Differences Between AI and Agents

Differences Between AI and Agents

AI (Artificial Intelligence) and agents are two related but distinct concepts. AI refers to the technology that enables machines to perform tasks that typically require human intelligence, including abilities such as learning, reasoning, problem-solving, understanding natural language, visual recognition, and decision-making. AI is a broader field that encompasses various technologies and algorithms, such as machine … Read more

Understanding AutoGPT and LLM Agents

Understanding AutoGPT and LLM Agents

In the past two weeks, projects like AutoGPT and BabyAGI have gained immense popularity. Over the weekend, I spent some time reviewing the code of these AI agent projects and decided to write an article summarizing my technical insights and thoughts on the current advancements in this field for everyone to discuss. From Language Understanding … Read more

AI Agents: The Future of Artificial Intelligence

AI Agents: The Future of Artificial Intelligence

Recently, during an event, AI experts discussed the topic of “AI Agents,” stating that AI Agents represent the future direction of artificial intelligence development. Some may ask, since we already have powerful large language models likeChatGPT, why do we need to develop AI Agents? This requires explaining what AI Agents are. #01-What Are AI Agents? … Read more

Understanding OpenAI’s AI Agent Operator in 3 Minutes

Understanding OpenAI's AI Agent Operator in 3 Minutes

When Lao Hu asked me what Operator is, I studied for several days before daring to publish this article. If you’re short on time, just look at the summary of viewpoints below… AI Is No Longer an Observer; It Has Become an Actor! 🤖 Friends, OpenAI’s AI Operator is here! Imagine a scenario where you’re … Read more

How to Build Effective Agents and Best Practices

How to Build Effective Agents and Best Practices

Hello! I am your old friend Amanda. Long time no see! On December 20, 2024, Anthropic published an article about how to build effective agents. Original link: https://www.anthropic.com/research/building-effective-agents The article mainly discusses the experiences and practical advice for building Large Language Model (LLM) Agents across different industries. It emphasizes that successful implementations typically adopt simple, … Read more

Learn AI Agent Development in 11 Days: Day T+5 – Implementing Werewolf Game with MetaGPT

Learn AI Agent Development in 11 Days: Day T+5 - Implementing Werewolf Game with MetaGPT

Hello everyone, today we are going to learn how to use MetaGPT to implement a practical case of multi-agent collaboration – the Werewolf game. Werewolf is a classic social deduction game, and through MetaGPT’s multi-agent framework, we can simulate the behaviors of characters such as werewolves, villagers, guards, seers, and witches, and let them interact … Read more

OpenAI Source Code Unveiled! Real-Time AI Agent in 20 Minutes

OpenAI Source Code Unveiled! Real-Time AI Agent in 20 Minutes

In just 20 minutes, OpenAI showcased the astonishing real-time API multi-level AI Agent prototype. This achievement is truly breathtaking, as if a door to a new world of artificial intelligence has been opened in an instant. What’s even more remarkable is that its source code is already available on GitHub, which means developers worldwide can … Read more

OpenAI Open Source Code Sharing: Develop Real-Time Voice Agent in Just 20 Minutes!

OpenAI Open Source Code Sharing: Develop Real-Time Voice Agent in Just 20 Minutes!

In the field of AIGC (Artificial Intelligence Generated Content), developing a fully functional voice agent application prototype typically takes several days or even weeks. However, OpenAI has just open-sourced a multi-level advanced AI Agent project developed based on the Realtime API on GitHub, completing the development from concept to prototype in just 20 minutes! This … Read more

AI Agents: Current Status, Technological Progress and Development Trends

AI Agents: Current Status, Technological Progress and Development Trends

Click on the “Turing Artificial Intelligence“, select the “star” public account The artificial intelligence insights you want will be delivered to you first Copyright Statement Reprinted from Wang Jiwei, copyright belongs to the original author, used only for academic sharing The full text is about 8900 words, reading time 15 minutes Written by Wang Jiwei … Read more

Phidata Source Code Analysis

Phidata Source Code Analysis

https://www.phidata.app/ is an agent SaaS company that has open-sourced the Phidata framework. From the introduction on GitHub (https://github.com/phidatahq/phidata), it has a complete set of features, so let’s learn about it. First, let’s clarify the purpose: I want to understand the following implementations: How Phidata designs the interaction between multi-AI agents How Phidata allows agents to … Read more