大模型代肝,自动刷《崩铁》升级材料,Claude操纵计算机还能这么用!
来源:机器之心
时间:2024-12-24 09:51:52 394浏览 收藏
在科技周边实战开发的过程中,我们经常会遇到一些这样那样的问题,然后要卡好半天,等问题解决了才发现原来一些细节知识点还是没有掌握好。今天golang学习网就整理分享《大模型代肝,自动刷《崩铁》升级材料,Claude操纵计算机还能这么用!》,聊聊,希望可以帮助到正在努力赚钱的你。
大模型的执行力从哪里来?






论文链接:https://arxiv.org/pdf/2411.10323
项目链接:https://github.com/showlab/computer_use_ootb


系统提示
System Overview* You have access to a set of functions that allow you to interact with a sandboxed computing environment.* You do NOT have access to external resources, except through the functions provided below.* You can invoke one or more functions by writing ablock like this: plaintext$PARAMETER_VALUE ......* String and scalar parameters should be passed as is. Lists and objects should be passed in JSON format.* The output or any errors will appear in a subsequentblock. If a block does NOT appear, your function call was likely malformatted. Available Functions1. Computer Interaction (GUI):* Description: Use a mouse and keyboard to interact with the computer and take screenshots.You can only interact with the desktop GUI (no terminal or application menu access).* Actions include:* key: Press a key or key-combination.* type: Type a string of text.* mouse_move: Move the cursor to specified coordinates.* left_click, right_click, middle_click, double_click: Perform mouse clicks.* left_click_drag: Click and drag the cursor.* screenshot: Take a screenshot of the screen.* Important Notes:* The screen resolution is [SCREEN_RESOLUTION, e.g., 1024x768].* Always check the coordinates of elements via screenshots before moving the cursor.* If a click fails, adjust your cursor position and retry.* Parameters:* action (required): The action to perform, such as key, type, etc.* coordinate: The (x, y) coordinates for mouse-related actions.* text: The text to type or key to press for type and key actions.Bash Shell Commands:* Description:Run commands in a bash shell.* Parameters:* command (required): The bash command to run.* restart: If true, restarts the tool.File Editing Tool:* Description: View, create, and edit files.* view: Displays a file or lists directory contents.* create: Creates a new file (fails if the file already exists).* str_replace: Replaces a specific string in a file.* insert: Inserts a string after a specified line.* Parameters:* path (required): The absolute path to the file or directory.* write_text: The content for creating a file.* str: Strings for replacing or inserting content.* line: Line number for inserting content.* view_range: Specify range of lines to view.System Capabilities* You are using an Ubuntu virtual machine with aarch64 architecture.* You can install applications using apt or pip.* Firefox is installed (use the firefox-esr version).* GUI applications can be started from the Bash shell using DISPLAY=:1.* The current date is [DATETIME, e.g., Wednesday, October 23, 2024].Important Notes* If the startup wizard for Firefox appears, ignore it. Do not click "skip this step." Instead, click on the address bar and enter the appropriate URL or search there.* For handling PDFs, it may be better to download using a URL and convert it to text using pdftotext for easier reading.Summary of How to Use the Tools* Function Invocation: To interact with the environment, use theblock. * Error Handling: If noappear, check for malformatted calls. * Multiple Calls: Where possible, chain multiple function calls to optimize workflow.
状态观察
推理范式
智能体的工具

{"properties": {"action": {"description": """The action to perform. The available actions are:* key: Press a key or key-combination on the keyboard.* This supports xdotool's key syntax.* Examples: "a", "Return", "alt+Tab", "ctrl+s", "Up", "KP_0" (for the numpad 0 key).* type: Type a string of text on the keyboard.* cursor_position: Get the current (x, y) pixel coordinate of the cursor on the screen.* mouse_move: Move the cursor to a specified (x, y) pixel coordinate on the screen.* left_click: Click the left mouse button.* left_click_drag: Click and drag the cursor to a specified (x, y) pixel coordinate on the screen.* right_click: Click the right mouse button.* middle_click: Click the middle mouse button.* double_click: Double-click the left mouse button.* screenshot: Take a screenshot of the screen.""","enum": ["key","type","mouse_move","left_click","left_click_drag","right_click","middle_click","double_click","screenshot","cursor_position"],"type": "string"},"coordinate": {"description": "(x, y): The x (pixels from the left edge) and y (pixels from the top edge) coordinates to move the mouse to. Required only by action=mouse_move and action=left_click_drag.","type": "array"},"text": {"description": "Required only by action=type and action=key.","type": "string"}},"required": ["action"],"type": "object"}

{"properties": {"command": {"description": "The commands to run. Allowed options are:`view`,`create`,`str_replace`,`insert`,`undo_edit`.","enum": ["view", "create", "str_replace", "insert", "undo_edit"],"type": "string"},"file_text": {"description": "Required parameter of`create`command, with the content of the file to be created.","type": "string"},"insert_line": {"description": "Required parameter of`insert`command. The`new_str`will be inserted AFTER the line`insert_line`of`path`.","type": "integer"},"new_str": {"description": "Optional parameter of`str_replace`command containing the new string (if not given, no string will be added). Required parameter of`insert`command containing the string to insert.","type": "string"},"old_str": {"description": "Required parameter of`str_replace`command containing the string in`path`to replace.","type": "string"},"path": {"description": "Absolute path to file or directory, e.g.,`/repo/file.py`or`/repo/`.","type": "string"},"view_range": {"description": "Optional parameter of`view`command when`path`points to a file. If none is given, the full file is shown. If provided, the file will be shown in the indicated line number range, e.g., [11, 12] will show lines 11 and 12. Indexing starts at 1. Setting`[start_line, -1]`shows all lines from`start_line`to the end of the file.","items": { "type": "integer" },"type": "array"}},"required": ["command", "path"],"type": "object"}

{"properties": {"command": {"description": "The bash command to run. Required unless the tool is being restarted.","type": "string"},"restart": {"description": "Specifying true will restart this tool. Otherwise, leave this unspecified.","type": "boolean"}}}
动作空间
智能体的记忆

表示当前时间步 t 要采取的动作,
表示保留的历史截图,
代表 Claude 3.5 Sonnet。
规划:评估模型根据用户的输入生成可执行计划的能力。这个计划应该是能让软件整体成功运行,每个步骤都清晰且可执行的正确流程。
行动:评估模型是否能够准确识别并操作可交互的 GUI 元素,同时按照派生计划逐步执行具体操作。
反思:衡量模型对动态环境的感知能力,包括其根据操作结果进行调整的能力,例如在任务失败时尝试重试,或在任务完成后及时终止操作。









以上就是本文的全部内容了,是否有顺利帮助你解决问题?若是能给你带来学习上的帮助,请大家多多支持golang学习网!更多关于科技周边的相关知识,也可关注golang学习网公众号。
声明:本文转载于:机器之心 如有侵犯,请联系study_golang@163.com删除
相关阅读
更多>
-
501 收藏
-
501 收藏
-
501 收藏
-
501 收藏
-
501 收藏
最新阅读
更多>
-
191 收藏
-
299 收藏
-
科技周边 · 人工智能 | 6天前 | 人工智能 · mcp · ai agent · 工具接入 · 安全审计 · AI Agent MCP Model Context Protocol 工具清单 资源上下文 权限审计378 收藏
-
195 收藏
-
453 收藏
-
202 收藏
-
419 收藏
-
170 收藏
-
475 收藏
-
科技周边 · 人工智能 | 1星期前 | 人工智能 · tracing · ai agent · 可观测性 · 工具调用 · 可观测性 AI Agent Tracing 工具调用 OpenAI Agents SDK292 收藏
-
379 收藏
-
394 收藏
课程推荐
更多>
-
- 前端进阶之JavaScript设计模式
- 设计模式是开发人员在软件开发过程中面临一般问题时的解决方案,代表了最佳的实践。本课程的主打内容包括JS常见设计模式以及具体应用场景,打造一站式知识长龙服务,适合有JS基础的同学学习。
- 立即学习 543次学习
-
- GO语言核心编程课程
- 本课程采用真实案例,全面具体可落地,从理论到实践,一步一步将GO核心编程技术、编程思想、底层实现融会贯通,使学习者贴近时代脉搏,做IT互联网时代的弄潮儿。
- 立即学习 516次学习
-
- 简单聊聊mysql8与网络通信
- 如有问题加微信:Le-studyg;在课程中,我们将首先介绍MySQL8的新特性,包括性能优化、安全增强、新数据类型等,帮助学生快速熟悉MySQL8的最新功能。接着,我们将深入解析MySQL的网络通信机制,包括协议、连接管理、数据传输等,让
- 立即学习 500次学习
-
- JavaScript正则表达式基础与实战
- 在任何一门编程语言中,正则表达式,都是一项重要的知识,它提供了高效的字符串匹配与捕获机制,可以极大的简化程序设计。
- 立即学习 487次学习
-
- 从零制作响应式网站—Grid布局
- 本系列教程将展示从零制作一个假想的网络科技公司官网,分为导航,轮播,关于我们,成功案例,服务流程,团队介绍,数据部分,公司动态,底部信息等内容区块。网站整体采用CSSGrid布局,支持响应式,有流畅过渡和展现动画。
- 立即学习 485次学习