Comprehensive Analysis of AI Agents Technology Stack in 2024

Comprehensive Analysis of AI Agents Technology Stack in 2024

Letta is a company focused on AI agents, providing open-source tools and cloud services to help developers build, deploy, and manage AI agents with memory and tool-calling capabilities. Original text: https://www.letta.com/blog/ai-agents-stack (Translated by ChatGPT) Understanding the Ecosystem of AI Agents While there are many maps of agent technology stacks and markets available, we often disagree … Read more

Understanding the AI Agents Technology Stack for 2025

Understanding the AI Agents Technology Stack for 2025

As the new year 2025 begins, this year will be the year of “Agentic Systems“, and “2025 will see the emergence of true Agents“. Time waits for no one, please receive your overview of the AI Agents technology stack. Understanding the AI Agents Ecosystem Although we have seen numerous classification diagrams regarding the Agent stack … Read more

Creating AI Agents with Memory and Tools Using Phidata

Creating AI Agents with Memory and Tools Using Phidata

Aitrainee | Official Account: AI Trainee 🌟Phidata adds memory, knowledge, and tools to LLMs. ⭐️ Phidata:https://git.new/phidata Phidata is a framework for building autonomous assistants (also known as agents) that have long-term memory, contextual knowledge, and can perform actions through function calls. Recommended a tutorial video from YouTuber WorldofAl: Why Choose Phidata? Problem: Large Language Models … Read more

A New Era of AI Evolution: Getting Started with HuggingGPT & MetaGPT

A New Era of AI Evolution: Getting Started with HuggingGPT & MetaGPT

Follow the official account “Carl’s AI Watts” and set it as “Starred” to get the latest AIGC news Author: Carl AIGC Open Source Free Tutorial 2.0 (supports ChatGPT, Midjourney, Stable Diffusion, Runway, AI Agents, Digital Humans, AI Voice & Music): https://www.learnprompt.pro In the first three articles, we discussed the principles and components of Agents as … Read more

Understanding AutoGPT and LLM Agent Development

Understanding AutoGPT and LLM Agent Development

In the past two weeks, projects like AutoGPT and BabyAGI have gained immense popularity. I spent some time over the weekend 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

An Analysis of MetaGPT Source Code for AI Agents

An Analysis of MetaGPT Source Code for AI Agents

Introduction In my work, I need to use AI Agents, so I need to delve deeper into AI Agents. Reading various articles alone often feels insufficient for understanding the details. Therefore, I started looking at various open-source projects related to AI Agents. This is the first article where I will study the source code of … Read more

Comprehensive Analysis of MetaGPT: An LLM Framework for Software Development

Comprehensive Analysis of MetaGPT: An LLM Framework for Software Development

AI Agents are considered by many to be the future direction of large model development. Previously, Lilian Weng, head of OpenAI’s safety team, published a detailed blog introducing AI autonomous agent robots, which attracted a lot of attention. Released in July, MetaGPT is a brand new AI Agent project that provides an automated agent framework … Read more

MetaGPT Framework – An In-Depth Look at AI Agents

MetaGPT Framework - An In-Depth Look at AI Agents

Author: Wang Lei, Senior Architect of MindSpore, AI Engineering Expert Organizer: Qingke AI >Join us! NLP Paper Submission, LLM Communication, Live Paper Discussion Group Introduction to MetaGPT In recent years, large language models have become a hot topic in the AI field due to their powerful natural language processing capabilities. They can not only generate … Read more

Exploring LangGraph: A New Path for AI Agent Building

Exploring LangGraph: A New Path for AI Agent Building

Click the “Blue Word” to Follow Us In today’s rapidly evolving AI field, building Agents (Which Multi-Agent Framework is Better? A Deep Dive into Five Popular Options) has become an important means of achieving automation and decision optimization. LangGraph, as a powerful tool, provides developers with an intuitive and efficient way to build AI Agents … Read more

Dissecting the Design and Technical Details of Multi-Agent Projects Based on LangGraph

Dissecting the Design and Technical Details of Multi-Agent Projects Based on LangGraph

Andrew Ng recently said in his public lecture: I believe that AI Agent workflows will drive significant advances in artificial intelligence this year, possibly surpassing the next-generation foundational models. This is an important trend, and I urge everyone working in AI to pay attention to it. Coupled with the four paradigms for implementing Agent workflows … Read more