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---
title: "Kubernetes RAG Assistant"
emoji: "🚀"
colorFrom: "gray"
colorTo: "blue"
sdk: "gradio"
sdk_version: "4.16.0"
app_file: "app.py"
pinned: false
---
# 🧠 Kubernetes RAG Assistant
A Retrieval-Augmented Generation (RAG) system that answers Kubernetes questions using **real documentation** with **citations**.
✔ Uses OpenRouter models
✔ Vector search with embeddings
✔ Live deployed app on Hugging Face
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### 🔍 How It Works
1️⃣ User asks a question
2️⃣ Retriever fetches top document chunks
3️⃣ LLM responds with verifiable citations
---
Created by **Prakyath01**
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