README.md

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 🚀

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How it works

1️⃣ User asks a Kubernetes question
2️⃣ Relevant doc chunks are retrieved
3️⃣ LLM produces grounded answer with citations

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Tech stack

• LangChain (Retrieval)
• OpenRouter API (LLM)
• Sentence Transformers (Embeddings)
• Gradio (UI)
• Hugging Face Spaces (Deployment)

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🎯 Created by Prakyath01