Build AI Agents From Scratch: A Beginner’s Guide

Build AI Agents From Scratch: A Beginner's Guide

What Exactly Is an AI Agent?How Is It Different from ChatGPT?

An AI agent, in English, is referred to as AI Agent, where “Agent” means proxy.

AI Agent = AI Large Model (LLM) + Planning + Memory + Tools, which includes these components. Everyone should have heard of large models, so I won’t go into detail; it can be understood as a specific large model, such as GPT.The other components can be understood as auxiliary “plugins” for the large model.Planning involves designing some empirical processes, such as what to do first and what to do next;Memory refers to adding specific industry or personal knowledge;Tools refer to external capabilities or real-time information such as internet search and weather information.

After integrating these components, the large model becomes more focused and less generic, akin to being trained for a specific position or skill. There are many related tools/applications available on the market. Tools like Wenxin Yiyan, Kimi, iFlytek Spark, and Doubao all have simple AI agent applications, which have low customization levels. 【Coze/扣子】 is a one-stop AI development platform launched by ByteDance, allowing users to generate AI robots without coding in just 30 seconds. The platform provides users with various commonly used plugins, enabling quick setup through simple drag-and-drop methods. Users can also publish their built bots on various social platforms and messaging apps like Feishu, WeChat Official Accounts, and Doubao, making it highly interactive. Without further ado, let’s get started with the practical operation.

Build AI Agents From Scratch: A Beginner's Guide
Build AI Agents From Scratch: A Beginner's Guide
Build AI Agents From Scratch: A Beginner's Guide
Build AI Agents From Scratch: A Beginner's Guide
Build AI Agents From Scratch: A Beginner's Guide
Build AI Agents From Scratch: A Beginner's Guide
Build AI Agents From Scratch: A Beginner's Guide
Build AI Agents From Scratch: A Beginner's Guide
Build AI Agents From Scratch: A Beginner's Guide
Build AI Agents From Scratch: A Beginner's Guide
Build AI Agents From Scratch: A Beginner's Guide

Source丨Network

Note丨This is a repost aimed at sharing. This account respects originality, and copyright belongs to the original author. If there are copyright issues, please contact us for deletion.

Build AI Agents From Scratch: A Beginner's Guide

Recommended Reading

Save! Compilation of 139 National Teaching Achievement Awards (Download Included)
1000+ Course Ideology Case Collections (Includes 52 PPTs + 8 Application Forms)
65 Teaching Innovation Competition Materials Collection (Includes 13 Reports + 35 PPTs)
Compilation of 290 National First-Class Courses (Download Included)
Compilation of Director Wu Yan’s Reports from 2022-2018 (Download Included)
160 Pages! New Round of Review and Evaluation Reference Materials Compilation (Download Included)

Build AI Agents From Scratch: A Beginner's Guide

Leave a Comment