├── .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. For a more nuclear
161 | # option (not recommended) you can uncomment the following to ignore the entire idea folder.
162 | #.idea/
163 |
164 | .DS_Store
165 |
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/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:
--------------------------------------------------------------------------------
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2 | # It is not intended for manual editing.
3 |
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6 | strategy = ["inherit_metadata"]
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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"
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26 |
27 | [[package]]
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30 | requires_python = ">=3.7"
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651 |
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/pyproject.toml:
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1 | [project]
2 | name = "gemini-computer-use"
3 | version = "0.1.0"
4 | description = "Default template 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 |
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/src/gemini_computer_use/__init__.py:
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https://raw.githubusercontent.com/maxi-w/gemini-computer-use/a04551cdd70412edb6c4543a2b2a89d5df5b3518/src/gemini_computer_use/__init__.py
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/src/gemini_computer_use/main.py:
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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 |
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/src/gemini_computer_use/tools.py:
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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 |
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/tests/__init__.py:
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https://raw.githubusercontent.com/maxi-w/gemini-computer-use/a04551cdd70412edb6c4543a2b2a89d5df5b3518/tests/__init__.py
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