Update README.md

README.md

@@ -1,48 +1,58 @@
-## Hybrid Book Recommendation System
-
-This project is a Hybrid Book Recommender deployed on Hugging Face Spaces using Streamlit.
-It combines Collaborative Filtering (ALS Matrix Factorization) with Semantic Search using Book Embeddings to generate intelligent recommendations.
-
-## Features
-
-Search books using text queries (title/description similarity).
-
-Get personalized recommendations based on user embeddings.
-
-Hybrid scoring: CF + semantic similarity for better accuracy.
-
-Clean Streamlit UI for quick interaction.
-
-## Project Structure
-.
-│ app.py
-│ requirements.txt
-│ Dockerfile
-├─ als_user_factors.npy
-├─ als_item_factors.npy
-├─ item_embeddings.npy
-├─ meta_books.csv
-├─ user_to_index.pkl
-├─ item_to_index.pkl
-└─ index_to_item.pkl
-
-##  Run Locally
-```bash
-pip install -r requirements.txt
-streamlit run app.py
-```
-
-## Run with Docker
-
-docker build -t book-recommender .
-docker run -p 7860:7860 book-recommender
-
-# Acknowledgments
-
-Implicit library for ALS
-
-SentenceTransformers for embeddings
-
-Streamlit for UI
-
+---
+title: Book Recommender (Hybrid ALS + Semantic)
+emoji: 📚
+colorFrom: blue
+colorTo: pink
+sdk: streamlit
+sdk_version: "1.35.0"
+app_file: app.py
+pinned: false
+---
+## Hybrid Book Recommendation System
+
+This project is a Hybrid Book Recommender deployed on Hugging Face Spaces using Streamlit.
+It combines Collaborative Filtering (ALS Matrix Factorization) with Semantic Search using Book Embeddings to generate intelligent recommendations.
+
+## Features
+
+Search books using text queries (title/description similarity).
+
+Get personalized recommendations based on user embeddings.
+
+Hybrid scoring: CF + semantic similarity for better accuracy.
+
+Clean Streamlit UI for quick interaction.
+
+## Project Structure
+.
+│ app.py
+│ requirements.txt
+│ Dockerfile
+├─ als_user_factors.npy
+├─ als_item_factors.npy
+├─ item_embeddings.npy
+├─ meta_books.csv
+├─ user_to_index.pkl
+├─ item_to_index.pkl
+└─ index_to_item.pkl
+
+##  Run Locally
+```bash
+pip install -r requirements.txt
+streamlit run app.py
+```
+
+## Run with Docker
+
+docker build -t book-recommender .
+docker run -p 7860:7860 book-recommender
+
+# Acknowledgments
+
+Implicit library for ALS
+
+SentenceTransformers for embeddings
+
+Streamlit for UI
+
 Hugging Face Spaces for hosting