🛠️ Fix: Add required YAML frontmatter to README for Docker SDK

README.md

@@ -1,100 +1,19 @@
-✅ README.md for Local UI Project Folder
-
-# 🧠 MMR-Agentic-CoVE — Gradio UI (Local Dev / Dockerized)
-
-This folder contains the **Gradio UI frontend** for the [`MMR-Agentic-CoVE`](https://github.com/MayankChoudhary76/MMR-Agentic-CoVE) recommender system.
-
-It is designed to connect to an API backend (e.g., `cove-api`) and visualize recommendations from multimodal embeddings, including:
-
-- 🖼️ Image
-- ✍️ Text
-- 🏷️ Metadata
-- ⚡ FAISS similarity search
-- 🚀 CoVE (Compressed Vocabulary Expansion)
-- 💬 Chat-based interaction
-
 ---
-
-## 🏗️ Project Structure
-
-cove-ui/
-│
-├── app.py                 # Gradio UI logic
-├── requirements.txt       # Python dependencies
-├── Dockerfile             # Docker container for Space deployment
-├── README.md              # (This file)
-└── space.yaml             # Hugging Face Space config
-
+title: MMR-Agentic-CoVE UI
+emoji: 🧠
+colorFrom: pink
+colorTo: indigo
+sdk: docker
+pinned: false
 ---
 
-## ⚙️ Development Setup
-
-### 🔹 Option 1: Run Locally
-
-> Make sure you have Python 3.11+ and `virtualenv` installed.
-
-```bash
-# Create environment
-python -m venv .venv
-source .venv/bin/activate
-
-# Install dependencies
-pip install -r requirements.txt
-
-# Run the UI
-python app.py
-
-🔹 Option 2: Docker (Recommended for Hugging Face Space)
-
-This project uses sdk: docker, which is best for using custom dependencies (like FAISS).
-
-To test locally:
-
-docker build -t cove-ui .
-docker run -p 7860:7860 cove-ui
-
-Then open: http://localhost:7860
-
-⸻
-
-🚀 Deployment to Hugging Face Spaces
-	•	This UI is deployed at: https://huggingface.co/spaces/mickey1976/cove-ui
-	•	It uses sdk: docker and connects to a backend API (cove-api) hosted separately:
-	•	https://huggingface.co/spaces/mickey1976/cove-api
-
-⸻
-
-🔗 Related Components
-
-Component	Description
-cove-api	Backend FastAPI server
-mayankc-amazon_beauty_subset	Dataset (embeddings, FAISS, model weights, metadata)
-MMR-Agentic-CoVE	Full codebase on GitHub
-
-
-⸻
-
-🧩 Notes
-	•	API endpoints like /recommend, /chat_recommend, /users, /defaults, /faiss, /healthz are consumed by this UI.
-	•	CoVE options: "off", "logits", "pure" can be selected for reranking and recommendation.
-
-⸻
-
-🧪 Sample API Check
-
-Run this to ensure the backend is working:
-
-curl https://mayank-cove-api.hf.space/healthz
-
-Expected:
-
-{ "ok": true, "version": "..." }
-
+# MMR-Agentic-CoVE — Multimodal Recommender (Gradio UI)
 
-⸻
+This Hugging Face Space hosts the **Gradio UI** frontend for the [CoVE-based recommender system](https://github.com/MayankChoudhary76/MMR-Agentic-CoVE), showcasing:
 
-👤 Author
-	•	Mayank Choudhary
-M.S. Information Science, University of Arizona
-GitHub: @MayankChoudhary76
+- Multimodal fusion of image, text, and meta
+- CoVE (Compressed Vocabulary Expansion) support
+- FAISS + re-ranking
+- API-driven UI with user simulation and chat interface
 
+> ⚠️ **Backend API must be separately deployed**, e.g., via [cove-api](https://huggingface.co/spaces/mickey1976/cove-api)