Various AI-related open-source projects are experiencing explosive growth globally, whether at the enterprise or individual level. Today, we introduce CrewAI, an AI assistant calling library similar to LangChain. We hope domestic developers will continue to strive! CrewAI, this popular Python framework makes collaboration between agents smarter, fundamentally changing how developers approach complex AI tasks. It … Read more
Learn from João Moura, the founder and CEO of crewAI, and explore the key components of multi-agent systems: Role Assignment: Assign dedicated roles to agents Memory: Provide agents with short-term, long-term, and shared memory Tools: Allocate pre-built and custom tools to each agent (e.g., tools for web searches) Focus: Decompose tasks, goals, and tools, and … Read more
Agents have essentially become the consensus of the AI industry, and if there are differences, they are most likely regarding the timeline for implementation. The current focus of the industry is still on how to build agents themselves, and there is not much research on how agents can collaborate or the characteristics of the agent … Read more
Author | Wang Yaping 1 Introduction With the further development of large models in multimodal understanding, logical reasoning, and other areas, the Agent is expected to see large-scale application in 2025, replacing humans in solving more and more daily tasks. AI experts generally believe that 2025 will be the year of the agent explosion. By … Read more
Source: ZHUAN ZHI This article is approximately 6000 words long and suggests a reading time of 12 minutes. This article provides a comprehensive overview of collaboration in multi-agent systems and proposes a scalable framework to guide future research. With the latest advancements in large language models (LLMs), Agentic Artificial Intelligence (Agentic AI) has made significant … Read more
AI has increasingly integrated into daily life and work. Today, Jenny and Jason will share a series of the most commonly used and practical English terms when using AI. Come and learn! Collaborating with AI Most common terminologies to use or collaborate with AI: Collaborate: collaborate Terminologies: terminologies AI (Artificial Intelligence): artificial intelligence Various Commands … Read more
Human-AI collaboration refers to the interaction and cooperation between humans and artificial intelligence systems, aiming to leverage each other’s strengths to enhance work efficiency and decision-making quality. Humans possess creativity, emotion, and ethical judgment, while artificial intelligence excels in data processing, pattern recognition, and automation of tasks. Through collaboration, both can form a complementary relationship, … Read more
Written by/Zhuang Yueting This article is divided into four parts: first, the research background and content; second, the introduction of the current two research approaches; third, the research foundation and progress made; and finally, the conclusion and outlook. 1 Research Background and Content Currently, large models/multi-modal large language models (LLM/MLLM) have reached new heights in … Read more
Click the blue text above to follow us Project Address https://codeium.com/windsurf Introduction to Windsurf Windsurf is an AI-assisted programming tool launched by Codeium. It is not just an ordinary Integrated Development Environment (IDE), but a comprehensive platform that integrates deep context awareness, multi-model AI, real-time collaboration, and efficient code management. Its emergence provides developers with … Read more
The Past Barriers: Why Citizen Academia Struggles In the past, engaging in academic research often presented various barriers to the public. Academic research seemed like an insurmountable mountain, blocking the path of many ordinary people. The reasons for this can be summarized as follows: 1. Difficulty in Accessing Academic Literature Before the internet became widespread, … Read more