README.md

---
title: Content Analysis v3
emoji: 🔬
colorFrom: indigo
colorTo: purple
sdk: gradio
sdk_version: 5.34.0
app_file: app.py
pinned: true
license: apache-2.0
python_version: "3.11"
short_description: Multilingual NER + NED Entity Linking (EN/IT/FR/DE/ES)
env:
  - GRADIO_SSR_MODE=false
---

# Entity Extraction & Linking [FREE TOOL]

Elevate your website's performance with our AI-powered entity extraction and disambiguation tool.

Ready to turbocharge your SEO efforts and see your organic search performance soar? Look no further than our next-generation AI-powered entity linker — now with multilingual support across **five languages**!

With our intelligent solution powered by **GLiNER** and **BGE-M3**, you can analyze your content — whether raw text or any URL — and instantly identify all relevant entities within it. Each entity is automatically linked to its corresponding **Wikidata entry**, complete with descriptions and confidence scores.

This powerful combination helps search engines like Google better understand your content and rank it higher in search results. But that's not all! With precise entity disambiguation, our tool distinguishes between entities that share the same name, ensuring accurate knowledge graph connections that amplify your SEO benefits.

**Supported languages:** English 🇬🇧 · Italian 🇮🇹 · French 🇫🇷 · German 🇩🇪 · Spanish 🇪🇸