mirror of
https://github.com/hwchase17/langchain
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129 lines
4.7 KiB
Python
129 lines
4.7 KiB
Python
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"""Util that Searches calendar events in Office 365.
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Free, but setup is required. See link below.
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https://learn.microsoft.com/en-us/graph/auth/
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"""
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from datetime import datetime as dt
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from typing import Any, Dict, List, Optional, Type
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from langchain_core.callbacks import CallbackManagerForToolRun
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from langchain_core.pydantic_v1 import BaseModel, Extra, Field
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from langchain_community.tools.office365.base import O365BaseTool
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from langchain_community.tools.office365.utils import UTC_FORMAT, clean_body
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class SearchEventsInput(BaseModel):
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"""Input for SearchEmails Tool.
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From https://learn.microsoft.com/en-us/graph/search-query-parameter"""
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start_datetime: str = Field(
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description=(
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" The start datetime for the search query in the following format: "
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' YYYY-MM-DDTHH:MM:SS±hh:mm, where "T" separates the date and time '
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" components, and the time zone offset is specified as ±hh:mm. "
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' For example: "2023-06-09T10:30:00+03:00" represents June 9th, '
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" 2023, at 10:30 AM in a time zone with a positive offset of 3 "
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" hours from Coordinated Universal Time (UTC)."
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)
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)
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end_datetime: str = Field(
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description=(
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" The end datetime for the search query in the following format: "
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' YYYY-MM-DDTHH:MM:SS±hh:mm, where "T" separates the date and time '
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" components, and the time zone offset is specified as ±hh:mm. "
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' For example: "2023-06-09T10:30:00+03:00" represents June 9th, '
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" 2023, at 10:30 AM in a time zone with a positive offset of 3 "
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" hours from Coordinated Universal Time (UTC)."
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)
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)
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max_results: int = Field(
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default=10,
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description="The maximum number of results to return.",
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)
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truncate: bool = Field(
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default=True,
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description=(
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"Whether the event's body is truncated to meet token number limits. Set to "
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"False for searches that will retrieve small events, otherwise, set to "
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"True."
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),
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)
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class O365SearchEvents(O365BaseTool):
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"""Class for searching calendar events in Office 365
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Free, but setup is required
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"""
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name: str = "events_search"
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args_schema: Type[BaseModel] = SearchEventsInput
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description: str = (
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" Use this tool to search for the user's calendar events."
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" The input must be the start and end datetimes for the search query."
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" The output is a JSON list of all the events in the user's calendar"
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" between the start and end times. You can assume that the user can "
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" not schedule any meeting over existing meetings, and that the user "
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"is busy during meetings. Any times without events are free for the user. "
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)
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class Config:
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"""Configuration for this pydantic object."""
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extra = Extra.forbid
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def _run(
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self,
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start_datetime: str,
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end_datetime: str,
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max_results: int = 10,
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truncate: bool = True,
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run_manager: Optional[CallbackManagerForToolRun] = None,
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truncate_limit: int = 150,
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) -> List[Dict[str, Any]]:
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# Get calendar object
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schedule = self.account.schedule()
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calendar = schedule.get_default_calendar()
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# Process the date range parameters
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start_datetime_query = dt.strptime(start_datetime, UTC_FORMAT)
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end_datetime_query = dt.strptime(end_datetime, UTC_FORMAT)
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# Run the query
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q = calendar.new_query("start").greater_equal(start_datetime_query)
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q.chain("and").on_attribute("end").less_equal(end_datetime_query)
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events = calendar.get_events(query=q, include_recurring=True, limit=max_results)
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# Generate output dict
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output_events = []
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for event in events:
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output_event = {}
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output_event["organizer"] = event.organizer
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output_event["subject"] = event.subject
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if truncate:
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output_event["body"] = clean_body(event.body)[:truncate_limit]
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else:
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output_event["body"] = clean_body(event.body)
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# Get the time zone from the search parameters
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time_zone = start_datetime_query.tzinfo
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# Assign the datetimes in the search time zone
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output_event["start_datetime"] = event.start.astimezone(time_zone).strftime(
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UTC_FORMAT
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)
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output_event["end_datetime"] = event.end.astimezone(time_zone).strftime(
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UTC_FORMAT
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)
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output_event["modified_date"] = event.modified.astimezone(
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time_zone
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).strftime(UTC_FORMAT)
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output_events.append(output_event)
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return output_events
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