The advent of autonomous robotics has begun to reshape various industries, promising to revolutionize tasks that were once labor-intensive, time-consuming, or even hazardous for humans. Among these innovations, the emergence of autonomous painting robots presents a particularly compelling case for transformation, especially when considering their potential impact on home remodeling and interior design.

The ability of machines to learn and make intelligent decisions has captivated the human imagination for decades. From science fiction robots to self-driving cars, the concept of artificial intelligence (AI) has steadily moved from fantasy to a tangible reality.

Retrieval-Augmented Generation (RAG) has emerged as a powerful paradigm in natural language processing, revolutionizing tasks like question answering, summarization, and dialogue systems. By combining the strengths of retrieval-based and generative models, RAG systems