex training labs with example Lambda functions