Update README.md

README.md

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+# Kubernetes RAG Assistant 🤖
+
+A Retrieval-Augmented Generation (RAG) system that answers highly specific Kubernetes questions using official documentation.
+
+🔹 Features:
+- Uses real Kubernetes docs as knowledge base
+- Citations included in every response
+- Deployed on Hugging Face 🚀
+
+---
+
+### How it works
+1️⃣ User asks a Kubernetes question  
+2️⃣ Relevant doc chunks are retrieved  
+3️⃣ LLM produces grounded answer with citations
+
 ---
-title: Kubernetes Rag Assistant
-emoji: 🚀
-colorFrom: green
-colorTo: red
-sdk: gradio
-sdk_version: 6.0.2
-app_file: app.py
-pinned: false
+
+### Tech stack
+- LangChain (Retrieval)
+- OpenRouter API (LLM)
+- Sentence Transformers (Embeddings)
+- Gradio (UI)
+- Hugging Face Spaces (Deployment)
+
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+🎯 Created by Prakyath01