doc: update readme

README.md

@@ -13,4 +13,48 @@ license: mit
 short_description: Deeply read any text in any language, from news to philosoph
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# LogosAI 🚀
+
+An intelligent system that reads, reasons about and transforms language.
+
+**Deeply read any text in any language — OCR, correct, interpret & translate in one interactive demo!**
+
+---
+
+## Why LogosAI?
+
+• **All-in-one pipeline**: Upload images/PDFs/plain text → OCR → AI-powered proofreading → genre-aware interpretation → translation.  
+• **Novel hackathon demo**: Leverages Mistral for OCR & correction, Gemini for interpretation/translation, served live as an MCP server.  
+• **Genre intelligence**: Tailored system prompts for news, narratives, poetry, philosophy and general texts.  
+
+---
+
+## ⚙️ Features
+
+1. **OCR & Correction**  
+   – Extract text from images/PDFs/text files  
+   – Proofread markdown output with AI for typos & formatting  
+2. **Interpretation**  
+   – Deep analysis of syntax, rhetoric & cultural context  
+   – Supports “General” & “News” modes (more coming soon!)  
+3. **Translation**  
+   – Faithful transforms into Deutsch, English, Français, Русский or 中文  
+4. **Live Gradio + MCP**  
+   – runs with `mcp_server=True`  
+
+---
+
+## 🚀 Quick Start
+
+1. Clone this repo  
+2. `pip install -r requirements.txt` (with `python 3.13`!)
+3. Set your keys:  
+```bash
+   export MISTRAL_API_KEY="…"
+   export GEMINI_API_KEY="…"
+```
+4. Launch the app:
+```bash
+   python app.py
+```
+5. Open the Gradio link and start uploading, interpreting, translating!