Microsoft Outlook 电子邮件

OutlookEmailReader

基类: BasePydanticReader

使用 Microsoft Graph API 的 Outlook 电子邮件读取器。

读取指定 Outlook 邮箱中的电子邮件，并索引主题和正文。

参数

名称	类型	描述	默认值
client_id	str	在 Microsoft Azure 中注册的应用程序 ID。	必填
client_secret	str	在 Azure 中注册的应用程序密钥。	必填
tenant_id	str	Azure Active Directory 实例的唯一标识符。	必填
user_email	str	需要获取其电子邮件的用户的电子邮件地址。	必填
folder	可选[str]	从中获取电子邮件的文件夹。默认为“收件箱”。	'Inbox'
num_mails	int	要检索的电子邮件数量。默认为 10。	10

源代码位于 llama-index-integrations/readers/llama-index-readers-microsoft-outlook-emails/llama_index/readers/microsoft_outlook_emails/base.py

class OutlookEmailReader(BasePydanticReader):
    """
    Outlook Emails Reader using Microsoft Graph API.

    Reads emails from a given Outlook mailbox and indexes the subject and body.

    Args:
        client_id (str): The Application ID for the app registered in Microsoft Azure.
        client_secret (str): The application secret for the app registered in Azure.
        tenant_id (str): Unique identifier of the Azure Active Directory Instance.
        user_email (str): Email address of the user whose emails need to be fetched.
        folder (Optional[str]): The email folder to fetch emails from. Defaults to "Inbox".
        num_mails (int): Number of emails to retrieve. Defaults to 10.

    """

    client_id: str
    client_secret: str
    tenant_id: str
    user_email: str
    folder: Optional[str] = "Inbox"
    num_mails: int = 10

    _authorization_headers: Optional[dict] = PrivateAttr(default=None)

    def __init__(
        self,
        client_id: str,
        client_secret: str,
        tenant_id: str,
        user_email: str,
        folder: Optional[str] = "Inbox",
        num_mails: int = 10,
    ):
        super().__init__(
            client_id=client_id,
            client_secret=client_secret,
            tenant_id=tenant_id,
            user_email=user_email,
            folder=folder,
            num_mails=num_mails,
        )

    def _ensure_token(self):
        """Ensures we have a valid access token."""
        if self._authorization_headers is None:
            token = self._get_access_token()
            self._authorization_headers = {"Authorization": f"Bearer {token}"}

    def _get_access_token(self) -> str:
        """Fetches the OAuth token from Microsoft."""
        token_url = f"https://login.microsoftonline.com/{self.tenant_id}/oauth2/token"
        payload = {
            "grant_type": "client_credentials",
            "client_id": self.client_id,
            "client_secret": self.client_secret,
            "resource": "https://graph.microsoft.com/",
        }
        response = requests.post(token_url, data=payload)
        response.raise_for_status()
        return response.json().get("access_token")

    def _fetch_emails(self) -> List[dict]:
        """Fetches emails from the specified folder."""
        self._ensure_token()
        url = f"https://graph.microsoft.com/v1.0/users/{self.user_email}/mailFolders/{self.folder}/messages?$top={self.num_mails}"
        response = requests.get(url, headers=self._authorization_headers)
        response.raise_for_status()
        return response.json().get("value", [])

    def load_data(self) -> List[str]:
        """Loads emails as texts containing subject and body."""
        emails = self._fetch_emails()
        email_texts = []
        for email in emails:
            subject = email.get("subject", "No Subject")
            body = email.get("body", {}).get("content", "No Content")
            email_texts.append(f"Subject: {subject}\n\n{body}")
        return email_texts

load_data

load_data() -> List[str]

将包含主题和正文的电子邮件作为文本加载。

源代码位于 llama-index-integrations/readers/llama-index-readers-microsoft-outlook-emails/llama_index/readers/microsoft_outlook_emails/base.py

def load_data(self) -> List[str]:
    """Loads emails as texts containing subject and body."""
    emails = self._fetch_emails()
    email_texts = []
    for email in emails:
        subject = email.get("subject", "No Subject")
        body = email.get("body", {}).get("content", "No Content")
        email_texts.append(f"Subject: {subject}\n\n{body}")
    return email_texts