DeepSeek Fundamentals In this section, we break down the core technologies behind DeepSeek, including Natural Language Processing (NLP), Machine Learning models, and reinforcement learning—all working together to create an AI-powered search and research engine that understands context, refines itself over time, and delivers highly accurate results. 🔍 Natural Language Processing (NLP) Basics: How DeepSeek Interprets Queries Traditional search engines rely heavily on keyword-based search, which often leads to irrelevant results, lack of context, and difficulty in handling complex queries. DeepSeek overcomes these challenges using Natural Language Processing (NLP), a subfield of AI that enables machines to understand human language in a way that mirrors human thought. DeepSeek overcomes these challenges using Natural Language Processing (NLP), a subfield of AI that enables machines to understand human language in a way that mirrors human thought. 1️⃣ Understanding Context & Intent, Not Just Keywords DeepSeek’s NLP engine doesn’t just match words; it understands the meaning behind them.