Update README.md

README.md

@@ -6,20 +6,54 @@ colorTo: yellow
 sdk: static
 pinned: false
 ---
+# 🏛️ What is GlossAPI?
 
-# **GlossAPI**
+**GlossAPI** is an open-source infrastructure developed by **Open Technologies Alliance (GFOSS)** to transform raw Greek text from public consultation, science, education, literature, and culture into clean, well-documented, AI-ready data. 
 
-GlossAPI is a project by [GFOSS – Open Technologies Alliance](https://gfoss.eu), focused on building foundational infrastructure for Greek Natural Language Processing. Our work centers on the **creation of high-quality, open-access datasets** and the development of a robust, modular **processing pipeline** tailored for academic and domain-specific documents.
+As the Greek language remains underrepresented in large-scale AI datasets, GlossAPI provides the tools and workflows needed to create high-quality linguistic resources that are **openly accessible** and **fully reproducible**.
 
-We aim to lay the groundwork for **open, collaborative, and reproducible NLP research** in the Greek language, supporting researchers, students, and developers in the digital humanities, computational linguistics, and AI communities.
+---
+
+## 🚀 Infrastructure & Pipeline
+
+The project builds a foundational infrastructure for Greek Natural Language Processing (NLP) by combining a robust, modular processing pipeline with a strong commitment to open standards. 
+
+The pipeline supports multiple file formats while preserving structure and metadata, covering every stage of document processing:
+
+* **📥 Automated Downloading:** Systematic retrieval of texts.
+* **📄 Text Extraction:** Parsing raw files into readable text.
+* **✂️ Section Segmentation:** Structuring content logically.
+* **🏷️ Classification & Annotation:** Enriching data for machine learning.
+
+## 🌍 Impact & Usage
+
+High-quality datasets produced by GlossAPI are currently available here on Hugging Face, enabling:
+* Research and Education
+* Digital Humanities
+* NLP Applications
+* Development of Greek Language Models (LLMs)
 
-Our pipeline covers every stage of document processing—from **automated downloading and text extraction**, to **section segmentation, classification**, and **annotation**. It supports documents in multiple formats and includes dedicated tools for Greek-language content, preserving structure and metadata throughout.
+GlossAPI is also utilized in European projects to improve the understanding and processing of the Greek language in real-world contexts.
 
-GlossAPI contributes to the long-term vision of a sustainable, open ecosystem for Greek NLP by:
-- Publishing open-source tools and datasets under permissive licenses
-- Promoting interoperability and data transparency
-- Encouraging community contributions and reuse
+---
+
+## 🤝 Community & Ecosystem
+
+Beyond a tool, **GlossAPI is a community**. Researchers, developers, linguists, and students collaborate in an open, participatory, and ethically aligned ecosystem for Greek language technology. 
+
+Whether you are training models, building smarter search systems, or exploring Greek digital heritage, GlossAPI provides the foundations to build scalable, transparent, and socially responsible AI applications.
+
+> **Open Source Commitment:** All datasets are released under **Creative Commons** licenses, and the source code is openly available on GitHub.
+
+---
 
-📂 All datasets are released under **Creative Commons licenses**, and our source code is publicly available on [GitHub](https://github.com/eellak/glossapi).
+## 🔗 Links and Contact
 
-📬 Contact: glossapi.team@eellak.gr
+| Platform | Link |
+| :--- | :--- |
+| 🌐 **Website** | [glossapi.gr](https://glossapi.gr) |
+| 💠 **Blog** | [blog.glossapi.gr](https://blog.glossapi.gr/) |
+| 🤗 **Dataset Repository** | [huggingface.co/glossAPI](https://huggingface.co/glossAPI) |
+| 💻 **Code & Documentation** | [github.com/eellak/glossAPI](https://github.com/eellak/glossAPI) |
+| 🖼️ **Join our team** | [Become part of GlossAPI](https://blog.glossapi.gr/en/become-part-of-glossapi/) |
+| 📧 **Contact** | [glossapi.team@eellak.gr](mailto:glossapi.team@eellak.gr) |