Gliner Python Packages

squeakycleantext

Text preprocessing and PII anonymisation for NLP/ML. ONNX NER ensemble, language detection, stopword removal. Built for statistical ML and language models.

carnaval

Reversible PII anonymization for LLM pipelines: mask names, emails and bank details before text reaches a cloud LLM, then restore them in the response. Local-first, encrypted vault, 6 languages. Python, Apache-2.0.

ai-privacy-anonymizer

Local-first privacy anonymizer for Italian PII (GDPR-aware).

vllm-factory

Production inference for encoder models - ColBERT, GLiNER, ColPali, embeddings etc. - as vLLM plugins for online and in-process deployment

gliner2-mlx

GLiNER2 information extraction on Apple Silicon via MLX

sovereign-vault

Reversible PII tokenization for LLM pipelines — send documents to cloud AI without exposing real data. Part of LexiPro Sovereign OS.