1. Basic Definition and Core Features of AI Agents An AI Agent (Artificial Intelligence Agent, 人工智能代理) is an intelligent entity capable of autonomously perceiving the environment, making decisions, and executing tasks. Its core feature lies in using large language models (LLM) as its “brain,” combined with planning, memory, and tool invocation capabilities to achieve automated … Read more
▼ Click the card below to follow me ▲ Click the card above to follow me In today’s digital imaging era, image processing has become an essential skill for programmers. While the traditional Pillow library is user-friendly, its speed is quite lacking when processing a large number of images. Today, I want to introduce you … Read more
▼ Click the card below to follow me ▲ Click the card above to follow me Pillow-SIMD: The Performance Tool That Takes Image Processing to New Heights! In the field of Python image processing, there is a “performance powerhouse” known as Pillow-SIMD. Imagine ordinary image processing as riding a bicycle uphill, while Pillow-SIMD is like … Read more
Follow+Star Public Account Number, don’t miss out on exciting content Author: strongerHuang WeChat Public Account: strongerHuang The recognition of STM32 by numerous developers is largely attributed to its powerful ecosystem. This article describes various software tools within the STM32 ecosystem, including some technical details.1. Overview of the STM32 EcosystemSTM32 provides a complete set of development … Read more
Multi-Agent (多智能体) = Rational Division of Labor (合理分工)1In March 1776,Adam Smithfirst proposed the concept ofdivision of laborin his bookThe Wealth of Nations, explaining the significant role of division of labor in improving labor productivity.In the early 20th century, Henry Forddivided the production of a car into 8,772work hours, and the assembly line significantly reduced production … Read more
Understanding SurgRAW [ENG] SurgRAW: Multi-Agent Workflow with Chain-of-Thought Reasoning for Surgical Intelligence Paper Published: 13 March 2025 Terminology Explanation Understanding these 15 key terms will help you better grasp the technical aspects of the SurgRAW system. Artificial Intelligence (AI): A system that simulates human intelligence, capable of learning, reasoning, decision-making, and self-improvement. Robotic-Assisted Surgery: Using … Read more
From single agents to workflows, we have now entered the era of multi-agent systems. Multi-agent systems essentially involve multiple agents collaborating under the guidance of a large model to complete user tasks. In this context, various agent architectures have emerged, such as centralized, decentralized, and hierarchical structures. This article analyzes the multi-agent design under the … Read more
Multi-Agent Workflow Tip The multi-agent workflow architecture collaborates with different specialized agents to handle user queries and generate a comprehensive research report. Agent Responsibilities and Capabilities The multi-agent workflow of DeerFlow consists of five specialized agents, each with specific roles and responsibilities. Agent Role Primary Responsibilities Coordinator Entry Handles greetings and small talk, classifies user … Read more
Click the blue text above👆 to follow us! The ByteDance Doubao large model team has officially open-sourced the first multilingual SWE dataset – Multi-SWE-bench, which can be used to evaluate and enhance the bug-fixing capabilities of large models. Building on SWE-bench, Multi-SWE-bench covers seven mainstream programming languages beyond Python for the first time, making it … Read more
This article is an excellent piece from the Kanxue Forum. Author ID on Kanxue Forum: xwtwho Recently, I looked into WhatsApp (both Android and PC versions) and implemented the protocol for sending private messages (template messages can also be sent). Here, I record my learning process. 1. Hardware and Software Environment WhatsApp v2.22IDA 7.5Frida 14.2.2Gda3.86JEBjadx-guiunidbgLineageOS … Read more