Overview of AI Agent Architectures: Reasoning, Planning, and Tool Calling

Overview of AI Agent Architectures: Reasoning, Planning, and Tool Calling

Hello everyone, I’m Mu Yi, an internet technology product manager who continuously focuses on the AI field, with a top 2 undergraduate degree in China, a top 10 CS graduate degree in the US, and an MBA. I firmly believe that AI is the “power-up” for ordinary people, which is why I created the WeChat … Read more

DingTalk’s AI Agent: Leading the Future of Productivity

DingTalk's AI Agent: Leading the Future of Productivity

Cutting-Edge Technology, Smart Economy Written by|Hao Xin Edited by|Liu Yuqi “Big companies represent backward productivity, they are always a step behind,” and, “small innovations rely on large companies, while large innovations still depend on small companies.” This is the innovation rule summarized by veteran entrepreneurs represented by Li Yanhong and Wang Xiaochuan in 2023. From … Read more

Implementing Intelligent Data Analysis with AI Agents

Implementing Intelligent Data Analysis with AI Agents

After the boom of large models, many enterprises have explored and practiced related applications using these models. We found that large models perform better when solving isolated problems. However, they also raise safety and hallucination issues. Today, we will analyze the pain points of traditional data analysis, the construction methods of intelligent analysis using large … Read more

DingTalk’s AI Agent Magic Box

DingTalk's AI Agent Magic Box

Author|Wu Di Editor|Hu Zhan Jia Operation|Chen Jia Hui Produced by|LingTai LT (ID: LingTai_LT) Those who believe in AI are all waiting for an “App Store” moment for AI. This is because Apple created a software ecosystem for the mobile internet era with the App Store. In the AI era, AI believers are eagerly anticipating the … Read more

Why AI Agents Have Opportunities in ToB

Why AI Agents Have Opportunities in ToB

— Starting from the current battleground of ToB agents, who will become the biggest beneficiary of this technological wave? Source / Feige Says AI (ID:FeigeandAI) Author / Gao Jia/Wang Yi In just one year since the birth of agents, they have become a battleground for tech giants and startups. However, most agents on the market … Read more

AIPC: The Next Generation AI Agent

AIPC: The Next Generation AI Agent

Perhaps we have misunderstood AIPC. AIPC, which stands for AI and PC, appears to be a crude combination of AI and PC. The most common interpretation is that it is a product of large models being integrated into computers, requiring a reduction in model size while protecting privacy. It was proposed by leading players like … Read more

How to Implement an AI Agent with Task Splitting and Function Calling

How to Implement an AI Agent with Task Splitting and Function Calling

Machine Heart SOTA! Model Community Column Author: Hoshino Gen Column Editors: Zhi Hu, Ya Fang, Xiao Tu Classmate This column is produced by Machine Heart SOTA! Model Community, updated every Sunday on the Machine Heart public account. This week we invite “LLM Modification Group” member “Hoshino Gen” to share how to implement your own AI … Read more

In-Depth Exploration: No AI Agent, No SaaS!

In-Depth Exploration: No AI Agent, No SaaS!

Click “Chief Information Officer”, thank you for following us! Introduction Last year, I had the privilege of experiencing the grand gathering of global SaaS practitioners – the Dreamforce 2023 conference. With over 1100 speeches, almost every one was related to AI. All the guests spoke eloquently about their applications, sharing how to reconstruct SaaS with … Read more

How Enterprise-Level AI Agents Are Implemented in the Automotive Industry

How Enterprise-Level AI Agents Are Implemented in the Automotive Industry

Machine Heart reports Author: Dan Jiang In the past year, the advancements in large model technology have been rapid, continually raising the upper limits of model capabilities. However, from the perspective of industrial transformation, the implementation of large models may just be in its initial stages. How to harness the vast potential of large models … Read more

AI Agent Technology Principles and Development Trends

AI Agent Technology Principles and Development Trends

The report from Electronic Enthusiasts Network (by Li Wanwan) states that AI Agent refers to an artificial intelligence agent, which is an intelligent entity capable of perceiving the environment, making decisions, and executing actions. AI Agents are typically based on machine learning and artificial intelligence technologies, possessing autonomy and adaptability, enabling them to learn and … Read more