gliner-node-wrapper

GlinER Node.js Wrapper

A secure and production-ready Node.js wrapper for the GlinER Named Entity Recognition (NER) Python library.

This package allows you to call GlinER from Node.js to extract entities using labels of your choice.

📦 Installation

Prerequisites

• Python 3.7+
• Node.js 14+

Step 1: Install via npm

npm install gliner-node-wrapper

Step 2: Python Dependencies (Auto-installed)

This package automatically installs Python dependencies (gliner, torch, transformers) during installation using a postinstall hook.

🚀 Usage

Basic Example

const { extractEntities } = require('gliner-node-wrapper');

const text = "Barack Obama served as president of the United States.";
const labels = ["person", "organization", "location"];

extractEntities(text, labels)
  .then((entities) => console.log("Entities:", entities))
  .catch((err) => console.error("Error:", err.message));

Output

[
  { "text": "Barack Obama", "label": "person" },
  { "text": "United States", "label": "location" }
]

🛠 How It Works

• A Node.js script (index.js) spawns a secure Python subprocess.
• Input text and labels are passed via stdin to a Python script.
• The Python script runs GlinER and returns extracted entities as JSON.

📁 Project Structure

gliner-node-wrapper/
├── index.js               # Main Node wrapper
├── gliner_wrapper.py      # Python subprocess handler
├── install-python.js      # Auto-installs Python deps
├── requirements.txt       # Python dependencies
├── example.js             # Demo usage
├── package.json
└── README.md

🔐 Security Features

• Input validation on both JS and Python sides
• Timeout to kill unresponsive subprocesses
• No shell evaluation (uses spawn safely)
• Full error reporting

🧪 Development

Clone the repo:

git clone https://github.com/yourname/gliner-node-wrapper.git
cd gliner-node-wrapper
npm install

Run the test:

npm test

📜 License

MIT © 2025 Your Name