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import asyncio |
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from contextlib import AsyncExitStack |
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from typing import List, Literal, Optional |
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from pydantic import BaseModel, Field |
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from proxy_lite.browser.browser import BrowserSession |
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from proxy_lite.logger import logger |
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from .tool_base import Tool, ToolExecutionResponse, attach_param_schema |
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SELF_CONTAINED_TAGS = [ |
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"area", |
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"base", |
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"br", |
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"col", |
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"embed", |
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"hr", |
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"img", |
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"input", |
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"link", |
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"meta", |
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"param", |
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"source", |
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"track", |
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"wbr", |
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] |
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def element_as_text( |
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mark_id: int, |
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tag: Optional[str] = None, |
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text: Optional[str] = None, |
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**raw_attributes, |
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) -> str: |
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"""Return a text representation of all elements on the page""" |
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attributes = [] |
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for k, v in raw_attributes.items(): |
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if v is None: |
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continue |
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if isinstance(v, bool): |
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if v: |
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attributes.append(k) |
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else: |
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v = str(v) |
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if len(v) > 2500: |
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v = v[: 2500 - 1] + "…" |
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attributes.append(f'{k}="{v}"') |
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attributes = " ".join(attributes) |
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attributes = (" " + attributes).rstrip() |
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tag = tag.lower() |
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if text is None: |
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text = "" |
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if len(text) > 2500: |
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text = text[: 2500 - 1] + "…" |
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if tag in SELF_CONTAINED_TAGS: |
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if text: |
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logger.warning( |
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f"Got self-contained element '{tag}' which contained text '{text}'.", |
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) |
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else: |
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return f"<{tag} id={mark_id}{attributes}/>" |
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return f"<{tag} id={mark_id}{attributes}>{text}</{tag}>" |
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class GotoParams(BaseModel): |
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url: str = Field(..., description="The web address to visit. Must be a valid URL.") |
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class GoogleSearchParams(BaseModel): |
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query_plan: str = Field( |
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..., |
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description="Plan out the query you will make. Re-write queries in a way that will yield the best results.", |
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) |
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query: str = Field(..., description="The Google search to perform.") |
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class ClickParams(BaseModel): |
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mark_id: int = Field(..., description="Element Mark ID.") |
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class TypeEntry(BaseModel): |
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mark_id: int = Field(..., description="Element Mark ID.") |
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content: str = Field(..., description="The text to type into the element.") |
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class TypeParams(BaseModel): |
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entries: List[TypeEntry] = Field( |
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..., |
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description="A list of elements and contents to type.", |
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) |
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submit: bool = Field( |
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..., |
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description='Whether to press the "Enter" key after typing in the last entry.', |
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) |
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class ScrollParams(BaseModel): |
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direction: Literal["up", "down", "left", "right"] = Field( |
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..., |
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description='Direction to scroll. Must be one of "up", "down", "left" or "right".', |
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) |
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mark_id: int = Field( |
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..., |
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description="What to scroll. Use -1 to scroll the whole page otherwise give the mark ID of an element that is `scrollable`.", |
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) |
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class BackParams(BaseModel): |
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pass |
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class WaitParams(BaseModel): |
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pass |
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class ReloadParams(BaseModel): |
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pass |
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class DoNothingParams(BaseModel): |
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pass |
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class BrowserTool(Tool): |
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def __init__(self, session: BrowserSession) -> None: |
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super().__init__() |
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self.browser = session |
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async def __aenter__(self): |
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self._exit_stack = AsyncExitStack() |
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await self._exit_stack.enter_async_context(self.browser) |
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return self |
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async def __aexit__(self, exc_type, exc_val, exc_tb): |
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await self._exit_stack.aclose() |
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@property |
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def poi_text(self) -> str: |
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texts = [element_as_text(mark_id=i, **element) for i, element in enumerate(self.browser.poi_elements)] |
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return "\n".join([txt for txt in texts if txt]) |
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@attach_param_schema(GotoParams) |
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async def goto(self, url: str) -> ToolExecutionResponse: |
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"""Go directly to a specific web url. Specify the exact URL.""" |
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await self.browser.goto(url) |
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return ToolExecutionResponse() |
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@attach_param_schema(GoogleSearchParams) |
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async def google_search(self, query_plan: str, query: str) -> ToolExecutionResponse: |
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"""Perform a generic web search using Google. |
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Results may not be relevant. If you see poor results, you can try another query. |
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""" |
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url = f"https://www.google.com/search?q={query}" |
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await self.browser.goto(url) |
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return ToolExecutionResponse() |
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@attach_param_schema(ClickParams) |
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async def click(self, mark_id: int) -> ToolExecutionResponse: |
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"""Click on an element of the page.""" |
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await self.browser.click(mark_id=mark_id) |
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return ToolExecutionResponse() |
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@attach_param_schema(TypeParams) |
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async def type(self, entries: List[dict], submit: bool) -> ToolExecutionResponse: |
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"""Type text. |
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You can type into one or more elements. |
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Note that the text inside an element is cleared before typing. |
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""" |
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for i, entry_dict in enumerate(entries): |
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entry = TypeEntry(**entry_dict) |
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last_entry = i == len(entries) - 1 |
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old_poi_positions = [tuple(point) for point in self.browser.poi_centroids] |
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await self.browser.enter_text( |
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mark_id=entry.mark_id, |
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text=entry.content, |
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submit=submit and last_entry, |
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) |
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await self.browser.update_poi() |
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new_poi_positions = [tuple(point) for point in self.browser.poi_centroids] |
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if not last_entry and old_poi_positions != new_poi_positions: |
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logger.error( |
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"POI positions changed mid-typing, cancelling future type entries.", |
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) |
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break |
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return ToolExecutionResponse() |
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@attach_param_schema(ScrollParams) |
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async def scroll(self, direction: str, mark_id: int) -> ToolExecutionResponse: |
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"""Scroll the page (or a scrollable element) up, down, left or right.""" |
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if mark_id == -1: |
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mark_id = None |
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await self.browser.scroll(direction=direction, mark_id=mark_id) |
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return ToolExecutionResponse() |
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@attach_param_schema(BackParams) |
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async def back(self) -> ToolExecutionResponse: |
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"""Go back to the previous page.""" |
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await self.browser.go_back() |
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return ToolExecutionResponse() |
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@attach_param_schema(WaitParams) |
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async def wait(self) -> ToolExecutionResponse: |
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"""Wait three seconds. Useful when the page appears to still be loading, or if there are any unfinished webpage processes.""" |
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await asyncio.sleep(3) |
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return ToolExecutionResponse() |
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@attach_param_schema(ReloadParams) |
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async def reload(self) -> ToolExecutionResponse: |
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"""Reload the current page. Useful when the page seems unresponsive, broken, outdated, or if you want to reset the page to its initial state.""" |
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await self.browser.reload() |
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return ToolExecutionResponse() |
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@attach_param_schema(DoNothingParams) |
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async def do_nothing_tool(self) -> ToolExecutionResponse: |
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"""Do nothing. Use this if you have no need for the browser at this time.""" |
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return ToolExecutionResponse() |
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