Karma Alignment: Exploring Principles and Practical Alignment Strategies
Karma, a concept deeply rooted in Eastern philosophies, particularly in Hinduism, Buddhism, and Jainism, revolves around the idea of cause and effect—every action has consequences. The word “karma” originates from Sanskrit, meaning “action” or “deed.” In recent years, researchers have studied the psychological, ethical, and social dimensions of karma, emphasizing its relevance in contemporary life….
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How To Perform Index Optimization in Retrieval-Augmented Generation (RAG) Systems
Index optimization in Retrieval-Augmented Generation (RAG) systems involves fine-tuning the retrieval component to enhance the efficiency and accuracy of document or knowledge retrieval. This is crucial because the quality of retrieved documents directly impacts the quality of generated responses. Here are strategies for optimizing indexing in RAG systems: 1. Preprocessing Documents for Optimal Indexing 2. Choosing the…
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