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import traceback
import json
from agentpress.tool import ToolResult, openapi_schema, xml_schema
from agentpress.thread_manager import ThreadManager
from sandbox.sandbox import SandboxToolsBase, Sandbox
from utils.logger import logger
class SandboxBrowserTool(SandboxToolsBase):
"""Tool for executing tasks in a Daytona sandbox with browser-use capabilities."""
def __init__(self, project_id: str, thread_id: str, thread_manager: ThreadManager):
super().__init__(project_id, thread_manager)
self.thread_id = thread_id
async def _execute_browser_action(self, endpoint: str, params: dict = None, method: str = "POST") -> ToolResult:
"""Execute a browser automation action through the API
Args:
endpoint (str): The API endpoint to call
params (dict, optional): Parameters to send. Defaults to None.
method (str, optional): HTTP method to use. Defaults to "POST".
Returns:
ToolResult: Result of the execution
"""
try:
# Ensure sandbox is initialized
await self._ensure_sandbox()
# Build the curl command
url = f"http://localhost:8002/api/automation/{endpoint}"
if method == "GET" and params:
query_params = "&".join([f"{k}={v}" for k, v in params.items()])
url = f"{url}?{query_params}"
curl_cmd = f"curl -s -X {method} '{url}' -H 'Content-Type: application/json'"
else:
curl_cmd = f"curl -s -X {method} '{url}' -H 'Content-Type: application/json'"
if params:
json_data = json.dumps(params)
curl_cmd += f" -d '{json_data}'"
logger.debug("\033[95mExecuting curl command:\033[0m")
logger.debug(f"{curl_cmd}")
response = self.sandbox.process.exec(curl_cmd, timeout=30)
if response.exit_code == 0:
try:
result = json.loads(response.result)
if not "content" in result:
result["content"] = ""
if not "role" in result:
result["role"] = "assistant"
logger.info("Browser automation request completed successfully")
# Add full result to thread messages for state tracking
added_message = await self.thread_manager.add_message(
thread_id=self.thread_id,
type="browser_state",
content=result,
is_llm_message=False
)
# Return tool-specific success response
success_response = {
"success": True,
"message": result.get("message", "Browser action completed successfully")
}
# Add message ID if available
if added_message and 'message_id' in added_message:
success_response['message_id'] = added_message['message_id']
# Add relevant browser-specific info
if result.get("url"):
success_response["url"] = result["url"]
if result.get("title"):
success_response["title"] = result["title"]
if result.get("element_count"):
success_response["elements_found"] = result["element_count"]
if result.get("pixels_below"):
success_response["scrollable_content"] = result["pixels_below"] > 0
# Add OCR text when available
if result.get("ocr_text"):
success_response["ocr_text"] = result["ocr_text"]
return self.success_response(success_response)
except json.JSONDecodeError as e:
logger.error(f"Failed to parse response JSON: {response.result} {e}")
return self.fail_response(f"Failed to parse response JSON: {response.result} {e}")
else:
logger.error(f"Browser automation request failed 2: {response}")
return self.fail_response(f"Browser automation request failed 2: {response}")
except Exception as e:
logger.error(f"Error executing browser action: {e}")
logger.debug(traceback.format_exc())
return self.fail_response(f"Error executing browser action: {e}")
@openapi_schema({
"type": "function",
"function": {
"name": "browser_navigate_to",
"description": "Navigate to a specific url",
"parameters": {
"type": "object",
"properties": {
"url": {
"type": "string",
"description": "The url to navigate to"
}
},
"required": ["url"]
}
}
})
@xml_schema(
tag_name="browser-navigate-to",
mappings=[
{"param_name": "url", "node_type": "content", "path": "."}
],
example='''
<browser-navigate-to>
https://example.com
</browser-navigate-to>
'''
)
async def browser_navigate_to(self, url: str) -> ToolResult:
"""Navigate to a specific url
Args:
url (str): The url to navigate to
Returns:
dict: Result of the execution
"""
return await self._execute_browser_action("navigate_to", {"url": url})
# @openapi_schema({
# "type": "function",
# "function": {
# "name": "browser_search_google",
# "description": "Search Google with the provided query",
# "parameters": {
# "type": "object",
# "properties": {
# "query": {
# "type": "string",
# "description": "The search query to use"
# }
# },
# "required": ["query"]
# }
# }
# })
# @xml_schema(
# tag_name="browser-search-google",
# mappings=[
# {"param_name": "query", "node_type": "content", "path": "."}
# ],
# example='''
# <browser-search-google>
# artificial intelligence news
# </browser-search-google>
# '''
# )
# async def browser_search_google(self, query: str) -> ToolResult:
# """Search Google with the provided query
# Args:
# query (str): The search query to use
# Returns:
# dict: Result of the execution
# """
# logger.debug(f"\033[95mSearching Google for: {query}\033[0m")
# return await self._execute_browser_action("search_google", {"query": query})
@openapi_schema({
"type": "function",
"function": {
"name": "browser_go_back",
"description": "Navigate back in browser history",
"parameters": {
"type": "object",
"properties": {}
}
}
})
@xml_schema(
tag_name="browser-go-back",
mappings=[],
example='''
<browser-go-back></browser-go-back>
'''
)
async def browser_go_back(self) -> ToolResult:
"""Navigate back in browser history
Returns:
dict: Result of the execution
"""
logger.debug(f"\033[95mNavigating back in browser history\033[0m")
return await self._execute_browser_action("go_back", {})
@openapi_schema({
"type": "function",
"function": {
"name": "browser_wait",
"description": "Wait for the specified number of seconds",
"parameters": {
"type": "object",
"properties": {
"seconds": {
"type": "integer",
"description": "Number of seconds to wait (default: 3)"
}
}
}
}
})
@xml_schema(
tag_name="browser-wait",
mappings=[
{"param_name": "seconds", "node_type": "content", "path": "."}
],
example='''
<browser-wait>
5
</browser-wait>
'''
)
async def browser_wait(self, seconds: int = 3) -> ToolResult:
"""Wait for the specified number of seconds
Args:
seconds (int, optional): Number of seconds to wait. Defaults to 3.
Returns:
dict: Result of the execution
"""
logger.debug(f"\033[95mWaiting for {seconds} seconds\033[0m")
return await self._execute_browser_action("wait", {"seconds": seconds})
@openapi_schema({
"type": "function",
"function": {
"name": "browser_click_element",
"description": "Click on an element by index",
"parameters": {
"type": "object",
"properties": {
"index": {
"type": "integer",
"description": "The index of the element to click"
}
},
"required": ["index"]
}
}
})
@xml_schema(
tag_name="browser-click-element",
mappings=[
{"param_name": "index", "node_type": "content", "path": "."}
],
example='''
<browser-click-element>
2
</browser-click-element>
'''
)
async def browser_click_element(self, index: int) -> ToolResult:
"""Click on an element by index
Args:
index (int): The index of the element to click
Returns:
dict: Result of the execution
"""
logger.debug(f"\033[95mClicking element with index: {index}\033[0m")
return await self._execute_browser_action("click_element", {"index": index})
@openapi_schema({
"type": "function",
"function": {
"name": "browser_input_text",
"description": "Input text into an element",
"parameters": {
"type": "object",
"properties": {
"index": {
"type": "integer",
"description": "The index of the element to input text into"
},
"text": {
"type": "string",
"description": "The text to input"
}
},
"required": ["index", "text"]
}
}
})
@xml_schema(
tag_name="browser-input-text",
mappings=[
{"param_name": "index", "node_type": "attribute", "path": "."},
{"param_name": "text", "node_type": "content", "path": "."}
],
example='''
<browser-input-text index="2">
Hello, world!
</browser-input-text>
'''
)
async def browser_input_text(self, index: int, text: str) -> ToolResult:
"""Input text into an element
Args:
index (int): The index of the element to input text into
text (str): The text to input
Returns:
dict: Result of the execution
"""
logger.debug(f"\033[95mInputting text into element {index}: {text}\033[0m")
return await self._execute_browser_action("input_text", {"index": index, "text": text})
@openapi_schema({
"type": "function",
"function": {
"name": "browser_send_keys",
"description": "Send keyboard keys such as Enter, Escape, or keyboard shortcuts",
"parameters": {
"type": "object",
"properties": {
"keys": {
"type": "string",
"description": "The keys to send (e.g., 'Enter', 'Escape', 'Control+a')"
}
},
"required": ["keys"]
}
}
})
@xml_schema(
tag_name="browser-send-keys",
mappings=[
{"param_name": "keys", "node_type": "content", "path": "."}
],
example='''
<browser-send-keys>
Enter
</browser-send-keys>
'''
)
async def browser_send_keys(self, keys: str) -> ToolResult:
"""Send keyboard keys
Args:
keys (str): The keys to send (e.g., 'Enter', 'Escape', 'Control+a')
Returns:
dict: Result of the execution
"""
logger.debug(f"\033[95mSending keys: {keys}\033[0m")
return await self._execute_browser_action("send_keys", {"keys": keys})
@openapi_schema({
"type": "function",
"function": {
"name": "browser_switch_tab",
"description": "Switch to a different browser tab",
"parameters": {
"type": "object",
"properties": {
"page_id": {
"type": "integer",
"description": "The ID of the tab to switch to"
}
},
"required": ["page_id"]
}
}
})
@xml_schema(
tag_name="browser-switch-tab",
mappings=[
{"param_name": "page_id", "node_type": "content", "path": "."}
],
example='''
<browser-switch-tab>
1
</browser-switch-tab>
'''
)
async def browser_switch_tab(self, page_id: int) -> ToolResult:
"""Switch to a different browser tab
Args:
page_id (int): The ID of the tab to switch to
Returns:
dict: Result of the execution
"""
logger.debug(f"\033[95mSwitching to tab: {page_id}\033[0m")
return await self._execute_browser_action("switch_tab", {"page_id": page_id})
# @openapi_schema({
# "type": "function",
# "function": {
# "name": "browser_open_tab",
# "description": "Open a new browser tab with the specified URL",
# "parameters": {
# "type": "object",
# "properties": {
# "url": {
# "type": "string",
# "description": "The URL to open in the new tab"
# }
# },
# "required": ["url"]
# }
# }
# })
# @xml_schema(
# tag_name="browser-open-tab",
# mappings=[
# {"param_name": "url", "node_type": "content", "path": "."}
# ],
# example='''
# <browser-open-tab>
# https://example.com
# </browser-open-tab>
# '''
# )
# async def browser_open_tab(self, url: str) -> ToolResult:
# """Open a new browser tab with the specified URL
# Args:
# url (str): The URL to open in the new tab
# Returns:
# dict: Result of the execution
# """
# logger.debug(f"\033[95mOpening new tab with URL: {url}\033[0m")
# return await self._execute_browser_action("open_tab", {"url": url})
@openapi_schema({
"type": "function",
"function": {
"name": "browser_close_tab",
"description": "Close a browser tab",
"parameters": {
"type": "object",
"properties": {
"page_id": {
"type": "integer",
"description": "The ID of the tab to close"
}
},
"required": ["page_id"]
}
}
})
@xml_schema(
tag_name="browser-close-tab",
mappings=[
{"param_name": "page_id", "node_type": "content", "path": "."}
],
example='''
<browser-close-tab>
1
</browser-close-tab>
'''
)
async def browser_close_tab(self, page_id: int) -> ToolResult:
"""Close a browser tab
Args:
page_id (int): The ID of the tab to close
Returns:
dict: Result of the execution
"""
logger.debug(f"\033[95mClosing tab: {page_id}\033[0m")
return await self._execute_browser_action("close_tab", {"page_id": page_id})
# @openapi_schema({
# "type": "function",
# "function": {
# "name": "browser_extract_content",
# "description": "Extract content from the current page based on the provided goal",
# "parameters": {
# "type": "object",
# "properties": {
# "goal": {
# "type": "string",
# "description": "The extraction goal (e.g., 'extract all links', 'find product information')"
# }
# },
# "required": ["goal"]
# }
# }
# })
# @xml_schema(
# tag_name="browser-extract-content",
# mappings=[
# {"param_name": "goal", "node_type": "content", "path": "."}
# ],
# example='''
# <browser-extract-content>
# Extract all links on the page
# </browser-extract-content>
# '''
# )
# async def browser_extract_content(self, goal: str) -> ToolResult:
# """Extract content from the current page based on the provided goal
# Args:
# goal (str): The extraction goal
# Returns:
# dict: Result of the execution
# """
# logger.debug(f"\033[95mExtracting content with goal: {goal}\033[0m")
# result = await self._execute_browser_action("extract_content", {"goal": goal})
# # Format content for better readability
# if result.get("success"):
# logger.debug(f"\033[92mContent extraction successful\033[0m")
# content = result.data.get("content", "")
# url = result.data.get("url", "")
# title = result.data.get("title", "")
# if content:
# content_preview = content[:200] + "..." if len(content) > 200 else content
# logger.debug(f"\033[95mExtracted content from {title} ({url}):\033[0m")
# logger.debug(f"\033[96m{content_preview}\033[0m")
# logger.debug(f"\033[95mTotal content length: {len(content)} characters\033[0m")
# else:
# logger.debug(f"\033[93mNo content extracted from {url}\033[0m")
# else:
# logger.debug(f"\033[91mFailed to extract content: {result.data.get('error', 'Unknown error')}\033[0m")
# return result
@openapi_schema({
"type": "function",
"function": {
"name": "browser_scroll_down",
"description": "Scroll down the page",
"parameters": {
"type": "object",
"properties": {
"amount": {
"type": "integer",
"description": "Pixel amount to scroll (if not specified, scrolls one page)"
}
}
}
}
})
@xml_schema(
tag_name="browser-scroll-down",
mappings=[
{"param_name": "amount", "node_type": "content", "path": "."}
],
example='''
<browser-scroll-down>
500
</browser-scroll-down>
'''
)
async def browser_scroll_down(self, amount: int = None) -> ToolResult:
"""Scroll down the page
Args:
amount (int, optional): Pixel amount to scroll. If None, scrolls one page.
Returns:
dict: Result of the execution
"""
params = {}
if amount is not None:
params["amount"] = amount
logger.debug(f"\033[95mScrolling down by {amount} pixels\033[0m")
else:
logger.debug(f"\033[95mScrolling down one page\033[0m")
return await self._execute_browser_action("scroll_down", params)
@openapi_schema({
"type": "function",
"function": {
"name": "browser_scroll_up",
"description": "Scroll up the page",
"parameters": {
"type": "object",
"properties": {
"amount": {
"type": "integer",
"description": "Pixel amount to scroll (if not specified, scrolls one page)"
}
}
}
}
})
@xml_schema(
tag_name="browser-scroll-up",
mappings=[
{"param_name": "amount", "node_type": "content", "path": "."}
],
example='''
<browser-scroll-up>
500
</browser-scroll-up>
'''
)
async def browser_scroll_up(self, amount: int = None) -> ToolResult:
"""Scroll up the page
Args:
amount (int, optional): Pixel amount to scroll. If None, scrolls one page.
Returns:
dict: Result of the execution
"""
params = {}
if amount is not None:
params["amount"] = amount
logger.debug(f"\033[95mScrolling up by {amount} pixels\033[0m")
else:
logger.debug(f"\033[95mScrolling up one page\033[0m")
return await self._execute_browser_action("scroll_up", params)
@openapi_schema({
"type": "function",
"function": {
"name": "browser_scroll_to_text",
"description": "Scroll to specific text on the page",
"parameters": {
"type": "object",
"properties": {
"text": {
"type": "string",
"description": "The text to scroll to"
}
},
"required": ["text"]
}
}
})
@xml_schema(
tag_name="browser-scroll-to-text",
mappings=[
{"param_name": "text", "node_type": "content", "path": "."}
],
example='''
<browser-scroll-to-text>
Contact Us
</browser-scroll-to-text>
'''
)
async def browser_scroll_to_text(self, text: str) -> ToolResult:
"""Scroll to specific text on the page
Args:
text (str): The text to scroll to
Returns:
dict: Result of the execution
"""
logger.debug(f"\033[95mScrolling to text: {text}\033[0m")
return await self._execute_browser_action("scroll_to_text", {"text": text})
@openapi_schema({
"type": "function",
"function": {
"name": "browser_get_dropdown_options",
"description": "Get all options from a dropdown element",
"parameters": {
"type": "object",
"properties": {
"index": {
"type": "integer",
"description": "The index of the dropdown element"
}
},
"required": ["index"]
}
}
})
@xml_schema(
tag_name="browser-get-dropdown-options",
mappings=[
{"param_name": "index", "node_type": "content", "path": "."}
],
example='''
<browser-get-dropdown-options>
2
</browser-get-dropdown-options>
'''
)
async def browser_get_dropdown_options(self, index: int) -> ToolResult:
"""Get all options from a dropdown element
Args:
index (int): The index of the dropdown element
Returns:
dict: Result of the execution with the dropdown options
"""
logger.debug(f"\033[95mGetting options from dropdown with index: {index}\033[0m")
return await self._execute_browser_action("get_dropdown_options", {"index": index})
@openapi_schema({
"type": "function",
"function": {
"name": "browser_select_dropdown_option",
"description": "Select an option from a dropdown by text",
"parameters": {
"type": "object",
"properties": {
"index": {
"type": "integer",
"description": "The index of the dropdown element"
},
"text": {
"type": "string",
"description": "The text of the option to select"
}
},
"required": ["index", "text"]
}
}
})
@xml_schema(
tag_name="browser-select-dropdown-option",
mappings=[
{"param_name": "index", "node_type": "attribute", "path": "."},
{"param_name": "text", "node_type": "content", "path": "."}
],
example='''
<browser-select-dropdown-option index="2">
Option 1
</browser-select-dropdown-option>
'''
)
async def browser_select_dropdown_option(self, index: int, text: str) -> ToolResult:
"""Select an option from a dropdown by text
Args:
index (int): The index of the dropdown element
text (str): The text of the option to select
Returns:
dict: Result of the execution
"""
logger.debug(f"\033[95mSelecting option '{text}' from dropdown with index: {index}\033[0m")
return await self._execute_browser_action("select_dropdown_option", {"index": index, "text": text})
@openapi_schema({
"type": "function",
"function": {
"name": "browser_drag_drop",
"description": "Perform drag and drop operation between elements or coordinates",
"parameters": {
"type": "object",
"properties": {
"element_source": {
"type": "string",
"description": "The source element selector"
},
"element_target": {
"type": "string",
"description": "The target element selector"
},
"coord_source_x": {
"type": "integer",
"description": "The source X coordinate"
},
"coord_source_y": {
"type": "integer",
"description": "The source Y coordinate"
},
"coord_target_x": {
"type": "integer",
"description": "The target X coordinate"
},
"coord_target_y": {
"type": "integer",
"description": "The target Y coordinate"
}
}
}
}
})
@xml_schema(
tag_name="browser-drag-drop",
mappings=[
{"param_name": "element_source", "node_type": "attribute", "path": "."},
{"param_name": "element_target", "node_type": "attribute", "path": "."},
{"param_name": "coord_source_x", "node_type": "attribute", "path": "."},
{"param_name": "coord_source_y", "node_type": "attribute", "path": "."},
{"param_name": "coord_target_x", "node_type": "attribute", "path": "."},
{"param_name": "coord_target_y", "node_type": "attribute", "path": "."}
],
example='''
<browser-drag-drop element_source="#draggable" element_target="#droppable"></browser-drag-drop>
'''
)
async def browser_drag_drop(self, element_source: str = None, element_target: str = None,
coord_source_x: int = None, coord_source_y: int = None,
coord_target_x: int = None, coord_target_y: int = None) -> ToolResult:
"""Perform drag and drop operation between elements or coordinates
Args:
element_source (str, optional): The source element selector
element_target (str, optional): The target element selector
coord_source_x (int, optional): The source X coordinate
coord_source_y (int, optional): The source Y coordinate
coord_target_x (int, optional): The target X coordinate
coord_target_y (int, optional): The target Y coordinate
Returns:
dict: Result of the execution
"""
params = {}
if element_source and element_target:
params["element_source"] = element_source
params["element_target"] = element_target
logger.debug(f"\033[95mDragging from element '{element_source}' to '{element_target}'\033[0m")
elif all(coord is not None for coord in [coord_source_x, coord_source_y, coord_target_x, coord_target_y]):
params["coord_source_x"] = coord_source_x
params["coord_source_y"] = coord_source_y
params["coord_target_x"] = coord_target_x
params["coord_target_y"] = coord_target_y
logger.debug(f"\033[95mDragging from coordinates ({coord_source_x}, {coord_source_y}) to ({coord_target_x}, {coord_target_y})\033[0m")
else:
return self.fail_response("Must provide either element selectors or coordinates for drag and drop")
return await self._execute_browser_action("drag_drop", params)
@openapi_schema({
"type": "function",
"function": {
"name": "browser_click_coordinates",
"description": "Click at specific X,Y coordinates on the page",
"parameters": {
"type": "object",
"properties": {
"x": {
"type": "integer",
"description": "The X coordinate to click"
},
"y": {
"type": "integer",
"description": "The Y coordinate to click"
}
},
"required": ["x", "y"]
}
}
})
@xml_schema(
tag_name="browser-click-coordinates",
mappings=[
{"param_name": "x", "node_type": "attribute", "path": "."},
{"param_name": "y", "node_type": "attribute", "path": "."}
],
example='''
<browser-click-coordinates x="100" y="200"></browser-click-coordinates>
'''
)
async def browser_click_coordinates(self, x: int, y: int) -> ToolResult:
"""Click at specific X,Y coordinates on the page
Args:
x (int): The X coordinate to click
y (int): The Y coordinate to click
Returns:
dict: Result of the execution
"""
logger.debug(f"\033[95mClicking at coordinates: ({x}, {y})\033[0m")
return await self._execute_browser_action("click_coordinates", {"x": x, "y": y}) |