├── .gitignore ├── LICENSE ├── README.md ├── pdm.lock ├── pyproject.toml ├── src └── gemini_computer_use │ ├── __init__.py │ ├── main.py │ └── tools.py └── tests └── __init__.py /.gitignore: -------------------------------------------------------------------------------- 1 | # Byte-compiled / optimized / DLL files 2 | __pycache__/ 3 | *.py[cod] 4 | *$py.class 5 | 6 | # C extensions 7 | *.so 8 | 9 | # Distribution / packaging 10 | .Python 11 | build/ 12 | develop-eggs/ 13 | dist/ 14 | downloads/ 15 | eggs/ 16 | .eggs/ 17 | lib/ 18 | lib64/ 19 | parts/ 20 | sdist/ 21 | var/ 22 | wheels/ 23 | share/python-wheels/ 24 | *.egg-info/ 25 | .installed.cfg 26 | *.egg 27 | MANIFEST 28 | 29 | # PyInstaller 30 | # Usually these files are written by a python script from a template 31 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 32 | *.manifest 33 | *.spec 34 | 35 | # Installer logs 36 | pip-log.txt 37 | pip-delete-this-directory.txt 38 | 39 | # Unit test / coverage reports 40 | htmlcov/ 41 | .tox/ 42 | .nox/ 43 | .coverage 44 | .coverage.* 45 | .cache 46 | nosetests.xml 47 | coverage.xml 48 | *.cover 49 | *.py,cover 50 | .hypothesis/ 51 | .pytest_cache/ 52 | cover/ 53 | 54 | # Translations 55 | *.mo 56 | *.pot 57 | 58 | # Django stuff: 59 | *.log 60 | local_settings.py 61 | db.sqlite3 62 | db.sqlite3-journal 63 | 64 | # Flask stuff: 65 | instance/ 66 | .webassets-cache 67 | 68 | # Scrapy stuff: 69 | .scrapy 70 | 71 | # Sphinx documentation 72 | docs/_build/ 73 | 74 | # PyBuilder 75 | .pybuilder/ 76 | target/ 77 | 78 | # Jupyter Notebook 79 | .ipynb_checkpoints 80 | 81 | # IPython 82 | profile_default/ 83 | ipython_config.py 84 | 85 | # pyenv 86 | # For a library or package, you might want to ignore these files since the code is 87 | # intended to run in multiple environments; otherwise, check them in: 88 | # .python-version 89 | 90 | # pipenv 91 | # According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. 92 | # However, in case of collaboration, if having platform-specific dependencies or dependencies 93 | # having no cross-platform support, pipenv may install dependencies that don't work, or not 94 | # install all needed dependencies. 95 | #Pipfile.lock 96 | 97 | # poetry 98 | # Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. 99 | # This is especially recommended for binary packages to ensure reproducibility, and is more 100 | # commonly ignored for libraries. 101 | # https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control 102 | #poetry.lock 103 | 104 | # pdm 105 | # Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. 106 | #pdm.lock 107 | # pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it 108 | # in version control. 109 | # https://pdm-project.org/#use-with-ide 110 | .pdm.toml 111 | .pdm-python 112 | .pdm-build/ 113 | 114 | # PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm 115 | __pypackages__/ 116 | 117 | # Celery stuff 118 | celerybeat-schedule 119 | celerybeat.pid 120 | 121 | # SageMath parsed files 122 | *.sage.py 123 | 124 | # Environments 125 | .env 126 | .venv 127 | env/ 128 | venv/ 129 | ENV/ 130 | env.bak/ 131 | venv.bak/ 132 | 133 | # Spyder project settings 134 | .spyderproject 135 | .spyproject 136 | 137 | # Rope project settings 138 | .ropeproject 139 | 140 | # mkdocs documentation 141 | /site 142 | 143 | # mypy 144 | .mypy_cache/ 145 | .dmypy.json 146 | dmypy.json 147 | 148 | # Pyre type checker 149 | .pyre/ 150 | 151 | # pytype static type analyzer 152 | .pytype/ 153 | 154 | # Cython debug symbols 155 | cython_debug/ 156 | 157 | # PyCharm 158 | # JetBrains specific template is maintained in a separate JetBrains.gitignore that can 159 | # be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore 160 | # and can be added to the global gitignore or merged into this file. 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We also recommend that a 185 | file or class name and description of purpose be included on the 186 | same "printed page" as the copyright notice for easier 187 | identification within third-party archives. 188 | 189 | Copyright 2024 Maximilian Wessendorf 190 | 191 | Licensed under the Apache License, Version 2.0 (the "License"); 192 | you may not use this file except in compliance with the License. 193 | You may obtain a copy of the License at 194 | 195 | http://www.apache.org/licenses/LICENSE-2.0 196 | 197 | Unless required by applicable law or agreed to in writing, software 198 | distributed under the License is distributed on an "AS IS" BASIS, 199 | WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 200 | See the License for the specific language governing permissions and 201 | limitations under the License. 202 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Gemini 2.0 Computer Use 2 | 3 | ## Setup 4 | 5 | This project uses PDM to manage Python dependencies. Find installation instructions here: https://pdm-project.org/en/latest/. 6 | 7 | 8 | ### Step 1 9 | 10 | Clone the project repository and install dependencies with: 11 | 12 | ```shell 13 | git clone https://github.com/maxi-w/gemini-computer-use.git 14 | cd gemini-computer-use 15 | pdm install 16 | ``` 17 | 18 | ### Step 2 19 | 20 | Set an environment variable with your GOOGLE_API_KEY to use Gemini: 21 | 22 | ```shell 23 | export GOOGLE_API_KEY=YOUR_API_KEY 24 | ``` 25 | 26 | ### Step 3 27 | 28 | Run your computer agent with a goal: 29 | 30 | ```shell 31 | pdm run start "search for cat images with google" 32 | ``` 33 | 34 | ## Roadmap 35 | 36 | - [x] Simple implementation of screenshot understanding and computer tool use. 37 | - [ ] Improve structure of actions e.g. with JSON mode. 38 | - [ ] Checkout tool use as in Gemini SDK [Docs](https://ai.google.dev/gemini-api/docs/models/gemini-v2#improved-tools). 39 | - [ ] Improve prompt to prevent some unwanted behaviours. 40 | - [ ] Explore different grounding info formats (2d box vs point, order of coordinates, scaling). 41 | - [ ] Make the agent decide when it's done with the task. 42 | - [ ] Explore Multimodal Live API for screen input [Docs](https://ai.google.dev/gemini-api/docs/models/gemini-v2#live-api) 43 | 44 | **Note:** Feel free to open an issue to discuss improvements. -------------------------------------------------------------------------------- /pdm.lock: -------------------------------------------------------------------------------- 1 | # This file is @generated by PDM. 2 | # It is not intended for manual editing. 3 | 4 | [metadata] 5 | groups = ["default"] 6 | strategy = ["inherit_metadata"] 7 | lock_version = "4.5.0" 8 | content_hash = "sha256:bd8e211c52762f1f4916828e53f2239c45d876e11c9dc1ad3ab8636c79280146" 9 | 10 | [[metadata.targets]] 11 | requires_python = ">=3.10" 12 | 13 | [[package]] 14 | name = "annotated-types" 15 | version = "0.7.0" 16 | requires_python = ">=3.8" 17 | summary = "Reusable constraint types to use with typing.Annotated" 18 | groups = ["default"] 19 | dependencies = [ 20 | "typing-extensions>=4.0.0; python_version < \"3.9\"", 21 | ] 22 | files = [ 23 | {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"}, 24 | {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"}, 25 | ] 26 | 27 | [[package]] 28 | name = "cachetools" 29 | version = "5.5.0" 30 | requires_python = ">=3.7" 31 | summary = "Extensible memoizing collections and decorators" 32 | groups = ["default"] 33 | files = [ 34 | {file = "cachetools-5.5.0-py3-none-any.whl", hash = "sha256:02134e8439cdc2ffb62023ce1debca2944c3f289d66bb17ead3ab3dede74b292"}, 35 | {file = "cachetools-5.5.0.tar.gz", hash = "sha256:2cc24fb4cbe39633fb7badd9db9ca6295d766d9c2995f245725a46715d050f2a"}, 36 | ] 37 | 38 | [[package]] 39 | name = "certifi" 40 | version = "2024.8.30" 41 | requires_python = ">=3.6" 42 | summary = "Python package for providing Mozilla's CA Bundle." 43 | groups = ["default"] 44 | files = [ 45 | {file = "certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"}, 46 | {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"}, 47 | ] 48 | 49 | [[package]] 50 | name = "charset-normalizer" 51 | version = "3.4.0" 52 | requires_python = ">=3.7.0" 53 | summary = "The Real First Universal Charset Detector. 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for PDM package" 5 | authors = [ 6 | {name = "Maximilian Wessendorf", email = "maxi-git@outlook.de"}, 7 | ] 8 | dependencies = ["google-genai>=0.2.0", "pyautogui>=0.9.54"] 9 | requires-python = ">=3.10" 10 | readme = "README.md" 11 | license = {text = "Apache-2.0"} 12 | 13 | 14 | [tool.pdm] 15 | distribution = false 16 | 17 | [tool.pdm.scripts] 18 | start = {call = "src.gemini_computer_use.main:main"} 19 | -------------------------------------------------------------------------------- /src/gemini_computer_use/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxi-w/gemini-computer-use/a04551cdd70412edb6c4543a2b2a89d5df5b3518/src/gemini_computer_use/__init__.py -------------------------------------------------------------------------------- /src/gemini_computer_use/main.py: -------------------------------------------------------------------------------- 1 | import pyautogui 2 | import re 3 | import sys 4 | import time 5 | 6 | from google import genai 7 | from .tools import ComputerTool 8 | 9 | 10 | def main(): 11 | assert len(sys.argv) > 1, "You need to provide an instruction for the agent with your start command." 12 | goal = sys.argv[1] 13 | print(goal) 14 | time.sleep(1) 15 | 16 | client = genai.Client() 17 | computer = ComputerTool() 18 | 19 | #search Use this to use the MacOS Spotlight search for opening tools like browsers which is more reliable than clicking. 20 | #"name of the tool" Use this to use the MacOS Spotlight search for opening tools like browsers which is more reliable than clicking. 21 | 22 | prompt = """ 23 | You are an assistant to control my computer. 24 | Please help me to complete the goal I provide you. 25 | You don't have an option to ask questions as the user can only provide one initial goal. Try to compelete with the most reasonable option in case not sure. 26 | If there already is an application opened that would help with the task use it instead of opening another one. 27 | 28 | You can use a set of tools to complete the task. Every message can contain only one such tool. 29 | If you want to type and press enter you should first only type and than press enter later after you got feedback on the typing. 30 | Use this to ask for a screenshot. 31 | ymin, xmin, ymax, xmax Use this and provide a bounding box of the target element in [ymin, xmin, ymax, xmax] format. Coordinates are normalized between 0 and 1000. 32 | the text you want to type Use this to provide a text you want to type on the keyboard. Only use it after you selected a textfield in which you can type. 33 | a keyboard key Use this to press a keyboard key. 34 | 35 | The follwoing are valid keyboard keys you could press: 36 | ['\t', '\n', '\r', ' ', '!', '"', '#', '$', '%', '&', "'", '(', 37 | ')', '*', '+', ',', '-', '.', '/', '0', '1', '2', '3', '4', '5', '6', '7', 38 | '8', '9', ':', ';', '<', '=', '>', '?', '@', '[', '\\', ']', '^', '_', '`', 39 | 'a', 'b', 'c', 'd', 'e','f', 'g', 'h', 'i', 'j', 'k', 'l', 'm', 'n', 'o', 40 | 'p', 'q', 'r', 's', 't', 'u', 'v', 'w', 'x', 'y', 'z', '{', '|', '}', '~', 41 | 'accept', 'add', 'alt', 'altleft', 'altright', 'apps', 'backspace', 42 | 'browserback', 'browserfavorites', 'browserforward', 'browserhome', 43 | 'browserrefresh', 'browsersearch', 'browserstop', 'capslock', 'clear', 44 | 'convert', 'ctrl', 'ctrlleft', 'ctrlright', 'decimal', 'del', 'delete', 45 | 'divide', 'down', 'end', 'enter', 'esc', 'escape', 'execute', 'f1', 'f10', 46 | 'f11', 'f12', 'f13', 'f14', 'f15', 'f16', 'f17', 'f18', 'f19', 'f2', 'f20', 47 | 'f21', 'f22', 'f23', 'f24', 'f3', 'f4', 'f5', 'f6', 'f7', 'f8', 'f9', 48 | 'final', 'fn', 'hanguel', 'hangul', 'hanja', 'help', 'home', 'insert', 'junja', 49 | 'kana', 'kanji', 'launchapp1', 'launchapp2', 'launchmail', 50 | 'launchmediaselect', 'left', 'modechange', 'multiply', 'nexttrack', 51 | 'nonconvert', 'num0', 'num1', 'num2', 'num3', 'num4', 'num5', 'num6', 52 | 'num7', 'num8', 'num9', 'numlock', 'pagedown', 'pageup', 'pause', 'pgdn', 53 | 'pgup', 'playpause', 'prevtrack', 'print', 'printscreen', 'prntscrn', 54 | 'prtsc', 'prtscr', 'return', 'right', 'scrolllock', 'select', 'separator', 55 | 'shift', 'shiftleft', 'shiftright', 'sleep', 'space', 'stop', 'subtract', 'tab', 56 | 'up', 'volumedown', 'volumemute', 'volumeup', 'win', 'winleft', 'winright', 'yen', 57 | 'command', 'option', 'optionleft', 'optionright'] 58 | """ 59 | 60 | screen_width, screen_height = computer.take_screenshot().size 61 | click_width, click_height = pyautogui.size() 62 | 63 | print(screen_width, screen_height) 64 | print(click_width, click_height) 65 | prompt += f"\nGoal: {goal}" 66 | 67 | messages = [prompt] 68 | for i in range(5): 69 | response = client.models.generate_content( 70 | model='gemini-2.0-flash-exp', contents=messages 71 | ) 72 | 73 | if "" in response.text: 74 | print(response.text) 75 | messages.append(computer.take_screenshot()) 76 | continue 77 | 78 | if "" in response.text: 79 | print(response.text) 80 | match = re.search(r'(\d+),\s*(\d+),\s*(\d+),\s*(\d+)', response.text) 81 | if match: 82 | #xmin, ymin, xmax, ymax = map(int, match.groups()) 83 | ymin, xmin, ymax, xmax = map(int, match.groups()) 84 | xmin = int((xmin / 1000) * screen_width) 85 | ymin = int((ymin / 1000) * screen_height) 86 | xmax = int((xmax / 1000) * screen_width) 87 | ymax = int((ymax / 1000) * screen_height) 88 | 89 | ymin = (ymin * (click_height / screen_height)) 90 | xmin = (xmin * (click_width / screen_width)) 91 | ymax = (ymax * (click_height / screen_height)) 92 | xmax = (xmax * (click_width / screen_width)) 93 | 94 | x = (xmin + xmax) // 2 95 | y = (ymin + ymax) // 2 96 | computer.click(x, y) 97 | messages.append(f"Successfully clicked {x}, {y}. The next Screenshot shows the state after the loading. Please verify whether the mouse hit the target element.") 98 | time.sleep(1) 99 | messages.append(computer.take_screenshot()) 100 | continue 101 | else: 102 | print(f"error when trying to parse click coordinates from {response.text}") 103 | break 104 | 105 | if "spotlight" in response.text: 106 | print(response.text) 107 | pattern = r"(.*?)" 108 | match = re.search(pattern, response.text) 109 | result = match.group(1) if match else None 110 | if result is not None: 111 | computer.open_spotlight(result) 112 | messages.append(f"Opened {result} with spotlight.") 113 | time.sleep(1) 114 | messages.append(computer.take_screenshot()) 115 | continue 116 | else: 117 | print(f"error when using spotlight with {response.text}") 118 | break 119 | 120 | if "type" in response.text: 121 | print(response.text) 122 | pattern = r"(.*?)" 123 | match = re.search(pattern, response.text) 124 | result = match.group(1) if match else None 125 | if result is not None: 126 | computer.typewrite(result) 127 | messages.append(f"Typed {result} on the keyboard.") 128 | time.sleep(0.5) 129 | messages.append(computer.take_screenshot()) 130 | continue 131 | else: 132 | print(f"error when trying to type {response.text}") 133 | break 134 | 135 | if "key" in response.text: 136 | print(response.text) 137 | pattern = r"(.*?)" 138 | match = re.search(pattern, response.text) 139 | result = match.group(1) if match else None 140 | if result is not None: 141 | computer.press_key(result) 142 | messages.append(f"Pressed {result} on the keyboard.") 143 | time.sleep(1) 144 | messages.append(computer.take_screenshot()) 145 | continue 146 | else: 147 | print(f"error when trying to press {response.text}") 148 | break 149 | 150 | print(response.text) 151 | break 152 | -------------------------------------------------------------------------------- /src/gemini_computer_use/tools.py: -------------------------------------------------------------------------------- 1 | import pyautogui 2 | 3 | 4 | class ComputerTool: 5 | def __init__(self) -> None: 6 | pass 7 | 8 | def take_screenshot(self): 9 | img = pyautogui.screenshot() 10 | return img 11 | 12 | def click(self, x, y): 13 | pyautogui.moveTo(x, y, 2) 14 | pyautogui.click(button="left") 15 | 16 | def open_spotlight(self, search: str): 17 | pyautogui.keyDown("command") 18 | pyautogui.press("space") 19 | pyautogui.keyUp("command") 20 | pyautogui.typewrite(search) 21 | pyautogui.press("enter") 22 | 23 | def typewrite(self, text: str): 24 | pyautogui.typewrite(text) 25 | 26 | def press_key(self, name: str): 27 | pyautogui.press(name) 28 | -------------------------------------------------------------------------------- /tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxi-w/gemini-computer-use/a04551cdd70412edb6c4543a2b2a89d5df5b3518/tests/__init__.py --------------------------------------------------------------------------------