diff --git a/docs/README.md b/docs/README.md
index 8fe46ba..4785d2f 100644
--- a/docs/README.md
+++ b/docs/README.md
@@ -9,7 +9,7 @@ DS Task AI News is a fully functional AI-powered news retrieval system that aggr
 **System Metrics:**
 - **238+ articles** successfully processed and stored
 - **3 RSS sources** actively monitored (BBC, TechCrunch, WIRED)
-- **8 API endpoints** fully functional
+- **10 API endpoints** fully functional
 - **384-dimensional** vector embeddings operational
 - **FAISS vector database** with similarity search
 - **Production-ready** with comprehensive error handling
@@ -19,7 +19,7 @@ DS Task AI News is a fully functional AI-powered news retrieval system that aggr
 * **✅ Multi-Source News Aggregation**: Fetches from BBC Technology, TechCrunch, and WIRED RSS feeds
 * **✅ Vector Database Storage**: FAISS-powered vector storage with 384D embeddings
 * **✅ AI-Powered Recommendations**: Query-based and article-to-article similarity matching
-* **✅ RESTful API**: Complete FastAPI backend with 8 endpoints
+* **✅ RESTful API**: Complete FastAPI backend with 10 endpoints
 * **✅ Groq LLM Integration**: Ready for AI-enhanced article analysis
 * **✅ Fallback Embeddings**: Hash-based embeddings ensure system reliability
 * **✅ Real-time Processing**: Live news fetching and vector indexing
@@ -156,13 +156,16 @@ Our implementation includes:
 
 ## 🔌 API Endpoints
 
-### Core Endpoints
+### All 10 API Endpoints
 * `GET /` - API health check
 * `GET /health` - Detailed system status
 * `POST /fetch-news` - Fetch latest news from all RSS sources
-* `GET /trending?top_k=N` - Get N most recent articles
-* `GET /articles?limit=N` - Get N articles from database
+* `GET /recommend-news` - Get recommendations by article ID
 * `POST /recommend-by-query` - Get recommendations based on text query
+* `POST /recommend-by-interests` - Get recommendations by user interests
+* `GET /trending?top_k=N` - Get N most recent articles
+* `GET /articles?limit=N` - Get N articles from database with filtering
+* `POST /search` - Advanced search with multiple filters
 * `GET /stats` - System statistics and metrics
 
 ### Example Responses
@@ -266,7 +269,7 @@ curl -X POST http://localhost:8000/fetch-news
 
 - **✅ 238+ articles** processed and indexed
 - **✅ 3 RSS sources** actively monitored
-- **✅ 8 API endpoints** fully operational
+- **✅ 10 API endpoints** fully operational
 - **✅ 384D vector space** for similarity search
 - **✅ Production-ready** error handling
 - **✅ Clean codebase** following best practices