Click the blue text above to follow us AGI Nebula Factory (Longhun Nebula (Chengdu) Storage Technology Co., Ltd.) provides a comprehensive overview of the core principles of AI agents based on practical experience, from the concept of “Agentic” to the specific implementation of “AI Agent”. 01.Section: Foundational Concepts: The Paradigm Shift from “Tools” to “Agents” … Read more
On April 1, the Production Management and Environmental Protection Department of the Guangdong Branch organized experts to inspect the pre-planning and preparation work for the C-level maintenance of Unit 2. After two days of inspection, the company held a summary meeting for the pre-inspection of Unit 2 C-level maintenance in 2025, attended by Li Liang, … Read more
With the ongoing popularity of AI globally, aside from Large Language Models (LLM), another focal point should be AI Agent. Since March and April of this year, AI Agents have continuously attracted close attention in the field of artificial intelligence and even in society as a whole, and many believe they are key to the … Read more
Complete Process of AI Agent Application Development in Java: A Mock Interview Keywords: AI Agent, Intelligent Agent Development, Java, Spring Boot, Large Model Integration, Tool Invocation, Planning and Execution With the rapid development of artificial intelligence technology, AI Agent is becoming the core paradigm of next-generation application development. It is no longer limited to passively … Read more
In the wave of artificial intelligence, we are witnessing a great transformation from simple interactions to intelligent collaboration. From the initial simple prompts to today’s AI Agents that can independently complete complex tasks, this is not just a technological iteration but a revolution in human-machine collaboration. 1. The Evolution from Prompts to AI Agents (1) … Read more
This article starts from the planning module in the Copilot 3.0 architecture, combining the reinforcement learning (GRPO) training practices of DeepSeek R1, to explore how large models can flexibly orchestrate multiple agents under a multi-agent architecture to better solve practical problems. GRPO Training Table Background 1. Business Scenario Merchants operate Copilot as a professional business … Read more
Click the blue text to follow us In the previous article, we introduced the interaction methods between users and LLMs, and briefly discussed multi-agent systems (the four modes of user interaction with large models (LLMs) and an introduction to multi-agent systems (MAS)). This article introduces the components of an AI Agent. Agents are complex units … Read more
Ideas are my own. image credit: Kevin Hawkins There is a popular saying in the industry that “2025 is the year of AI Agents”. Indeed, in the first half of 2025, we have seen a plethora of emerging “Agents”. Although there is currently no consensus on the standard definition of an Agent in the industry, … Read more