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
Hello everyone, I am Yupi. Following the recent popularity of ChatGPT, another explosive open-source project Auto-GPT has emerged. In just the last 10 days, this project has garnered over 80,000 stars, with a total star count exceeding 100,000! So what exactly is Auto-GPT? Why is it so popular? How can we use and deploy it? … 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
As one of the earliest LLM application development frameworks alongside LangChain and LlamaIndex, Microsoft’s AutoGen has undergone a complete redesign and restructuring after a series of personnel changes last year, launching the completely revamped AutoGen 0.4 version (the previous version was 0.2), with the latest stable version 0.4.2 released in early 2025. You may have … Read more
Translation: Patrick Kalkman Unleash Your AI Agent: Automate Time Tracking With LangGraph and Meta Llama 3 Github: https://github.com/PatrickKalkman/hour_registration_agent_public Overhead view, a hand holding a pencil hovering above a printed calendar on a wooden desk. Next to the calendar is a silver clip, a small potted plant, and a simulated clock showing around 10:09. The desk … Read more
Previous Content Learning LangGraph from Scratch – (1) Introduction to LangGraph Learning LangGraph – Tool Invocation in LangGraph (Part 2) In the previous chapters, we defined a tool invocation class ourselves. However, through the official documentation, we found that there is a ToolNode class that can simplify the tool invocation process. In this article, we … Read more
• Hello everyone, I am student Xiao Zhang, sharing AI knowledge and practical cases daily. • Welcome to like + follow 👏, continue learning, and keep delivering valuable content. • +v: jasper_8017 Let’s communicate 💬 and progress together 💪. Overview of Articles in Official Account Continuing from the previous article (【AI Agent】【LangGraph】0. Quick Start: Collaborating … Read more
In previous articles, we have been using the <span>app.invoke(inputs)</span> method to execute workflows. The invoke method returns the final execution result of the entire stream to the caller all at once. If the workflow execution time is long, the waiting time for users will also be long, leading to a poor experience. Currently, mainstream large … Read more
Embedding images and text in the same space allows us to perform high-precision searches on multimodal content such as web pages, PDFs, magazines, books, brochures, and various papers. Why is this technology so interesting? The most exciting aspect of embedding text and images in the same space is that you can search for and retrieve … Read more
How to Define the Input and Output Schema of a Graph By default, the StateGraph operates using a single schema, and all nodes should communicate using that schema. However, different input and output schemas can also be defined for the graph. When different schemas are specified, the internal schema will still be used for communication … Read more