Add README

README.md

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+# RAG Agent
+
+This repository contains a simple AI agent with RAG memory using Qdrant and Ollama.
+
+## Setup
+```bash
+ollama pull llama3
+ollama pull nomic-embed-text
+pip install -r requirements.txt
+```