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.

vllm-factory

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

implicit-word-network

Extract and explore (contextual) implicit entity networks from text corpora

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

Uno strumento Python che consente di caricare file di vario formato contenenti dati personali, rilevare e mascherare automaticamente le PII (Personally Identifiable Information), e produrre in output un file anonimizzato con la stessa estensione dell'originale, pronto per essere caricato su chatbot AI senza rischi di data leakage.

gliner2-mlx

MLX support for gliner2

guardex-ai

Python SDK for LLM guardrails with safety classification, PII detection, prompt injection defense, and grounding checks. Protect AI applications locally with zero external APIs, streaming support, and plug-and-play integration for any LLM.

sovereign-vault

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

privaparse

Local privacy layer for LLM traffic: detects PII, swaps it for deterministic placeholders, restores it in the answer. Nothing leaves the machine.