docs: udpated README

README.md

@@ -1,73 +1,14 @@
-# Ragmint MCP HF Space
-
-This project is a **Ragmint MCP + Gradio Dashboard** designed for Hugging Face Spaces.  
-It allows users to:
-
-- Optimize RAG pipelines
-- Run autotune for RAG parameters
-- Generate QA datasets
-- Monitor corpus stats and leaderboard
-
-The MCP backend handles all computations, and the Gradio frontend communicates with it via async HTTP requests.
-
----
-
-## Features
-
-1. **Health Check** – Confirm the MCP backend is running.
-2. **Optimize RAG** – Run RAG optimization using user-defined parameters.
-3. **Autotune RAG** – Automatically tune chunk sizes, overlaps, and embedding models.
-4. **Generate QA** – Generate validation QA sets dynamically using an LLM.
-
----
-
-## Usage
-
-### MCP Server (backend)
-
-Install dependencies and start the MCP server:
-
-```bash
-pip install -r requirements.txt
-python ragmint_mcp.py
-```
-
-The server runs on `http://127.0.0.1:8000`.
-
-
-### Gradio Dashboard (frontend)
-
-Install dependencies (if not already):
-```
-pip install -r requirements.txt
-```
-
-
-### Launch the Gradio frontend:
-
-```
-python app.py
-```
-
-
-The dashboard runs on `http://127.0.0.1:7860`.
-
 ---
-## File Structure
-```
-.
-├── app.py                  # Gradio frontend
-├── ragmint_mcp.py          # MCP server
-├── models.py               # Pydantic models
-├── README.md
-├── requirements.txt
-└── data/docs               # Example documents and QA sets
-```
+title: Ragmint MCP Server
+emoji: 🤖
+colorFrom: blue
+colorTo: purple
+sdk: gradio
+sdk_version: "3.41.0"
+app_file: app.py
+pinned: false
 ---
-## License
 
-Apache 2.0
+# Ragmint MCP Server
 
-<p align="center">
-  <sub>Built with ❤️ by <a href="https://andyolivers.com">André Oliveira</a> | Apache 2.0 License</sub>
-</p>
+Gradio-based MCP server for Ragmint.