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69 lines
1.8 KiB
Python
69 lines
1.8 KiB
Python
import base64
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import email
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from typing import Dict, Optional, Type
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from pydantic import BaseModel, Field
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from langchain.callbacks.manager import (
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AsyncCallbackManagerForToolRun,
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CallbackManagerForToolRun,
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)
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from langchain.tools.gmail.base import GmailBaseTool
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from langchain.tools.gmail.utils import clean_email_body
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class SearchArgsSchema(BaseModel):
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message_id: str = Field(
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...,
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description="The unique ID of the email message, retrieved from a search.",
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)
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class GmailGetMessage(GmailBaseTool):
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name: str = "get_gmail_message"
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description: str = (
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"Use this tool to fetch an email by message ID."
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" Returns the thread ID, snipet, body, subject, and sender."
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)
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args_schema: Type[SearchArgsSchema] = SearchArgsSchema
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def _run(
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self,
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message_id: str,
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run_manager: Optional[CallbackManagerForToolRun] = None,
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) -> Dict:
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"""Run the tool."""
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query = (
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self.api_resource.users()
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.messages()
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.get(userId="me", format="raw", id=message_id)
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)
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message_data = query.execute()
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raw_message = base64.urlsafe_b64decode(message_data["raw"])
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email_msg = email.message_from_bytes(raw_message)
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subject = email_msg["Subject"]
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sender = email_msg["From"]
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message_body = email_msg.get_payload()
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body = clean_email_body(message_body)
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return {
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"id": message_id,
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"threadId": message_data["threadId"],
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"snippet": message_data["snippet"],
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"body": body,
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"subject": subject,
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"sender": sender,
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}
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async def _arun(
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self,
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message_id: str,
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run_manager: Optional[AsyncCallbackManagerForToolRun] = None,
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) -> Dict:
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"""Run the tool."""
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raise NotImplementedError
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