A simple tool to anonymize LLM prompts.

AI-powered platform for OSINT intelligence analysis. Features archive discovery with hypothesis-driven investigation, GLiNER entity extraction, Mapbox geospatial visualization, network analysis, and document processing. Built with FastAPI, Next.js, Weaviate, and DSPy.

Lightweight Python SDK for PII detection, redaction, and LLM guardrails, with fast regex defaults and optional NLP/OCR/Spark extras.

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

privacy-first context graph engine for AI agents and human teams.

Collective AI memory for multi-agent teams. 10-stage GAMR search engine, knowledge graph (Apache AGE), document ingestion, 32+ MCP tools.

Local-first PII anonymization and de-anonymization in Go. Multilingual via GLiNER NER + 52 pattern recognizers. Self-host runs as a single binary that never leaves your network.

Deterministic-first PII/PHI de-identification you can prove: benchmarked recall, jurisdiction policy packs, reversible tokenization, audit trail. CLI + library + GitHub Action; optional GLiNER / Gemma contextual tier.

Python bindings to Inference engine for GLiNER models written in Rust

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

Comparison case study between Gliner V2 vs OpenAI Privacy filter model for PII Redaction

Easily configurable API & frontend providing simple access to dynamic NER models.

Self-hosted, GDPR-native AI agent for sovereign organisations. Multi-LLM, multi-channel (web, voice, mobile, Telegram, Slack), HITL on every irreversible action, native PII anonymisation pipeline. Free for personal use, commercial licence for business deployment.

BrainUp is an AI-driven self-improvement app created for Hack the Hill 2024. It analyzes saved Instagram reels and posts to recommend productive activities and classes based on user interests. Built with ReactJS for the frontend and a Flask API for the backend, BrainUp leverages AI models like HDBSCAN, MPnet-base v2, and Mistral for data analysis,

Real-time PII detection and redaction for AI chat interfaces.

Leverage ModernGLiNER's capabilities using LitServe.

Loom turns your vault into a structural mirror of your mind. Local, free, and the only PKM tool that proactively tells you what you forgot you knew.

Fail-closed local/cloud router for LLMs: sensitive data stays on-device. French PII detection (GLiNER + Presidio + regex), reversible pseudonymization with a burned in-memory vault, GDPR art. 32 audit log. LiteLLM + Ollama. EN/FR docs.

NER on PDF file using Rust

🔎 NER (Named Entity Recognition) Application with Gliner 🛠️