[Image] OpenAI has released a five-level scale for the development of AGI based on its own technology research and product development. OpenAI divides AI development into five stages, each representing a higher level of capability: [Image] Currently, OpenAI is progressing towards multi-agent systems, aligning with the goals of the third stage, where AI agents should … Read more
By 2025, AI has transformed from a cutting-edge concept into one of the core tools driving productivity changes, influencing the global business community in unprecedented ways. From corporate strategic planning to employees’ daily tasks, it has become integral. In contrast, the AI industry in China presents a unique landscape: on one hand, while models like … 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
Generative AI has entered the daily work and life of many people. Nowadays, with just a simple input on a computer, users can generate answers or media content to their questions or needs through DNN models (typically using a large language model, LLM). However, the drawback of this application scenario is the overly simplistic operation, … Read more
Websitehttps://cloud.dify.ai/appsBuilding a Knowledge Q&A System: You are an expert in pharmacy. Use the following content as your knowledge for learning, place it within <content></content> tags, <content>{{}}</content> When answering questions, you can only respond based on the content of the knowledge base, avoid mentioning that you obtained information from context. If you do not know, just … Read more
In the field of mixed fertilizer production, the efficient operation of palletizing system robots directly affects the production efficiency and market competitiveness of enterprises.To break through the current technical bottleneck, the mixed fertilizer party branch recently held a special seminar on “The Application and Development of Mixed Fertilizer Palletizing System Robots in AI Scenarios,” formulating … Read more
Integrating an AI Automatic Code Completion Feature into R Language Introduction A few months ago, I saw on the official websites of RStudio and GitHub that the AI assistant Copilot has been integrated into RStudio through GitHub account authorization. With the power of AI, it is possible to achieve automatic code completion within RStudio. I … Read more
You can easily implement an AI robot through the following steps. Here, we take the example of creating a simple Q&A AI robot based on Python and the OpenAI API. 1. Preparation Register an OpenAI account: Visit the OpenAI official website (https://openai.com/) to register an account and obtain an API key, which is the credential … Read more
With the wave of AI and large models entering vehicles, the smart cockpit SoC market is about to experience a new round of intense “chaos”. This year, manufacturers such as BYD and Zhiji have successively introduced AI Agents into their smart cockpit systems to create higher-level AI smart cockpit systems with proactive cognition and emotional … Read more
Click the blue text Follow us In November 2018, the Shanghai Stock Exchange established the Science and Technology Innovation Board (STAR Market); in July 2019, the STAR Market officially opened, with the first 25 companies ringing the bell for listing. At the inception of the STAR Market, it coincided with a time of geopolitical turbulence, … Read more