# Limina

Example scripts in Python and JavaScript that call Limina's REST API to find personally identifiable information in text and replace it with redaction markers, hashes, tokens or synthetic values.

These examples show common calls to the Limina API, which finds personally identifiable information across more than 50 entity types, such as credit card numbers and social security numbers, in text across 50 languages, and returns it redacted, hashed, tokenized or replaced with synthetic values.

Limina's service is primarily delivered as a self-hosted container, with an alternative Community cloud endpoint reachable through a customer portal and a free community API key available for getting started. A dedicated set of examples in the repository focuses specifically on working securely with large language models alongside the API.

Website: https://github.com/privateai/deid-examples