DeepSeek AI Agent

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Bartosz Roguski
Machine Learning Engineer
June 14, 2025
Glossary Category

DeepSeek AI Agent is an autonomous artificial intelligence system built using DeepSeek’s advanced open-source language models, particularly the DeepSeek-R1 series that leverages reinforcement learning techniques for enhanced reasoning capabilities. These agents utilize DeepSeek’s cutting-edge AI research to deliver high-quality, efficient solutions with advanced reasoning abilities for complex tasks such as mathematical problem-solving, code generation, and natural language processing. DeepSeek-R1 is built as a 671-billion-parameter mixture of experts (MoE) model trained with reinforcement learning techniques, enabling agents to perform sophisticated multi-step reasoning and decision-making processes.

DeepSeek AI Agents are characterized by their cost-effective deployment, high efficiency, multilingual capabilities, and ability to handle complex NLP, automation, and decision-making tasks, making them particularly suitable for enterprise applications requiring advanced cognitive capabilities.