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from browsergym.core.action.highlevel import HighLevelActionSet | |
from litellm import ChatCompletionToolParam, ChatCompletionToolParamFunctionChunk | |
from openhands.llm.tool_names import BROWSER_TOOL_NAME | |
# from browsergym/core/action/highlevel.py | |
_browser_action_space = HighLevelActionSet( | |
subsets=['bid', 'nav'], | |
strict=False, # less strict on the parsing of the actions | |
multiaction=True, # enable to agent to take multiple actions at once | |
) | |
_BROWSER_DESCRIPTION = """Interact with the browser using Python code. Use it ONLY when you need to interact with a webpage. | |
See the description of "code" parameter for more details. | |
Multiple actions can be provided at once, but will be executed sequentially without any feedback from the page. | |
More than 2-3 actions usually leads to failure or unexpected behavior. Example: | |
fill('a12', 'example with "quotes"') | |
click('a51') | |
click('48', button='middle', modifiers=['Shift']) | |
You can also use the browser to view pdf, png, jpg files. | |
You should first check the content of /tmp/oh-server-url to get the server url, and then use it to view the file by `goto("{server_url}/view?path={absolute_file_path}")`. | |
For example: `goto("http://localhost:8000/view?path=/workspace/test_document.pdf")` | |
Note: The file should be downloaded to the local machine first before using the browser to view it. | |
""" | |
_BROWSER_TOOL_DESCRIPTION = """ | |
The following 15 functions are available. Nothing else is supported. | |
goto(url: str) | |
Description: Navigate to a url. | |
Examples: | |
goto('http://www.example.com') | |
go_back() | |
Description: Navigate to the previous page in history. | |
Examples: | |
go_back() | |
go_forward() | |
Description: Navigate to the next page in history. | |
Examples: | |
go_forward() | |
noop(wait_ms: float = 1000) | |
Description: Do nothing, and optionally wait for the given time (in milliseconds). | |
You can use this to get the current page content and/or wait for the page to load. | |
Examples: | |
noop() | |
noop(500) | |
scroll(delta_x: float, delta_y: float) | |
Description: Scroll horizontally and vertically. Amounts in pixels, positive for right or down scrolling, negative for left or up scrolling. Dispatches a wheel event. | |
Examples: | |
scroll(0, 200) | |
scroll(-50.2, -100.5) | |
fill(bid: str, value: str) | |
Description: Fill out a form field. It focuses the element and triggers an input event with the entered text. It works for <input>, <textarea> and [contenteditable] elements. | |
Examples: | |
fill('237', 'example value') | |
fill('45', 'multi-line\nexample') | |
fill('a12', 'example with "quotes"') | |
select_option(bid: str, options: str | list[str]) | |
Description: Select one or multiple options in a <select> element. You can specify option value or label to select. Multiple options can be selected. | |
Examples: | |
select_option('a48', 'blue') | |
select_option('c48', ['red', 'green', 'blue']) | |
click(bid: str, button: Literal['left', 'middle', 'right'] = 'left', modifiers: list[typing.Literal['Alt', 'Control', 'ControlOrMeta', 'Meta', 'Shift']] = []) | |
Description: Click an element. | |
Examples: | |
click('a51') | |
click('b22', button='right') | |
click('48', button='middle', modifiers=['Shift']) | |
dblclick(bid: str, button: Literal['left', 'middle', 'right'] = 'left', modifiers: list[typing.Literal['Alt', 'Control', 'ControlOrMeta', 'Meta', 'Shift']] = []) | |
Description: Double click an element. | |
Examples: | |
dblclick('12') | |
dblclick('ca42', button='right') | |
dblclick('178', button='middle', modifiers=['Shift']) | |
hover(bid: str) | |
Description: Hover over an element. | |
Examples: | |
hover('b8') | |
press(bid: str, key_comb: str) | |
Description: Focus the matching element and press a combination of keys. It accepts the logical key names that are emitted in the keyboardEvent.key property of the keyboard events: Backquote, Minus, Equal, Backslash, Backspace, Tab, Delete, Escape, ArrowDown, End, Enter, Home, Insert, PageDown, PageUp, ArrowRight, ArrowUp, F1 - F12, Digit0 - Digit9, KeyA - KeyZ, etc. You can alternatively specify a single character you'd like to produce such as "a" or "#". Following modification shortcuts are also supported: Shift, Control, Alt, Meta, ShiftLeft, ControlOrMeta. ControlOrMeta resolves to Control on Windows and Linux and to Meta on macOS. | |
Examples: | |
press('88', 'Backspace') | |
press('a26', 'ControlOrMeta+a') | |
press('a61', 'Meta+Shift+t') | |
focus(bid: str) | |
Description: Focus the matching element. | |
Examples: | |
focus('b455') | |
clear(bid: str) | |
Description: Clear the input field. | |
Examples: | |
clear('996') | |
drag_and_drop(from_bid: str, to_bid: str) | |
Description: Perform a drag & drop. Hover the element that will be dragged. Press left mouse button. Move mouse to the element that will receive the drop. Release left mouse button. | |
Examples: | |
drag_and_drop('56', '498') | |
upload_file(bid: str, file: str | list[str]) | |
Description: Click an element and wait for a "filechooser" event, then select one or multiple input files for upload. Relative file paths are resolved relative to the current working directory. An empty list clears the selected files. | |
Examples: | |
upload_file('572', '/home/user/my_receipt.pdf') | |
upload_file('63', ['/home/bob/Documents/image.jpg', '/home/bob/Documents/file.zip']) | |
""" | |
for _, action in _browser_action_space.action_set.items(): | |
assert action.signature in _BROWSER_TOOL_DESCRIPTION, ( | |
f'Browser description mismatch. Please double check if the BrowserGym updated their action space.\n\nAction: {action.signature}' | |
) | |
assert action.description in _BROWSER_TOOL_DESCRIPTION, ( | |
f'Browser description mismatch. Please double check if the BrowserGym updated their action space.\n\nAction: {action.description}' | |
) | |
BrowserTool = ChatCompletionToolParam( | |
type='function', | |
function=ChatCompletionToolParamFunctionChunk( | |
name=BROWSER_TOOL_NAME, | |
description=_BROWSER_DESCRIPTION, | |
parameters={ | |
'type': 'object', | |
'properties': { | |
'code': { | |
'type': 'string', | |
'description': ( | |
'The Python code that interacts with the browser.\n' | |
+ _BROWSER_TOOL_DESCRIPTION | |
), | |
} | |
}, | |
'required': ['code'], | |
}, | |
), | |
) | |