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Add support for a local multimodal LLM running on vllm #14

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Add support for a local multimodal LLM running on vllm #14

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13 changes: 9 additions & 4 deletions python/examples/google.py
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Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
from seleniumbase import get_driver
from cerebellum import AnthropicPlanner, BrowserAgent, BrowserAgentOptions, pause_for_input
from cerebellum import vLLMPlanner, vLLMPlannerOptions, BrowserAgent, BrowserAgentOptions, pause_for_input

def main():
driver = get_driver()
Expand All @@ -11,15 +11,20 @@ def main():
# Define your goal
goal = "Show me the wikipedia page of the creator of Bitcoin"

options = vLLMPlannerOptions(
model="Qwen2-VL-7B-Instruct",
server="http://localhost:8000",
debug_image_path='debug.png'
)

# Create the Cerebellum browser agent
planner = AnthropicPlanner()
planner = vLLMPlanner(options)

options = BrowserAgentOptions(pause_after_each_action=True)

agent = BrowserAgent(driver, planner, goal, options)
agent.pause_after_each_action = False

pause_for_input()
# pause_for_input()
# Have Cerebellum takeover website navigation
agent.start()

Expand Down
1 change: 1 addition & 0 deletions python/src/cerebellum/__init__.py
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Original file line number Diff line number Diff line change
@@ -1,3 +1,4 @@
from .browser import *
from .utils import *
from .planners.anthropic import *
from .planners.vllm import vLLMPlannerOptions, vLLMPlanner
22 changes: 22 additions & 0 deletions python/src/cerebellum/browser.py
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Original file line number Diff line number Diff line change
Expand Up @@ -81,6 +81,7 @@ class BrowserState:
scrollbar: ScrollBar
tabs: list[BrowserTab]
active_tab: str
active_element: Union[tuple[Coordinate, Coordinate], None]
mouse: Coordinate


Expand Down Expand Up @@ -256,13 +257,34 @@ def get_state(self) -> BrowserState:
# Switch back to the original active tab
self.driver.switch_to.window(current_tab)

# Get active element and its bounding box
active_element: tuple[Coordinate, Coordinate] | None = None

try:
element = self.driver.switch_to.active_element
if element and element.tag_name not in ["body", "iframe", "frame", "document"]:
rect = self.driver.execute_script(
"return arguments[0].getBoundingClientRect();",
element
)
print(rect)
active_element = (
Coordinate(x=rect["x"], y=rect["y"]),
Coordinate(x=rect["width"], y=rect["height"])
)
except:
pass

print(active_element)

return BrowserState(
screenshot=screenshot,
height=viewport["y"],
width=viewport["x"],
scrollbar=scroll_position,
tabs=browser_tabs,
active_tab=current_tab,
active_element=active_element,
mouse=mouse_position,
)

Expand Down
22 changes: 1 addition & 21 deletions python/src/cerebellum/planners/anthropic.py
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Original file line number Diff line number Diff line change
Expand Up @@ -38,27 +38,7 @@
ScrollBar,
)
from PIL import Image


@dataclass(frozen=True)
class ScalingRatio:
ratio_x: float
ratio_y: float
old_size: Coordinate
new_size: Coordinate


@dataclass(frozen=False)
class MsgOptions:
mouse_position: bool
screenshot: bool
tabs: bool


# Base64 encoded cursor image
CURSOR_64 = "iVBORw0KGgoAAAANSUhEUgAAAAoAAAAQCAYAAAAvf+5AAAAAw3pUWHRSYXcgcHJvZmlsZSB0eXBlIGV4aWYAAHjabVBRDsMgCP33FDuC8ijF49i1S3aDHX9YcLFLX+ITeOSJpOPzfqVHBxVOvKwqVSQbuHKlZoFmRzu5ZD55rvX8Uk9Dz2Ql2A1PVaJ/1MvPwK9m0TIZ6TOE7SpUDn/9M4qH0CciC/YwqmEEcqGEQYsvSNV1/sJ25CvUTxqBjzGJU86rbW9f7B0QHSjIxoD6AOiHE1oXjAlqjQVyxmTMkJjEFnK3p4H0BSRiWUv/cuYLAAABhWlDQ1BJQ0MgcHJvZmlsZQAAeJx9kT1Iw0AYht+2SqVUHCwo0iFD1cWCqIijVqEIFUKt0KqDyaV/0KQhSXFxFFwLDv4sVh1cnHV1cBUEwR8QZwcnRRcp8buk0CLGg7t7eO97X+6+A/yNClPNrnFA1SwjnUwI2dyqEHxFCFEM0DoqMVOfE8UUPMfXPXx8v4vzLO+6P0evkjcZ4BOIZ5luWMQbxNObls55nzjCSpJCfE48ZtAFiR+5Lrv8xrnosJ9nRoxMep44QiwUO1juYFYyVOIp4piiapTvz7qscN7irFZqrHVP/sJwXltZ5jrNKJJYxBJECJBRQxkVWIjTrpFiIk3nCQ//kOMXySWTqwxGjgVUoUJy/OB/8Lu3ZmFywk0KJ4DuF9v+GAaCu0Czbtvfx7bdPAECz8CV1vZXG8DMJ+n1thY7Avq2gYvrtibvAZc7wOCTLhmSIwVo+gsF4P2MvikH9N8CoTW3b61znD4AGepV6gY4OARGipS97vHuns6+/VvT6t8Ph1lyr0hzlCAAAA14aVRYdFhNTDpjb20uYWRvYmUueG1wAAAAAAA8P3hwYWNrZXQgYmVnaW49Iu+7vyIgaWQ9Ilc1TTBNcENlaGlIenJlU3pOVGN6a2M5ZCI/Pgo8eDp4bXBtZXRhIHhtbG5zOng9ImFkb2JlOm5zOm1ldGEvIiB4OnhtcHRrPSJYTVAgQ29yZSA0LjQuMC1FeGl2MiI+CiA8cmRmOlJERiB4bWxuczpyZGY9Imh0dHA6Ly93d3cudzMub3JnLzE5OTkvMDIvMjItcmRmLXN5bnRheC1ucyMiPgogIDxyZGY6RGVzY3JpcHRpb24gcmRmOmFib3V0PSIiCiAgICB4bWxuczp4bXBNTT0iaHR0cDovL25zLmFkb2JlLmNvbS94YXAvMS4wL21tLyIKICAgIHhtbG5zOnN0RXZ0PSJodHRwOi8vbnMuYWRvYmUuY29tL3hhcC8xLjAvc1R5cGUvUmVzb3VyY2VFdmVudCMiCiAgICB4bWxuczpkYz0iaHR0cDovL3B1cmwub3JnL2RjL2VsZW1lbnRzLzEuMS8iCiAgICB4bWxuczpHSU1QPSJodHRwOi8vd3d3LmdpbXAub3JnL3htcC8iCiAgICB4bWxuczp0aWZmPSJodHRwOi8vbnMuYWRvYmUuY29tL3RpZmYvMS4wLyIKICAgIHhtbG5zOnhtcD0iaHR0cDovL25zLmFkb2JlLmNvbS94YXAvMS4wLyIKICAgeG1wTU06RG9jdW1lbnRJRD0iZ2ltcDpkb2NpZDpnaW1wOjFiYzFkZjE3LWM5YmMtNGYzZi1hMmEzLTlmODkyNWNiZjY4OSIKICAgeG1wTU06SW5zdGFuY2VJRD0ieG1wLmlpZDo4YTUyMWJhMC00YmNlLTQzZWEtYjgyYS04ZGM2MTBjYmZlOTgiCiAgIHhtcE1NOk9yaWdpbmFsRG9jdW1lbnRJRD0ieG1wLmRpZDplODQ3ZjUxNC00MWVlLTQ2ZjYtOTllNC1kNjI3MjMxMjhlZTIiCiAgIGRjOkZvcm1hdD0iaW1hZ2UvcG5nIgogICBHSU1QOkFQST0iMi4wIgogICBHSU1QOlBsYXRmb3JtPSJMaW51eCIKICAgR0lNUDpUaW1lU3RhbXA9IjE3MzAxNTc3NjY5MTI3ODciCiAgIEdJTVA6VmVyc2lvbj0iMi4xMC4zOCIKICAgdGlmZjpPcmllbnRhdGlvbj0iMSIKICAgeG1wOkNyZWF0b3JUb29sPSJHSU1QIDIuMTAiCiAgIHhtcDpNZXRhZGF0YURhdGU9IjIwMjQ6MTA6MjhUMTY6MjI6NDYtMDc6MDAiCiAgIHhtcDpNb2RpZnlEYXRlPSIyMDI0OjEwOjI4VDE2OjIyOjQ2LTA3OjAwIj4KICAgPHhtcE1NOkhpc3Rvcnk+CiAgICA8cmRmOlNlcT4KICAgICA8cmRmOmxpCiAgICAgIHN0RXZ0OmFjdGlvbj0ic2F2ZWQiCiAgICAgIHN0RXZ0OmNoYW5nZWQ9Ii8iCiAgICAgIHN0RXZ0Omluc3RhbmNlSUQ9InhtcC5paWQ6ZTVjOTM2ZDYtYjMzYi00NzM4LTlhNWUtYjM3YTA5MzdjZDAxIgogICAgICBzdEV2dDpzb2Z0d2FyZUFnZW50PSJHaW1wIDIuMTAgKExpbnV4KSIKICAgICAgc3RFdnQ6d2hlbj0iMjAyNC0xMC0yOFQxNjoyMjo0Ni0wNzowMCIvPgogICAgPC9yZGY6U2VxPgogICA8L3htcE1NOkhpc3Rvcnk+CiAgPC9yZGY6RGVzY3JpcHRpb24+CiA8L3JkZjpSREY+CjwveDp4bXBtZXRhPgogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgCjw/eHBhY2tldCBlbmQ9InciPz5/5aQ8AAAABmJLR0QAcgByAAAtJLTuAAAACXBIWXMAAABZAAAAWQGqnamGAAAAB3RJTUUH6AocFxYuv5vOJAAAAHhJREFUKM+NzzEOQXEMB+DPYDY5iEVMIpzDfRxC3mZyBK7gChZnELGohaR58f7a7dd8bVq4YaVQgTvWFVjCUcXxA28qcBBHFUcVRwWPPuFfXVsbt0PPnLBL+dKHL+wxxhSPhBcZznuDXYKH1uGzBJ+YtPAZRyy/jTd7qEoydWUQ7QAAAABJRU5ErkJggg=="
CURSOR_BYTES = base64.b64decode(CURSOR_64)

from cerebellum.planners.shared import CURSOR_BYTES, MsgOptions, ScalingRatio

@dataclass(frozen=True)
class AnthropicPlannerOptions:
Expand Down
22 changes: 22 additions & 0 deletions python/src/cerebellum/planners/shared.py
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Original file line number Diff line number Diff line change
@@ -0,0 +1,22 @@
import base64
from dataclasses import dataclass

from cerebellum.browser import Coordinate

# Base64 encoded cursor image
CURSOR_64 = "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"
CURSOR_BYTES = base64.b64decode(CURSOR_64)

@dataclass(frozen=True)
class ScalingRatio:
ratio_x: float
ratio_y: float
old_size: Coordinate
new_size: Coordinate


@dataclass(frozen=False)
class MsgOptions:
mouse_position: bool
screenshot: bool
tabs: bool
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