A rational agent is said to perform the right things. AI is about creating rational agents to use for game theory and decision theory for various real-world scenarios. For an AI agent, the rational action is most important because in AI reinforcement learning algorithm, for each best possible ...
Andrej Karpathy对比了过去开发AI Agent的困难和现在新技术工具下开发的新机会,他还不忘调侃自己在特斯拉的工作,是“被自动驾驶分了心”,他认为自动驾驶和VR都是糟糕的AI Agents的例子。 另一方面,Andrej Karpathy认为普通人、创业者和极客在构建AI Agents方面相比OpenAI这样的公司更有优势,大家目前处于平等竞争的状...
The RSS Agent consumes RSS feeds and emits events when they change. This agent, using Feedjira as a base, can parse various types of RSS and Atom feeds and has some special handlers for FeedBurner, iTunes RSS, and so on. However, supported fields are limited by its general and abstract...
1、Agents in Artificial Intelligence | Understanding How Agents Should Act 2、6 Types of AI Agents: Exploring the Future of Intelligent Machines 3、https://medium.com/springchain-ai/architecture-of-ai-framework-comparing-ai-agent-memory-to-human-brain-5b446ebc99dd 4、https://medium...
We use axtree by default. Alternatively, you can provide a comma-separated string listing the desired input feature types. python3.11 -m function_calling_main --agent_type FunctionCallingAgent --starting_url https://www.airbnb.com --goal'set destination as San Francisco, then search the resul...
AI Agent 是时下热门的一个方向,在 OpenAI 应用研究主管 LilianWeng 写的万字长文中[1],她提出 Agent = LLM+ 记忆 + 规划技能 + 工具使用。 图1 Overview of a LLM-powered autonomous agent system 组件二:记忆 我们可以将上下文学习(context)看成是利用模型的短期记忆(也就是模型能接受输入的最大长度)来...
# agentlego/tools/train_inspection/bolt_detection.pyfromagentlego.typesimportAnnotated,ImageIO,Infofromagentlego.utilsimportload_or_build_object,requirefrom..baseimportBaseToolfrom.app.predictimportyolov5_detclassBoltDetection(BaseTool):"""A tool to detection all objects defined in COCO 80 classes.Args...
categorizesanddiscussesvarioustypesofagents.Section 6 introducesAgentAIapplicationsingaming,robotics,andhealthcare.Section 7 explorestheresearchcommunity’seffortstodevelopaversatileAgentAI,capableofbeingappliedacrossvariousmodalities,domains,andbridgingthesim-to-realgap.Section 8 discussesthepotentialofAgentAIthatnot...
Customer service chatbots are one of the most common types of AI agent deployment. Because they can be plugged into company data, a business can use an AI agent to act as a customer assistant. They can provide access directly to the user’s device anywhere in the world, including a web...
LangChain中的ReAct:https://python.langchain.com/docs/modules/agents/agent_types/react.html From: https://react-lm.github.io ReAct 指:Reason and Act 。 特色: CoT 只是在prompt加入了静态的 “Let’s think step by step”。ReAct 的prompt是动态变化的。