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
Recently, AutoGPT and HuggingGPT have become extremely popular. They automatically make decisions using the ChatGPT large model and call upon other models to achieve a high degree of automated decision-making, expanding the application scope of large models. However, the most critical aspect is understanding their specific implementation principles and how they operate internally, which is … Read more
1. AutoGPT Recently, the hot topic has been AutoGPT. I must say, AI is developing so fast that new things are coming out every few days, and we can barely keep up with the times. AutoGPT is an open-source application that showcases the capabilities of the GPT-4 language model. This program is powered by GPT-4 … Read more
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New Intelligence Report Editor:LRS [New Intelligence Guide] A new paradigm combining large language models and AutoGPT has arrived! This paper presents a comprehensive benchmark study of Auto-GPT agents in real-world decision-making tasks, exploring the application of large language models (LLMs) in decision-making tasks. Paper link:https://arxiv.org/pdf/2306.02224.pdf The authors compared the performance of several popular LLMs (including … Read more
Since the rise of ChatGPT, new GPT-based products have been emerging regularly, exciting and alarming everyone. Recently, an application called AutoGPT has become popular. As the name suggests, it can “automatically complete the tasks you give“. You simply tell it what role it should play and describe your task requirements, and it can complete everything … Read more
AutoGPT and BabyAGI are gaining popularity, but for most people, using them presents a significant challenge. For many, browser-based apps are more convenient and reliable than local installations. In just 10 minutes, I will clarify the usage, selection, and local installation of AutoGPT. After releasing this video, I found that local installation remains somewhat difficult … Read more
1. Concept of Intelligent Agents What is an intelligent agent? The answer given by LLM is as follows: An agent, also known as an intelligent agent, is an important concept in the field of artificial intelligence. It is an entity capable of autonomously understanding, planning decisions, and executing complex tasks. Intelligent agents can perceive their … Read more
In the era of large models led by ChatGPT, designing prompts to get large models to execute user instructions is an art, giving rise to the profession of ‘Prompt Engineer’. Not everyone can design good prompts, and even the same prompt can yield different results when applied to different large models. Although ChatGPT or GPT-4 … Read more
Aitrainee | Public Account: AI Progress Student 🌟AgentGPT allows you to configure and deploy autonomous AI Agents. It is an improved version of AutoGPT based on Langchain, requiring no deployment, and provides a website that can be used directly. The customized agents will attempt to achieve their goals by thinking about the tasks to complete, … Read more