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Ready to build your own virtual AI-powered robot? In this 2025 tutorial, we’ll walk you through how to combine LMS (Language Model studio) with a RAG (Retrieval-Augmented Generation) database to create a smart, responsive virtual assistant or robot.

Whether you're a developer, AI enthusiast, or just curious about how next-gen AI systems work, this step-by-step guide will help you understand and implement your own virtual robot using cutting-edge tools.

🔍 What You’ll Learn:
What is LMS (Language Model System)?
How RAG databases enhance AI responses
Connecting LMS with a RAG database
Designing your virtual robot’s behavior
Running and testing the system in 2025-ready environments

💻 Tools & Technologies Used:
python / LangChain
Vector databases (e.g., FAISS, Chroma, Weaviate)
OpenAI / Local LLMs
RAG architecture basics


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