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langchain/libs/community/langchain_community/tools/multion/update_session.py

89 lines
2.8 KiB
Python

import asyncio
from typing import TYPE_CHECKING, Optional, Type
from langchain_core.callbacks import (
AsyncCallbackManagerForToolRun,
CallbackManagerForToolRun,
)
from langchain_core.pydantic_v1 import BaseModel, Field
from langchain_core.tools import BaseTool
if TYPE_CHECKING:
# This is for linting and IDE typehints
import multion
else:
try:
# We do this so pydantic can resolve the types when instantiating
import multion
except ImportError:
pass
class UpdateSessionSchema(BaseModel):
"""Input for UpdateSessionTool."""
sessionId: str = Field(
...,
description="""The sessionID,
received from one of the createSessions run before""",
)
query: str = Field(
...,
description="The query to run in multion agent.",
)
url: str = Field(
"https://www.google.com/",
description="""The Url to run the agent at. \
Note: accepts only secure links having https://""",
)
class MultionUpdateSession(BaseTool):
"""Tool that updates an existing Multion Browser Window with provided fields.
Attributes:
name: The name of the tool. Default: "update_multion_session"
description: The description of the tool.
args_schema: The schema for the tool's arguments. Default: UpdateSessionSchema
"""
name: str = "update_multion_session"
description: str = """Use this tool to update \
an existing corresponding Multion Browser Window with provided fields. \
Note: sessionId must be received from previous Browser window creation."""
args_schema: Type[UpdateSessionSchema] = UpdateSessionSchema
sessionId: str = ""
def _run(
self,
sessionId: str,
query: str,
url: Optional[str] = "https://www.google.com/",
run_manager: Optional[CallbackManagerForToolRun] = None,
) -> dict:
try:
try:
response = multion.update_session(
sessionId, {"input": query, "url": url}
)
content = {"sessionId": sessionId, "Response": response["message"]}
self.sessionId = sessionId
return content
except Exception as e:
print(f"{e}, retrying...")
return {"error": f"{e}", "Response": "retrying..."}
except Exception as e:
raise Exception(f"An error occurred: {e}")
async def _arun(
self,
sessionId: str,
query: str,
url: Optional[str] = "https://www.google.com/",
run_manager: Optional[AsyncCallbackManagerForToolRun] = None,
) -> dict:
loop = asyncio.get_running_loop()
result = await loop.run_in_executor(None, self._run, sessionId, query, url)
return result