docs: Add README.md with Hugging Face Space configuration

README.md

@@ -0,0 +1,28 @@
+---
+title: Multi-Agent RAG System
+emoji: 🤖
+colorFrom: blue
+colorTo: indigo
+sdk: docker
+app_port: 7860
+pinned: false
+---
+
+# Multi-Agent RAG System
+
+A FastAPI-based multi-agent research assistant running on Hugging Face Spaces.
+
+## Interactive API Docs
+Once deployed, the Swagger interactive documentation is available at:
+`https://dhruvsoni-multi-agent-rag-system.hf.space/docs`
+
+## Local Setup
+
+1. Install dependencies:
+   ```bash
+   pip install -r requirement.txt
+   ```
+2. Start the FastAPI server locally:
+   ```bash
+   uvicorn main:app --reload
+   ```